Updated on 2024/04/23

写真a

 
Nakashima Tomoharu
 
Organization
Graduate School of Informatics Department of Interdisciplinary Informatics Professor
College of Sustainable System Sciences Department of Knowledge and Information Systems
Title
Professor
Affiliation
Institute of Informatics
Contact information
メールアドレス

Position

  • Graduate School of Informatics Department of Interdisciplinary Informatics 

    Professor  2022.04 - Now

  • College of Sustainable System Sciences Department of Knowledge and Information Systems 

    Professor  2022.04 - Now

Degree

  • 博士(工学) ( Others )

  • 修士(工学) ( Others )

  • 学士(工学) ( Others )

Research Areas

  • Informatics / Kansei informatics

  • Informatics / Intelligent informatics

  • Informatics / Theory of informatics

Research Interests

  • 計算知能工学

  • 知能ロボット

  • 機械学習

  • 人工知能

  • データ解析

  • ソフトコンピューティング

  • RoboCupサッカー

  • Computational Intelligence

Research subject summary

  • RoboCup サッカー

  • バイオインフォマティクス

  • ファジィ識別システムのコストセンシティブ化

Research Career

  •  

    計算知能、RoboCup サッカー、医用画像処理、パターン認識、データマイニング 

Professional Memberships

  • 人工知能学会

    2017.04 - Now

  • 電気学会

    2016.04 - Now

  • 日本知能情報ファジィ学会

    2000.04 - Now

  • IEEE

    2000.04 - Now

  • システム制御情報学会

    2000.04 - Now

  • 電子情報通信学会

    2000.04 - Now

  • 計測自動制御学会

    2000.04 - Now

  • 日本経営工学会

    1995 - Now

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Committee Memberships (off-campus)

  • 奈良県戦略的基盤技術高度化支援研究開発推進委員会 委員   奈良県地域産業振興センター  

    2020.04 - 2021.03 

  • 理事   日本知能情報ファジィ学会  

    2017.06 - 2019.06 

Awards

  • 最優秀プレゼンテーション賞

    2023.11   人工知能学会「社会におけるAI」研究会  

  • RoboCup Worldwide 2023 RoboCup 2D Soccer Simulation League Soccer Competition 優勝

    2023.07   ロボカップフェデレーション  

  • 貢献賞

    2022.09   日本知能情報ファジィ学会  

  • RoboCup Worldwide 2022 RoboCup 2D Soccer Simulation League Soccer Competition 優勝

    2022.07   ロボカップフェデレーション  

  • RoboCup Worldwide 2022 RoboCup 2D Soccer Simulation League Cooperation Challenge 優勝

    2022.07   ロボカップフェデレーション  

  • RoboCup 研究賞

    2022.06   ロボカップ日本委員会  

  • ミニ四駆AI大会 in FSS2021 準優勝

    2021.09  

  • 貢献賞

    2021.09   日本知能情報ファジィ学会  

  • RoboCup Worldwide 2021 RoboCup 2D Soccer Simulation League Anonymous Challenge 優勝

    2021.06   ロボカップフェデレーション  

  • RoboCup Worldwide 2021 RoboCup 2D Soccer Simulation League Soccer Competition 準優勝

    2021.06   ロボカップフェデレーション  

  • RoboCup 研究賞

    2021.05   ロボカップ日本委員会  

  • ミニ四駆AI大会 in 第6回ゲームAI大会 :Game AI tournaments = GAT2021 三位

    2021.03  

  • RoboCup 研究賞

    2020.12   ロボカップ日本委員会  

  • 最優秀プレゼンテーション賞

    2020.10   人工知能学会「社会におけるAI」研究会  

  • 貢献賞

    2020.09   日本知能情報ファジィ学会  

  • 最優秀プレゼンテーション賞

    2019.12   人工知能学会「社会におけるAI」研究会  

  • RoboCup JapanOpen2019 サッカーシミュレーション2Dリーグ 凖優勝

    2019.08   RoboCup Japan Open  

  • 人工知能学会賞

    2019.08   人工知能学会  

  • RoboCup 世界大会 サッカーシミュレーション2Dリーグ 凖優勝

    2019.07   ロボカップフェデレーション  

  • RoboCup 世界大会 サッカーシミュレーション2Dリーグ 優勝

    2018.06   ロボカップフェデレーション  

  • RoboCup 研究賞

    2018.05   ロボカップ日本委員会  

  • ロボカップジャパンオープン2018 サッカーシミュレーション 2Dリーグ 優勝

    2018.05   RoboCup Japan Open  

  • 貢献賞

    2017.09   日本知能情報ファジィ学会  

  • RoboCup 世界大会 サッカーシミュレーション2Dリーグ 優勝

    2017.07   ロボカップフェデレーション  

  • 研究会優秀賞

    2017.06   人口知能学会  

  • RoboCup 世界大会 サッカーシミュレーション2Dリーグ 優勝

    2017.05   ロボカップフェデレーション  

  • RoboCup 研究賞

    2017.05   ロボカップ日本委員会  

  • RoboCup 世界大会 サッカーシミュレーション2Dリーグ チャレンジ部門 優勝

    2016.07   ロボカップフェデレーション  

  • RoboCup 世界大会 サッカーシミュレーション2Dリーグ 準優勝

    2016.07   ロボカップフェデレーション  

  • ロボカップジャパンオープン2016 ッカーシミュレーション 2Dリーグ 瑞若会(愛知工業大学同窓会)賞

    2016.03   RoboCup Japan Open  

  • RoboCup シミュレーションリーグ 秋キャンプ2015 ミニ四駆AI 優勝

    2015.10   RoboCup Japan Open  

  • RoboCup 世界大会 サッカーシミュレーション2Dリーグ 準優勝

    2015.07   ロボカップフェデレーション  

  • ロボカップジャパンオープン2015 サッカーシミュレーション 2Dリーグ 準優勝

    2015.05   RoboCup Japan Open  

  • Geometry Friends 2014 Competition 2nd Place

    2014.08   IEEE Conference on Computational Intelligence and Games  

  • RoboCup JapanOpen サッカーシミュレーション2Dリーグ 準優勝

    2014.05   RoboCup Japan Open  

  • 貢献賞

    2013.11   IIAI  

  • 貢献賞

    2013.09   日本知能情報ファジィ学会  

  • RoboCup 世界大会 サッカーシミュレーション2Dリーグ 準優勝

    2013.06   ロボカップフェデレーション  

  • RoboCup 世界大会 サッカーシミュレーション2Dリーグ 優勝

    2012.06   ロボカップフェデレーション  

  • RoboCup 世界大会 サッカーシミュレーション2Dリーグ 準優勝

    2011.07   ロボカップフェデレーション  

  • RoboCup JapanOpen サッカーシミュレーション2Dリーグ 優勝

    2011.05   RoboCup Japan Open  

  • RoboCup シミュレーションリーグ 春季競技会 2011 サッカー 2D リーグ部門 優勝

    2011.03   RoboCup Japan Open  

  • RoboCup JapanOpen サッカーシミュレーション 3D リーグ 準優勝

    2010.05   RoboCup Japan Open  

  • RoboCup Japan Open サッカーシミュレーション 春季競技会 3D 部門 優勝

    2009.03   RoboCup Japan Open  

  • RoboCup Japan Open サッカーシミュレーション 春季競技会 2D 部門 第三位

    2009.03   RoboCup Japan Open  

  • RoboCup Japan Open サッカーシミュレーションリーグ3D 優勝

    2008.05   RoboCup Japan Open  

  • 平成20年度 大阪府立大学 学長顕彰表彰

    2008.05   大阪府立大学  

  • 人工知能学会賞

    2008.05   人工知能学会  

  • RoboCup Japan Open サッカーシミュレーションリーグMR 優勝

    2008.05   RoboCup Japan Open  

  • ベストプレゼンテーション賞

    2007.08   FAN2007  

  • RoboCup 世界大会 サッカーシミュレーションリーグ2D 第4位

    2007.07   ロボカップフェデレーション  

  • RoboCup Japan Open サッカーシミュレーションリーグ2D 準優勝

    2007.05   RoboCup Japan Open  

  • 平成19年度 大阪府立大学 学長顕彰表彰

    2007.05   大阪府立大学  

  • GOLD賞

    2007.02   IEEE関西支部  

  • Young Author Award

    2007.01   AROB2007  

  • 平成18年度 大阪府立大学 学長顕彰表彰

    2006.05   大阪府立大学  

  • 著述賞

    2006.04   日本知能情報ファジィ学会  

  • 平成17年度 大阪府立大学 学長顕彰表彰

    2005.05   大阪府立大学  

  • Outstanding Paper Award

    2005.04   ISIS2005  

  • 人工知能学会賞

    2004.04   人工知能学会  

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Papers

  • 感情分析における文書間距離の重み付けの検討

    松田 健, 中島 智晴

    第147回MPS研究発表会   2024.03

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    Publishing type:Research paper (conference, symposium, etc.)   Kind of work:Joint Work  

  • 深層学習による回帰と不良品分類を両立するダクタイル鋳鉄管の鋳肌検査

    上杉 徳照, 大倉 直也, 中島 智晴, 小川 耕平, 堤 親平, 澤田 健二, 中本 光二

    材料   73 ( 2 )   157 - 164   2024.02

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    Publishing type:Research paper (scientific journal)   Kind of work:Joint Work  

    DOI: https://doi.org/10.2472/jsms.73.157

  • サッカー分析のためのログ可視化システム

    中田 光紀,下田 萌喜,畠山 響,楠木 祥文,中島 智晴,秋山 英久

    人工知能学会「社会における AI」研究会 第47回研究会   2023.11

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    Publishing type:Research paper (conference, symposium, etc.)   Kind of work:Joint Work  

  • 動的環境におけるラベルノイズに対するPassive-Aggressive学習ファジィ識別器の一考察

    山本悠真,味本健祐,中島智晴,楠木祥文

    第31回インテリジェント・システム・シンポジウム(FAN2023)   2023.09

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    Publishing type:Research paper (conference, symposium, etc.)   Kind of work:Joint Work  

  • 動的環境下でのファジィ識別器におけるDon't Care ルールの影響

    味本健祐,山本悠真,中島智晴,楠木祥文

    第31回インテリジェント・システム・シンポジウム 講演論文集   1 - 5   2023.09

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    Publishing type:Research paper (conference, symposium, etc.)   Kind of work:Joint Work  

  • Deep Basketball Key Points Detection for Position Estimation

    Cindy Hua, Thomas Henn, Cl´ement Jacque, Pierre Libault, Yasukazu Sakamoto, Tomoharu Nakashima

    453 - 458   2023.09

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    Publishing type:Research paper (conference, symposium, etc.)   Kind of work:Joint Work  

  • 地磁気センサと磁石を利用したミニ四駆AI制御手法の開発と実験

    柴田 祐季, 清水 大樹, 中島 智晴, 楠木 祥文

    第 39 回ファジィシステムシンポジウム 講演論文集 (FSS2023)   791 - 793   2023.09

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    Publishing type:Research paper (conference, symposium, etc.)   Kind of work:Joint Work  

  • RoboCup におけるコーナーキック時の最適な守備配置

    日紫喜 暁維,中島 智晴,楠木 祥文,秋山 英久

    第 22 回情報科学技術フォーラム 講演論文集(FIT2023)   523 - 526   2023.09

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    Publishing type:Research paper (conference, symposium, etc.)   Kind of work:Joint Work  

  • Revised Optimization Algorithm for Maximum-Margin Nearest Prototype Classifier Reviewed

    Yoshifumi Kusunoki, Tomoharu Nakashima

    The 20th World Congress of the International Fuzzy Systems Association (IFSA 2023)   276 - 280   2023.08

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    Publishing type:Research paper (international conference proceedings)  

  • ハンドナットランナにおける着座判定のための異常検知手法

    下田萌喜,中島智晴,楠木祥文,油谷謙介,吉本智

    2023年電気学会電子・情報・システム部門大会   179 - 180   2023.08

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    Publishing type:Research paper (conference, symposium, etc.)   Kind of work:Joint Work  

  • HELIOS2023: RoboCup 2023 Soccer Simulation 2D Competition Champion

    Hidehisa Akiyama, Tomoharu Nakashima, Kyo Hatakeyama, Takumi Fujikawa, Akei Hishiki

    RoboCup 2023: Robot World Cup XXVI   386 - 394   2023.07( ISSN:0302-9743

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    Publishing type:Research paper (international conference proceedings)   Kind of work:Joint Work  

    DOI: https://doi.org/10.1007/978-3-031-55015-7

  • Discrimination of self-assembled monolayer composition on gold nanostructure surface by combining machine learning and surface enhanced Raman scattering

    Ryosuke Nishitsuji, Tomoharu Nakashima, Kenji Sueyoshi, Hideaki Hisamoto, Tatsuro Endo

    Proc. SPIE 12327, SPIE Future Sensing Technologies 2023   123271S   2023.05

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    Publishing type:Research paper (international conference proceedings)   Kind of work:Joint Work  

    DOI: https://doi.org/10.1117/12.2666797

  • A Study on the Linguistic Explanation of Online Classification Mechanism Using Confidence-Weighted Learning Fuzzy Classifiers

    AJIMOTO Kensuke, KUSUNOKI Yoshifumi, NAKASHIMA Tomoharu

    Journal of Japan Society for Fuzzy Theory and Intelligent Informatics   35 ( 1 )   552 - 555   2023.02( ISSN:13477986

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    Publishing type:Research paper (scientific journal)  

    <p>Fuzzy classifiers can linguistically explain its mechanism while achieving high classification accuracy. In this paper, we aim to explain the classification mechanism in dynamic environments where the classification boundary changes over time. For this purpose, we propose an online updating of fuzzy classifiers by means of Confidence-Weighted Learning. We have confirmed that the model can linguistically explain the classification mechanism in dynamic environments by examining how the weights of the fuzzy If-Then rules change.</p>

    DOI: 10.3156/jsoft.35.1_552

  • Edge Bundling by Density-Based Pathfinding Approach

    Ryosuke Saga, Tomoki Yoshikawa, Tomoharu Nakashima

    GRAPH DRAWING AND NETWORK VISUALIZATION, GD 2022   13764   480 - 489   2023.01( ISSN:0302-9743

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    Publishing type:Research paper (international conference proceedings)  

  • A Method to Extract Quantity Relationships among Items using Ridge Regression for the Supervision of Construction Cost Estimation

    Masaharu Kato, Yoshifumi Kusunoki, Tomoharu Nakashima

    The Twenty-Eighth International Symposium on Artificial Life and Robotics 2023   564 - 568   2023.01

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    Publishing type:Research paper (international conference proceedings)  

  • Linguistic Explanation of Classification Mechanism for Dynamic Problems using Fuzzy Classifiers

    Kensuke AJIMOTO, Yoshifumi KUSUNOKI, Tomoharu NAKASHIMA

    The Twenty-Eighth International Symposium on Artificial Life and Robotics 2023   298 - 301   2023.01

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    Publishing type:Research paper (international conference proceedings)  

  • RoboCupツールを用いた実サッカー分析のためのデータ変換

    下田 萌喜, 中島 智晴, 楠木 祥文, 畠山 響, 味本 健祐, 中田 光紀, 秋山 英久

    第45回人工知能学会社会におけるAI研究会   2022.12

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    Publishing type:Research paper (conference, symposium, etc.)   Kind of work:Joint Work  

  • チーム学校を形成するAIスクリーニング(発見から支援まで)

    山野則子, 中島智晴, 鈴木あい, 渡辺健太郎, 伊藤莉央, 木下昌美, 橋本麿和, 林萍萍, 黄健育, 藤川拓海

    日本子ども虐待防止学会第28回学術集会ふくおか大会   2022.12

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    Publishing type:Research paper (conference, symposium, etc.)   Kind of work:Joint Work  

  • 寄り道を用いた監視経路の修正

    久野遼太朗, 松田泰宏, 加藤正元, 楠木祥文, 中島智晴

    計測自動制御学会 システム・情報部門学術講演会2022   2022.11

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    Publishing type:Research paper (conference, symposium, etc.)   Kind of work:Joint Work  

  • 建築積算監理における回帰分析を用いた部品間の関係性抽出手法の検討

    加藤正元, 楠木祥文, 中島智晴

    計測自動制御学会 システム・情報部門学術講演会2022   2022.11

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    Publishing type:Research paper (conference, symposium, etc.)   Kind of work:Joint Work  

  • スクリーニングデータを用いた学校チーム会議判定システム

    中島智晴, 山野則子, 鈴木あい, 宋昇勲, 林萍萍, 黄健育, 藤川拓海, 楠木祥文

    計測自動制御学会 システム・情報部門学術講演会2022   2022.11

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    Publishing type:Research paper (conference, symposium, etc.)   Kind of work:Joint Work  

  • A Study on the linguistic explanation of online classification mechanism using Confidence-Weighted learning fuzzy classifiers

    Ajimoto Kensuke, Kusunoki Yoshifumi, Nakashima Tomoharu

    38   316 - 319   2022.09

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    Publishing type:Research paper (conference, symposium, etc.)  

    <p>Fuzzy classifiers can linguistically explain its classification mechanism while achieving high classification accuracy. In this paper, we aim to explain the classification mechanism in dynamic environments where the classification boundary changes over time. For this purpose, a fuzzy classifier is constructed in an online manner by means of Confidence-Weighted learning. Online learning allows the classifier to be trained from a small number of training patterns. We have confirmed that the learning model can linguistically explain the classification mechanism by examining how the weights of the fuzzy if-then rules in the fuzzy classifier so that the fuzzy classifier dynamically follows the changes in the classification boundary.</p>

    DOI: 10.14864/fss.38.0_316

  • Automatic Control of Mini 4WD Based on Localization Using a Camera and Dealing with Communication Delay

    Shibata Yuuki, Shimizu Daiki, Nakashima Tomoharu, Kusunoki Yoshifumi

    38   354 - 356   2022.09( ISSN:1882-0212

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    Publishing type:Research paper (conference, symposium, etc.)  

    <p>In this paper, we describe a method for automatically controlling the speed of a mini 4WD car through the localization using image processing. A camera captures images of a mini 4WD car in motion, and its position is estimated from the difference between the background and the captured images. The mini 4WD car is then controlled based on the position of the mini 4WD car and the control rules that are specified in advance. There is a communication delay during the control of the mini 4WD car. This problem is worked around by setting the control rules so that the communication delay is taken into account when the control rules are specified.</p>

    DOI: 10.14864/fss.38.0_354

    J-GLOBAL

  • Developing a Support System for the Supervision of Construction Estimation

    Kato Masaharu, Nakashima Tomaharu, Kusunoki Yoshifumi

    38   77 - 81   2022.09( ISSN:1882-0212

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    Publishing type:Research paper (conference, symposium, etc.)  

    <p>Creating cost estimation sheets is one of business affairs in the field of construction. The cost estimation sheets are required to summarize necessary items, quantities, and prices for construction work in process. Since the contents of the cost estimation sheets directly affect the details of works, it must be always accurate without any errors. Therefore, the supervision process based on the past use cases is required to confirm the validity of the sheets in the final step. However, the past cost estimation sheets are stored separately from the other construction projects, so it is necessary to manually check them one by one to find the desired use case, which requires an enormous amount of time and effort. To solve this problem, we prepare a database from the past cost estimation sheets and develop an efficient system that can find the past use cases in the audit process.</p>

    DOI: 10.14864/fss.38.0_77

    J-GLOBAL

  • HELIOS2022: RoboCup 2022 Soccer Simulation 2D Competition Champion.

    Hidehisa Akiyama, Tomoharu Nakashima, Kyo Hatakeyama, Takumi Fujikawa

    RoboCup 2022: - Robot World Cup XXV [Bangkok, Thailand, July 11-17, 2022].(RoboCup)   13561   253 - 263   2022.07( ISSN:03029743 ( ISBN:9783031284687

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    Publishing type:Research paper (international conference proceedings)  

    The RoboCup Soccer Simulation 2D Competition is the oldest of the RoboCup competitions. The 2D soccer simulator enables two teams of simulated autonomous agents to play a game of soccer with realistic rules and sophisticated game play. This paper introduces the RoboCup 2022 Soccer Simulation 2D Competition champion team, HELIOS2022, a united team from Okayama University of Science and Osaka Metropolitan University. The overview of the team's two recent approaches is also described. The first one is the method of online search of cooperative behavior for the setplay planning. The second is a performance evaluation system for efficient team development.

    DOI: 10.1007/978-3-031-28469-4_21

    Other URL: https://dblp.uni-trier.de/db/conf/robocup/robocup2022.html#AkiyamaNHF22

  • Introduction of Machine Learning for Handling Missing States in Particle Filter

    Takuya Fukushima, Tomoharu Nakashima, Yoshifumi Kusunoki, Hidehisa Akiyama

    The Twenty-Seventh International Symposium on Artificial Life and Robotics 2022   920 - 924   2022.01

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    Publishing type:Research paper (international conference proceedings)  

  • Optimal Value Estimation of Intentional-Value-Substitution for Learning Regression Models.

    Takuya Fukushima, Tomoharu Nakashima, Taku Hasegawa, Vicenç Torra

    J. Adv. Comput. Intell. Intell. Informatics   25 ( 2 )   153 - 161   2021( ISSN:1343-0130

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    Publishing type:Research paper (scientific journal)  

    This paper focuses on a method to train a regression model from incomplete input values. It is assumed in this paper that there are no missing values in a training dataset while missing values exist during a prediction phase using the trained model. Under this assumption, we propose Intentional-Value-Substitution (IVS) training to obtain a machine learning model that makes the prediction error as minimum as possible. In IVS training, a model is trained to approximate the target function using a modified training dataset in which some feature values are substituted with a certain value even though their values are not missing. It is shown through a series of computational experiments that the substitution values calculated from a mathematical analysis help the models correctly predict outputs for inputs with missing values.

    DOI: 10.20965/jaciii.2021.p0153

  • Change Detection For Area Surveillance Using A Moving Camera.

    Tatsuhisa Watanabe, Tomoharu Nakashima, Yoshifumi Kusunoki

    Proceedings of the 35th International ECMS International Conference on Modelling and Simulation(ECMS)   220 - 226   2021( ISBN:9783937436722

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    Publishing type:Research paper (international conference proceedings)  

    DOI: 10.7148/2021-0220

    Other URL: https://dblp.uni-trier.de/db/conf/ecms/ecms2021.html#WatanabeNK21

  • Employing a View Field in Autonomous Robots and Optimization of Checkpoint Placement in Area Surveillance.

    Yasuhiro Matsuda, Tomoharu Nakashima, Yoshifumi Kusunoki

    60th Annual Conference of the Society of Instrument and Control Engineers of Japan(SICE)   27 - 32   2021( ISBN:9784907764739

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    In area surveillance problems, planning an effective route is important for both of cost and safety. One solution is to transform a surveillance problem to another route planning problem such as a traveling salesman problem or a vehicle routing problem. However, conventional problems are limited in their settings ( e. g., route expression), which cause difference between the models and the real world situation. Another solution is to evaluate routes by modeling and simulating the problem environment, for approaching the real world. In this paper, we develop a new simulation environment for surveillance, then propose a route optimization algorithm in the environment.

    Other URL: https://dblp.uni-trier.de/conf/sice/2021

  • Evaluation-function modeling with multi-layered perceptron for RoboCup soccer 2D simulation Reviewed

    Takuya Fukushima, Tomoharu Nakashima, Hidehisa Akiyama

    Artificial Life and Robotics 雑誌   25 ( 3 )   440 - 445   2020.08

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  • RoboCup サッカーシミュレーションにおける局面評価の表現法と学習法 Reviewed

    秋山 英久, 中島 智晴, 五十嵐 治一

    知能と情報 雑誌   32 ( 2 )   691 - 703   2020.04

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  • RoboCup サッカーにおける状況評価のリアルタイム化と観戦システムへの応用 Reviewed

    鈴木 雄大,福島 卓弥,中島 智晴

    知能と情報 雑誌   32 ( 1 )   534 - 538   2020.02

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  • Machine Learning and Deep Learning: Introduction and Applications

    NAKASHIMA Tomoharu

    Journal of the Society of Materials Science, Japan   69 ( 9 )   633 - 639   2020( ISSN:0514-5163

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    <p>Artificial Intelligence (AI) has been a popular topic in recent days not only in academia/industries but also in general public. Most of the time, they refer machine learning when AI is discussed. This paper gives introduction to machine learning. First, the overview of the machine learning is given. Then, three modes in the machine learning such as supervised learning, unsupervised learning, and reinforcement learning are described. In particular, supervised learning is explained in detail. In order to give a step-by-step introduction to the supervised learning, a linear function and a perceptron are explained and develop the discussion to three-layered neural networks. Furthermore, deep neural networks are explained as the extention to the three-layered neural networks. Finally, the application of the deep neural networks are shown with some examples.</p>

    DOI: 10.2472/jsms.69.633

    CiNii Article

    J-GLOBAL

  • Team Classification with Tactical Analysis Using Fuzzy Inference in RoboCup Soccer.

    Takuya Fukushima, Tomoharu Nakashima, Vicenç Torra

    2020 JOINT 11TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS AND 21ST INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS (SCIS-ISIS)   1 - 6   2020( ISSN:2377-6870 ( ISBN:9781728197326

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    In this paper, we propose an analysis method based on fuzzy inference in order to improve the classification accuracy on team strategies in RoboCup soccer. It is difficult to quantitatively evaluate team strategies because there are no appropriate ways to represent game situations including an intractable number of factors such as field states and tactics. Therefore, the performance of tactical analysis is not high enough to classify unknown teams. Because kick probability distribution proposed in previous works does not consider the kick directions, this paper employs kick direction distribution obtained by kernel density estimation using von-Mises distributions. A fuzzy inference system with the kick probability distribution as well as the kick direction distribution in the antecedent part of the fuzzy rules is constructed on the RoboCup games. This paper evaluates the classification accuracy of the proposed method through a series of computational experiments.

    DOI: 10.1109/SCISISIS50064.2020.9322733

    Other URL: https://dblp.uni-trier.de/db/conf/scisisis/scisisis2020.html#FukushimaNT20

  • An Automatic Team Evaluation System for RoboCup Soccer Simulation 2D.

    Ryota Kuga, Yudai Suzuki, Tomoharu Nakashima

    2020 JOINT 11TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS AND 21ST INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS (SCIS-ISIS)   1 - 4   2020( ISSN:2377-6870 ( ISBN:9781728197326

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    This paper describes a developed infrastructure for RoboCup Soccer Simulation 2D. One problem in developing a soccer team for the RoboCup Soccer Simulation 2D league is the evaluation of team performance. The game results are different game by game due to the randomness in the soccer simulator. Thus, in order to evaluate the team performance as precisely as possible, a large number of games are required to obtain statistical performance indicators. Since even a single execution of a soccer game needs a long and complicated procedure, there is a demand for an easy-to-use system that automatically executes the game multiple times and also statistically analyzes game results. Therefore, we develop an interactive performance evaluation system that consists of one server computer and several host computers. The server of the system assigns a host computer for executing requested games and aggregating their results. We also develop a chat bot-interface that enables users to send a request to the server interactively. This interactive interface makes it easier to execute the games on various computers that are connected to the host computer. In addition, the aggregated results are recorded on cloud storage, which immediately shares the results among all developers.

    DOI: 10.1109/SCISISIS50064.2020.9322705

    Other URL: https://dblp.uni-trier.de/db/conf/scisisis/scisisis2020.html#KugaSN20

  • A genetic algorithm optimising control point placement for edge bundling Reviewed

    Ryosuke Saga, Tomoki Yoshikawa, Ken Wakita, Ken Sakamoto, Gerald Schaefer, Tomoharu Nakashima

    VISIGRAPP 2020 - Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications   3   217 - 222   2020( ISBN:9789897584022

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    Copyright © 2020 by SCITEPRESS - Science and Technology Publications, Lda. All rights reserved. This paper describes a novel approach of edge bundling that employs a genetic algorithm (GA) to optimise the placement of control points. Edge bundling is a useful technique to reduce visual clutter and a number of model-based edge bundling approaches have been introduced in the literature. However, these do not attempt to optimise aesthetic rules directly. Differently from them, our approach assumes that edge bundling is regarded as an optimisation problem for aesthetic rules. To solve this problem, we present an GA-based algorithm where gene representation defines control points of edges in order to allow flexibility and the fitness function is defined based on quantitative criteria for edge bundling. Experimental results using a visualisation of a Japanese airline map demonstrates the feasibility of our proposed method and its usability.

    DOI: 10.5220/0008983202170222

  • Machine Learning and Deep Learning: Introduction and Applications

    NAKASHIMA Tomoharu

    Journal of the Society of Materials Science, Japan   69 ( 9 )   633 - 639   2020( ISSN:0514-5163

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    Publishing type:Research paper (scientific journal)  

    <p>Artificial Intelligence (AI) has been a popular topic in recent days not only in academia/industries but also in general public. Most of the time, they refer machine learning when AI is discussed. This paper gives introduction to machine learning. First, the overview of the machine learning is given. Then, three modes in the machine learning such as supervised learning, unsupervised learning, and reinforcement learning are described. In particular, supervised learning is explained in detail. In order to give a step-by-step introduction to the supervised learning, a linear function and a perceptron are explained and develop the discussion to three-layered neural networks. Furthermore, deep neural networks are explained as the extention to the three-layered neural networks. Finally, the application of the deep neural networks are shown with some examples.</p>

    DOI: 10.2472/jsms.69.633

  • Evaluation-function modeling with neural networks for RoboCup soccer Reviewed

    Takuya Fukushima, Tomoharu Nakashima, Hidehisa Akiyama

    Electronics and Communications in Japan   102 ( 12 )   40 - 46   2019.12( ISSN:1942-9533

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    © 2019 Wiley Periodicals, Inc. The quality of decision making by a RoboCup soccer agent depends on a path-planning and an evaluation function of a soccer field. In this paper, we employ a five-layered neural network as the evaluation function. We examine the performance of the soccer agents with various features (ball coordinates and opponents’ positions). We found that the neural network model helps soccer agents to imitate an expert team's decision making.

    DOI: 10.1002/ecj.12224

  • Applying FOSSE Approach to Image Data for Evaluating Game Situations Reviewed

    Yudai Suzuki, Tomoharu Nakashima

    2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019   2228 - 2236   2019.12( ISBN:9781728124858

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    © 2019 IEEE. In this paper, we propose to apply a FOrward Simulation for Situation Evaluation (FOSSE) approach to image data. A FOSSE approach was proposed for evaluating situation of a soccer game in our previous work. It consists of two parts: Forward simulation part and evaluate situation part. At first, the FOSSE approach simulates the future situation by a simulation model before evaluating the current situation. Secondly, the approach evaluates the current situation by a evaluation model with simulated future information. In the FOSSE approach, the future game situations are generated by what is called forward simulation. The first FOSSE approach used numerical information such as the position of the ball and the players. Applying the FOSSE approach to image data is a difficult task because forward simulation of image data is not straight forward. Therefore, in this paper, we focus on the forward simulation of the image data and investigate the suitable image simulation model for the FOSSE approach. As the evaluation model, we employ a 3D Convolutional Neural Network. First, we show that the evaluation performance can be increased by using successive frames of field situations through a series of preliminary computational experiments. Especially, the effectiveness of using future frame information rather than using past frame information is shown. Then, we present FOSSE approach with image data where both the current and the future frame information of game situations are used to evaluate the current game situation. Computational experiments are conducted to investigate the effective forward simulation model for our FOSSE approach.

    DOI: 10.1109/SSCI44817.2019.9002681

  • RoboCupサッカーにおけるニューラルネットワークを用いた評価関数モデリング Reviewed

    福島 卓弥,中島 智晴,秋山 英久

    電気学会論文誌C(電子・情報・システム部門誌) 雑誌   139 ( 10 )   1128 - 1133   2019.10

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  • A Study on the Analysis of Soccer Games using Distributed Representation of Actions and Players Reviewed

    Jiarun Zhong, Tomoharu Nakashima, Hidehisa Akiyama

    ICIC Express Letters 雑誌   13 ( 4 )   303 - 310   2019.04

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  • Route planning for multiple surveillance autonomous drones using a discrete firefly algorithm and a Bayesian optimization method Reviewed

    Jordan Henrio, Theo Deligne, Tomoharu Nakashima, Tatsuhisa Watanabe

    Artificial Life and Robotics   24 ( 1 )   100 - 105   2019.03( ISSN:1433-5298

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    © 2018, ISAROB. This paper focuses on the planning of routes for autonomous drones used for the surveillance of a given area. Routes consist of permutations of checkpoints selected by a human supervisor. The permutations are evaluated by a cost function that models the uncertainty of the monitored area’s situation, according to the elapsed time since the last visit of the different checkpoints. This paper suggests to address the problem of permutation optimization by employing a discrete version of the firefly algorithm. It presents three exploration strategies: swapping random pairs of elements, shuffling a random subset of elements, and moving toward a noisy firefly. In addition, it also suggests to use a Bayesian optimization technique for tuning the firefly algorithm hyper-parameters, instead of commonly used grid search techniques.

    DOI: 10.1007/s10015-018-0454-x

  • Anomaly Detection in Videos Recorded by Drones in a Surveillance Context Reviewed

    Jordan Henrio, Tomoharu Nakashima

    Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018   2503 - 2508   2019.01( ISSN:1062-922X ( ISBN:9781538666500

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    © 2018 IEEE. Automatic anomaly detection is an important difficulty in various domains such as surveillance, medicine and industry. Current surveillance systems generally use fixed-position cameras that cannot track anomalies. By virtue of recent industrial developments, drones are increasingly employed in various domains. They can also be employed for surveillance as moving cameras. Nevertheless, the recent literature lacks contributions describing anomaly detection in videos recorded by drones or for those with dynamic backgrounds. This paper presents specific examination of anomaly detection on the mini-drone video dataset which consists of surveillance videos recorded by a drone. The suggested anomaly detector is a deep neural network composed of a convolutional neural network and a recurrent neural network, trained using supervised learning. Experiments were conducted on both the mini-drone video dataset and the more popular UMN dataset. Although our model achieves state-of-the-art results on the UMN dataset, it is less data-efficient. However, the main goal of this study is to promote research efforts to resolve the difficulty of anomaly detection in videos with dynamic background and to provide first baseline results for additional contributions on the mini-drone video dataset.

    DOI: 10.1109/SMC.2018.00429

  • SOFT-CR連携ファジィ学問塾2019開催報告

    本多 克宏, 能島 裕介, 中島 智晴

    知能と情報   31 ( 6 )   172 - 173   2019( ISSN:1347-7986

  • On the Use of Simulated Future Information for Evaluating Game Situations Reviewed

    Yudai Suzuki, Tomoharu Nakashima

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   11531 LNAI   294 - 308   2019( ISSN:0302-9743 ( ISBN:9783030356989

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    © 2019, Springer Nature Switzerland AG. A FOrward Simulation for Situation Evaluation (FOSSE) approach for evaluating game situations is proposed in this paper. FOSSE approach considers multiple future situations to quantitatively evaluate the current game situations. Since future situations are not available during an ongoing game in real time, they are generated by what is called forward simulation. Then the current game situation is evaluated using the future game situations as well as the current situation itself. First, we show the evaluation performance can be increased by using successive situations in time through preliminary experiments. Especially, the effectiveness of using future information rather than using past information is shown. Then, we present FOSSE approach where both the current and the future information of game situations are used to evaluate the current game situation. In the FOSSE approach, the future game situations are generated by forward simulation. Computational experiments are conducted to investigate the effectiveness of the proposed approach.

    DOI: 10.1007/978-3-030-35699-6_23

  • Similarity Analysis of Action Trajectories Based on Kick Distributions Reviewed

    Takuya Fukushima, Tomoharu Nakashima, Hidehisa Akiyama

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   11531 LNAI   58 - 70   2019( ISSN:0302-9743 ( ISBN:9783030356989

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    © 2019, Springer Nature Switzerland AG. This paper discusses the validity of similarity measures for action trajectories based on kick distributions. We focus on action trajectories for analyzing team strategies. Kick distribution is then obtained from the action trajectories, which allows us to quantitatively calculate the dissimilarity (or distance) between two team strategies. In this paper, three distance metrics are investigated as the similarity measure: Earth mover’s distance, $$L^2$$ distance, and Jensen-Shannon divergence. A series of numerical experiments are conducted to compare the evaluation of the similarity obtained by the distances with human subjective evaluations. The effectiveness of the distance metrics is also discussed in terms of the computational cost for calculating the distance.

    DOI: 10.1007/978-3-030-35699-6_5

  • Estimating Optimal Values for Intentional-Value-Substitution Learning Reviewed

    Takuya Fukushima, Taku Hasegawa, Tomoharu Nakashima

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   11676 LNAI   319 - 329   2019( ISSN:0302-9743 ( ISBN:9783030267728

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    © 2019, Springer Nature Switzerland AG. Intentional-Value-Substitution (IVS) learning was shown to be effective for missing data. This paper gives further insight into the optimal value for the substitution during the learning of a regression model. Function fitting is focused on as the task of the machine learning model. Theoretical analysis on the optimal substitution value for IVS learning is presented before a series of experiments with neural networks are conducted in order to confirm the validity of the theoretical analysis. This paper also proposes a method for estimating the optimal substitution values without using the information of the target function. Another series of computational experiments are conducted to evaluate the accuracy performance of the estimation method.

    DOI: 10.1007/978-3-030-26773-5_28

  • Game-Watching Should be More Entertaining: Real-Time Application of Field-Situation Prediction to a Soccer Monitor Reviewed

    Yudai Suzuki, Takuya Fukushima, Léa Thibout, Tomoharu Nakashima, Hidehisa Akiyama

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   11531 LNAI   439 - 447   2019( ISSN:0302-9743 ( ISBN:9783030356989

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    © 2019, Springer Nature Switzerland AG. This paper describes an extension to a soccer monitor used in the RoboCup Soccer Simulation 2D League. The aim of the extension is to make the experience of watching games more entertaining. The audio effects and the visualization are focused on this purpose. The extended soccer monitor simulates the supporters’ excitement in watching a game by estimating the time cycle until the next goal, which is called SituationScore. This paper describes how SituationScore is obtained using a machine learning model and also describes the resulting soccer monitor. github: https://github.com/rinmunagi/spectator_appYouTube demo: https://youtu.be/J_NgcwcFtQI

    DOI: 10.1007/978-3-030-35699-6_35

  • 密度差推定に基づく分布クラスタリング手法の比較 Reviewed

    西原 詳,中島 智晴

    知能と情報 雑誌   29 ( 5 )   651 - 654   2017.10

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  • Optimizing Player’s Formations for Corner-Kick Situations in RoboCup Soccer 2D Simulation Reviewed

    Thomas Henn, Jordan Henrio, Tomoharu Nakashima

    Artificial Life and Robotics 雑誌   22 ( 3 )   296 - 300   2017.09

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    Kind of work:Joint Work  

  • シリアスゲームを活用した認知症ケア教育用電子教材の開発と評価 Reviewed

    若山大輝,中島智晴,山本美輪,前川泰子,藤井崇敬,橋本力

    International Journal of Japanese nursing care practice and study 雑誌   6 ( 1 )   34 - 40   2017

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  • The Effect of the Arrangement of Fuzzy If-Then Rules on the Performance of On-Line Fuzzy Classification Reviewed

    Tomoharu Nakashima

    Lecture Notes in Computer Science 雑誌   9734   287 - 295   2016.07

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    Kind of work:Joint Work  

  • Three Layers Framework Concept for Adjustable Artificial Intelligence Reviewed

    Benoît Vallade, Alexandre David, Tomoharu Nakashima

    Journal of Advanced Computational Intelligence and Intelligent Informatics 雑誌   19 ( 6 )   867 - 879   2015.11

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  • Game Strategy Decision Module Based on GA and Neural Network Reviewed

    Vallade Benoît, David Alexandre, Tomoharu Nakashima

    Computer Games and Communication 雑誌   1 ( 1 )   1 - 12   2015.11

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  • Survey on the Use of Information and Communication Technology Tools in Educating Caregivers of Elderly People with Dementia —Analysis from Ichushi and PubMed Reviewed

    Miwa Yamamoto, Noriko Adachi, Yasuko Maekawa, Tomoharu Nakashima, Shigeru Sakuraba

    Open Journal of Nursing 雑誌   4 ( 5 )   375 - 378   2014.04

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    Kind of work:Joint Work  

  • 居住空間のスマート化に向けた高齢者見守りシステム開発の取り組み Reviewed

    前川 泰子,中島 智晴,今西 昇,樋口 由美

    ヒューマンケア研究学会誌 雑誌   5 ( 2 )   51 - 55   2014.03

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  • Michigan vs. Pittsburgh Style GA Optimisation of Fuzzy Rule Bases for Gene Expression Analysis Reviewed

    Gerald Schaefer, Tomoharu Nakashima

    International Journal of Fuzzy Systems Applications 雑誌   3 ( 4 )   60 - 72   2013

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    Kind of work:Joint Work  

  • Parallelizing Fuzzy Rule Generation using GPGPU

    Takesuke Uenishi, Tomoharu Nakashima, Noriyuki Fujimoto

    Artificial Life and Robotics   16 ( 2 )   214 - 218   2011.09

  • A Visual Debugger for Developing RoboCup Soccer 3D Sgents

    Yosuke Nakamura, Tomoharu Nakashima

    Artificial Life and Robotics   16 ( 2 )   219 - 223   2011.09

  • GPGPUを用いたファジィルール生成の高速化 Reviewed

    上西孟介,中島智晴,藤本典幸

    知能と情報 雑誌   22 ( 6 )   164 - 169   2010.12

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  • Designing High-Level Decision Making Systems Based on Fuzzy If-Then Rules for a Point-To-Point Car Racing Game Reviewed

    Tomoharu Nakashima, Seiya Fujii

    Soft Computing 雑誌   14 ( 5 )   517 - 528   2010.03

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    Kind of work:Joint Work  

  • Data Mining of Gene Expression Data by Fuzzy and Hybrid Fuzzy Methods Reviewed

    Gerald Schaefer, Tomoharu Nakashima

    IEEE Transactions on Information Technology in Biomedicine 雑誌   14 ( 1 )   23 - 29   2010.01

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    Kind of work:Joint Work  

  • Thermography Based Breast Cancer Analysis using Statistical Features and Fuzzy Classification Reviewed

    Gerald Schaefer, Michal Zavisek, Tomoharu Nakashima

    Pattern Recognition 雑誌   42 ( 6 )   1133 - 1137   2009.06

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    Kind of work:Joint Work  

  • The 2007 IEEE CEC Simulated Car Racing Competition Reviewed

    J. Togelius, S. Lucas, H.-D. Thang, J.M. Garibaldi, T. Nakashima, C.-H. Tan, I. Elhanany, S. Berant, P. Hingston, R.M. MacCallum, T. Haferlach, A. Gowrisankar, P. Burrow

    Genetic Programming and Evolvable Machines 雑誌   9 ( 4 )   295 - 329   2008.12

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  • Analysis of breast thermograms based on statistical image features and hybrid fuzzy classification Reviewed

    Gerald Schaefer, Tomoharu Nakashima, Michal Zavisek

    Lecture Notes in Computer Science 雑誌   5358 ( 1 )   753 - 762   2008.12

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    Kind of work:Joint Work  

  • A Cost-Based Fuzzy System for Pattern Classification with Class Importance Reviewed

    T. Nakashima, Y. Yokota, H. Ishibuchi, G. Schaefer

    International Journal of Artificial Life and Robotics 雑誌   12 ( 1-2 )   43 - 46   2008.04

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    Kind of work:Joint Work  

  • Multiple Regression with Fuzzy data Reviewed

    A. Bargiela, W. Pedrycz, T. Nakashima

    Fuzzy Sets and Systems 雑誌   158 ( 19 )   2169 - 2188   2007.10

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    Kind of work:Joint Work  

  • Constructing Cost-Sensitive Fuzzy Rule-Based Systems for Pattern Classification Problems Reviewed

    T. Nakashima, Y. Yokota, H. Ishibuchi, G. Schaefer, A. Drastich, M Zavisek

    Journal of Advanced Computational Intelligence and Intelligent Informatics 雑誌   11 ( 6 )   546 - 553   2007.07

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    Kind of work:Joint Work  

  • A Genetic Approach to the Design of Autonomous Agents for Futures Trading Reviewed

    T. Nakashima, Y. Yokota, Y. Shoji, H. Ishibuchi

    International Journal of Artificial Life and Robotics 雑誌   11 ( 2 )   145 - 148   2007.07

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    Kind of work:Joint Work  

  • A Weighted Fuzzy Classifier and Its Application to Image Processing Tasks Reviewed

    T. Nakashima, G. Schaefer, Y. Yokota, H. Ishibuchi

    Fuzzy Sets and Systems 雑誌   158 ( 3 )   284 - 294   2007.02

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    Kind of work:Joint Work  

  • Knowledge evolution in a dynamic environment of robocup simulation Reviewed

    T. Nakashima, H. Ishibuchi , M. Nii

    Prof. of the 12th International Symposium on Artificial Life and Robotics 雑誌   2007.01

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  • A cost-based fuzzy system for pattern classification with class importance Reviewed

    T. Nakashima, Y. Yokota, H. Ishibuchi

    Prof. of the 12th International Symposium on Artificial Life and Robotics 雑誌   2007.01

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    Kind of work:Joint Work  

  • Examining the effect of cost assignment on the performance of cost-based classification systems Reviewed

    T. Nakashima, Y. Yokota, G. Schaefer, H. Ishibuchi

    Proc. of 2006 IEEE International Conference on Systems, Man, and Cybernetics - SMC 雑誌   2772 - 2777   2006.10

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    Kind of work:Joint Work  

  • Constructing a mimicking soccer agent using neural networks Reviewed

    N. Namikawa, T. Nakashima, H. Ishibuchi

    Proc. of Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on Advanced Intelligent Systems 雑誌   69 - 74   2006.09

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    Kind of work:Joint Work  

  • Performance evaluation of cost-sensitive fuzzy classification systems for breast cancer diagnosis Reviewed

    Y. Yokota, T. Nakashima, H. Ishibuchi

    Proc. of Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on Advanced Intelligent Systems 雑誌   1014 - 1019   2006.09

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    Kind of work:Joint Work  

  • Performance evaluation of an evolutionary method for RoboCup soccer strategies Reviewed

    T. Nakashima, M. Takatani, M. Udo, H. Ishibuchi, M. Nii

    Lecture Notes in Computer Science 雑誌   4020   616 - 623   2006.08

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    Kind of work:Joint Work  

  • Robust evaluation of RoboCup soccer strategies by using match history Reviewed

    T. Nakashima, M. Takatani, N. Namikawa, H. Ishibuchi, M. Nii

    Proc. of 2006 Congress on Evolutionary Computation 雑誌   4338 - 4344   2006.07

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    Kind of work:Joint Work  

  • A cost-based fuzzy rule-based system for pattern classification problems Reviewed

    T. Nakashima, Y. Yokota, G. Schaefer, H. Ishibuchi

    Proc. of 2006 IEEE International Conference on Fuzzy Systems 雑誌   847 - 851   2006.07

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    Kind of work:Joint Work  

  • An Approach to Fuzzy Default Reasoning for Function Approximation Reviewed

    H. Ishibuchi, T. Yamamoto, T. Nakashima

    Soft Computing 雑誌 Springer   10 ( 9 )   850 - 864   2006.07

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    Kind of work:Joint Work  

  • Performance evaluation of an evolutionary method for RoboCup soccer strategies Reviewed

    T. Nakashima, M. Takatani, M. Udo, H. Ishibuchi, M. Nii

    Lecture Notes in Computer Science 雑誌   4020   616 - 623   2006.06

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  • The effect of using match history on the evolution of RoboCup soccer team strategies Reviewed

    T. Nakashima, M. Takatani, H. Ishibuchi, M. Nii

    Proc. of 2006 IEEE Symposium on Computational Intelligence and Games 雑誌   60 - 66   2006.05

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    Kind of work:Joint Work  

  • Generating classification rules from numerical data with misclassification cost Reviewed

    T. Nakashima, Y. Yokota, G. Schaefer, H. Ishibuchi

    Proc. of 20th European Conference on Modelling and Simulation 雑誌   79 - 84   2006.05

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  • A genetic approach to the design of autonomous agents for futures trading Reviewed

    H. Kitano, T. Nakashima, H. Ishibuchi

    Proc. of 11th International Symposium on Artificial Life and Robotics 雑誌   406 - 409   2006.01

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  • Comparative study on fuzzy and non-fuzzy cost-sensitive classification systems Reviewed

    T. Nakashima, Y. Yokota, H. Ishibuchi, G. Schaefer

    Proc. of 11th International Symposium on Artificial Life and Robotics 雑誌   582 - 585   2006.01

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  • Behavior Analysis of Futures Trading Agents Using Fuzzy Rule Extraction Reviewed

    H. Kitano, T. Nakashima, H. Ishibuchi

    Proc. of 2005 IEEE International Conference on Systems, Man and Cybernetics 雑誌   1477 - 1481   2005.10

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  • Developing a Goal Keeper for Simulated RoboCup Soccer and its Performance Evaluation Reviewed

    S. Yokoyama, N. Namikawa, T. Nakashima, M. Udo, H. Ishibuchi

    Proc. of the 3rd International Symposium on Autonomous Minirobots for Research and Edutainment 雑誌   75 - 80   2005.09

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  • A Study on Robust Evaluation Schemes for Game Stragtegy Evolution Reviewed

    N. Namikawa, T. Nakashima, H. Ishibuchi

    Proc. of 6th International Symposium on Advanced Intelligent Systems 雑誌   718 - 722   2005.09

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    Kind of work:Joint Work  

  • Interpreting the Behavior of a Trading Agent using Fuzzy If-Then Rules Reviewed

    H. Kitano, T. Nakashima, H. Ishibuchi

    Proc. of 6th International Symposium on Advanced Intelligent Systems 雑誌   588 - 593   2005.09

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    Kind of work:Joint Work  

  • Cost-Sensitive Approach to the Construction of Fuzzy Classification Systems Reviewed

    Y. Yokota, T. Nakashima, H. Ishibuchi, G. Schaefer

    Proc. of 6th International Symposium on Advanced Intelligent Systems 雑誌   412 - 417   2005.09

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    Kind of work:Joint Work  

  • Performance Evaluation of an Evolutionary Method for RoboCup Soccer Strategies Reviewed

    T. Nakashima, M. Takatani, M. Udo, H. Ishibuchi, M. Nii

    Proc. of RoboCup 2005 International Symposium 雑誌   2005.07

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    Kind of work:Joint Work  

  • Effect of Data Weighting Methods on the Performance of Fuzzy Classification Systems Reviewed

    T. Nakashima, Y. Yokota, H. Ishibuchi, A. Bargiela

    Proc. of 2005 North American Fuzzy Information Processing Society Conference 雑誌   216 - 221   2005.06

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    Kind of work:Joint Work  

  • Behavior Visualization of Autonomous Trading Agents Reviewed

    T. Nakashima, H. Kitano, H. Ishibuchi

    Proc. of 19th European Conference on Modelling and Simulation 雑誌   288 - 293   2005.06

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    Kind of work:Joint Work  

  • Constructing Fuzzy Classification Systems from Weighted Training Patterns Reviewed

    ),T. Nakashima, Y. Yokota, H. Ishibuchi, A. Bargiela

    Proc. of 19th European Conference on Modelling and Simulation 雑誌   91 - 96   2005.06

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  • Hybridization of Fuzzy GBML Approaches for Pattern Classification Problems Reviewed

    H. Ishibuchi, T. Yamamoto, T. Nakashima

    IEEE Trans. on Systems, Man, and Cybernetics-Part B: Cybernetics 雑誌   Vol.35 ( No.2 )   359 - 365   2005.04

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  • Fitness Modification in Genetic Algorithms for Function Optimization Problems Reviewed

    T. Yoshida, T. Nakashima, H. Ishibuchi

    Proc. of the 10th International Symposium on Artificial Life and Robotics 雑誌   2005.02

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  • An Off-line Learning Method for Improving the Performance of an Autonomously Trading Agent Reviewed

    T. Nakashima, H. Kitano, H. Ishibuchi

    Proc. of the 5th International Conference on Recent Advances in Soft Computing 雑誌   2004.12

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  • Evolution of Strategies for Simulated RoboCup Soccer Reviewed

    T. Nakashima, M, Takatani, M. Udo, H. Ishibuchi, M. Nii

    Proc. of the 5th International Conference on Recent Advances in Soft Computing 雑誌   2004.12

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  • Keeping Diversity of Reference Set for Keeping Diversity of Population in Distributed Genetic Algorithms Reviewed

    T. Nakashima, T. Yoshida, H. Ishibuchi

    Proc. of the 9th International Conference on Artificial Life and Robotics 雑誌   263 - 266   2004.11

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  • Development of a Fuzzy Position Controller for an Autonomously Trading Agent Reviewed

    T. Nakashima, H. Kitano, H. Ishibuchi

    Proc. of 2004 IEEE International Conference on Systems, Man and Cybernetics 雑誌   2338 - 2343   2004.10

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  • An Evolutionary Approach for Strategy Learning in RoboCup Soccer Reviewed

    T. Nakashima, M. Takatani, M. Udo, H. Ishibuch

    Proc. of 2004 IEEE International Conference on Systems, Man and Cybernetics 雑誌   2023 - 2028   2004.10

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    Kind of work:Joint Work  

  • Constructing Fuzzy Classification Systems from Weighted Training Patterns( Reviewed

    T. Nakashima, H. Ishibuchi, A. Bargiela

    Proc. of 2004 IEEE International Conference on Systems, Man and Cybernetics 雑誌   2386 - 2391   2004.10

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    Kind of work:Joint Work  

  • An Evolutionary Approach for Learning Soccer Strategies Reviewed

    T. Nakashima, M. Takatani, M. Udo, H. Ishibuchi

    Proc. of Joint 2nd International Conference on Soft Computing and Intelligent Systems and 5th International Symposium on Advanced Intelligent Systems 雑誌   2004.09

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  • A Study on Weighting Training Patterns for Fuzzy Rule-Based Classification Systems Reviewed

    T. Nakashima, H. Ishibuchi, A. Bargiela

    Proc. of the 1st International Conference on Modeling Decisions for Artificial Intelligence 雑誌   60 - 69   2004.08

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  • A study on weighting training patterns for fuzzy rule-based classification systems Reviewed

    T. Nakashima, H. Ishibuchi, A. Bargiela

    Lecture Notes in Artificial Intelligence 雑誌   3131   60 - 69   2004.08

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  • Performance Evaluation of Randomly Trading Agents in a Virtual Futures Market Reviewed

    T. Nakashima, H. Kitano, H. Ishibuchi

    Proc. of the Third International Workshop on Agent-based Approaches in Economic and Social Complex Systems 雑誌   225 - 232   2004.05

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  • パターン識別のためのファジィアンサンブル学習手法の提案 Reviewed

    中井学,中島智晴,石渕久生

    日本知能情報ファジィ学会誌 雑誌   第15 ( 6 )   671 - 681   2003.12

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  • Application of a Multi-Agent Model with Pioneers and Followers to a Day Care Center Allocation Problem Reviewed

    T. Murata, H. Kitano, T. Nakashima, H. Ishibuchi

    Proc. of International Conference on Intelligent Technologies 2003 雑誌   179 - 186   2003.12

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  • Explicit Diversity Preservation in Distributed Genetic Algorithms by Fitness Modification Reviewed

    T. Nakashima, T. Yoshida, H. Ishibuchi

    Proc. of the 2nd International Conference on Computational Intelligence, Robotics and Autonomous Systems 雑誌   - 6   2003.12

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    Kind of work:Joint Work  

  • ファジィQ学習によるサッカーエージェントの行動学習 Reviewed

    中島智晴,有働昌代,石渕久生

    日本知能情報ファジィ学会誌 雑誌   第15 ( 6 )   702 - 707   2003.12

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  • Constructing Fuzzy Ensembles for Pattern Classification Problems Reviewed

    T. Nakashima, G. Nakai, H. Ishibuchi

    Proc. of 2003 IEEE International Conference on Systems, Man and Cybernetics 雑誌   3200 - 3205   2003.10

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  • Knowledge Acquisition for a Soccer Agent by Fuzzy Reinforcement Learning Reviewed

    T. Nakashima, M. Udo, H. Ishibuchi

    Proc. of 2003 IEEE International Conference on Systems, Man and Cybernetics 雑誌   4256 - 4261   2003.10

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  • Development and Analysis of Autonomously Trading Agents Reviewed

    T. Nakashima, T. Ariyama, H. Ishibuchi

    Proc. of the 34th Annual Conference of the International Simulation and Gaming Association 雑誌   883 - 892   2003.08

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  • A Fuzzy Reinforcement Learning for a Ball Interception Problem Reviewed

    T. Nakashima, M. Udo, H. Ishibuchi

    Lecture Notes in Computer Science 雑誌   3020   559 - 567   2003.07

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  • Performance Evaluation of Combined Cellular Genetic Algorithms for Function Optimization Problems Reviewed

    T. Nakashima, T. Ariyama, T. Yoshida, H. Ishibuchi

    Proc. of 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation 雑誌   295 - 299   2003.07

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  • Acquiring the Positioning Skill in a Soccer Game using a Fuzzy Q-Learning Reviewed

    T. Nakashima, M. Udo, H. Ishibuchi

    Proc. of 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation 雑誌   1488 - 1491   2003.07

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  • Credit Assignment by Fuzzy Rule-Based Systems in Fuzzy Classifier Ensembles Reviewed

    T. Nakashima, G. Nakai, H. Ishibuchi

    Proc. of 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation 雑誌   664 - 669   2003.07

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  • Implementation of Fuzzy Q-Learning for a Soccer Agent Reviewed

    T.Nakashima, M.Udo, H.Ishibuchi

    Proc. of 2003 IEEE International Conference on Fuzzy Systems 雑誌   533 - 536   2003.05

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  • Extracting Linguistic Knowledge and Its Use As Decision Support in a Virtual Futures Market Reviewed

    T.Nakashima, T.Ariyama, H.Ishibuchi

    Proc. of 2003 IEEE International Conference on Fuzzy Systems 雑誌   708 - 713   2003.05

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  • A Boosting Algorithm with Subset Selection of Training Patterns Reviewed

    T.Nakashima, G.Nakai, H.Ishibuchi

    Proc. of 2003 IEEE International Conference on Fuzzy Systems 雑誌   690 - 695   2003.05

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  • Learning Fuzzy Rules from Iterative Execution of Games Reviewed

    H. Ishibuchi, R. Sakamoto, T. Nakashima

    Fuzzy Sets and Systems 雑誌   Vol. 135 ( No. 2 )   213 - 240   2003.04

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  • セル構造を有する分散遺伝的アルゴリズムの提案 Reviewed

    中島智晴,有山貴信,石渕久生

    情報処理学会論文誌:数理モデル化と応用 雑誌   Vol. 43 ( No. SIG 10 )   46 - 57   2002.11

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  • Combining Multiple Cellular Genetic Algorithms for Efficient Search Reviewed

    T. Nakashima, T. Ariyama, H. Ishibuchi

    Proc. of 4th Asia-Pacific Conference on Simulated Evolution And Learning 雑誌   712 - 716   2002.11

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  • On-Line Learning of a Fuzzy System for a Futures Market Reviewed

    T. Nakashima, T. Ariyama, H. Ishibuchi

    Proc. of the 2002 International Conference on Fuzzy Systems and Knowledge Discovery 雑誌   54 - 58   2002.11

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  • A Boosting Algorithm of Fuzzy Rule-Based Systems for Pattern Classification Problems Reviewed

    T.Nakashima, G.Nakai, H.Ishibuchi

    Proc. of the 2002 International Conference on Fuzzy Systems and Knowledge Discovery 雑誌   155 - 158   2002.11

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  • A Genetic Algorithm for Constructing Fuzzy Classifier Ensembles Reviewed

    T.Nakashima, G.Nakai, H.Ishibuchi

    Proc. of 1st International Conference on Soft Computing and Intelligent Systems 雑誌   241 - 3   2002.10

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  • Knowledge Extraction by Fuzzy-Rule-Learning and its Effectiveness in Decision Support for Futures Trading Reviewed

    T. Nakashima, T. Ariyama, H. Ishibuchi

    Proc. of 1st International Conference on Soft Computing and Intelligent Systems 雑誌   243 - 4   2002.10

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  • Fuzzy Q-Learning for Acquiring the Behavior of a Soccer Agent Reviewed

    T.Nakashima, M.Udo, H.Ishibuchi

    Proc. of 1st International Conference on Soft Computing and Intelligent Systems 雑誌   241 - 3   2002.10

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  • A Fuzzy Rule-Based System for Ensembling Classification Systems Reviewed

    T. Nakashima, G. Nakai, H. Ishibuchi

    Proc. of 2002 IEEE International Conference on Fuzzy Systems 雑誌   1432 - 1437   2002.05

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  • Improving the performance of fuzzy classification systems by membership function leaning and feature selection Reviewed

    T. Nakashima, G. Nakai, H. Ishibuchi

    Proc. of 2002 IEEE International Conference on Fuzzy Systems 雑誌   488 - 493   2002.05

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  • Adjusting membership functions and reducing the number of features for designing fuzzy classification systems Reviewed

    T. Nakashima, G. Nakai, H. Ishibuchi

    Proc. of the 7th International Symposium on Artificial Life and Robotics 雑誌   381 - 384   2002.01

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  • A study on several variants of cellular genetic algorithms Reviewed

    T. Nakashima, T. Ariyama, H. Ishibuchi

    Proc. of the 7th International Symposium on Artificial Life and Robotics 雑誌   282 - 285   2002.01

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  • Determination of Rule Weights of Fuzzy Association Rules Reviewed

    H. Ishibuchi, T. Yamamoto, T. Nakashima

    Proc. of 10th IEEE International Conference on Fuzzy System 雑誌   1555 - 1558   2001.12

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  • Linguistic Modeling for Function Approximation Using Grid Partitions Reviewed

    H. Ishibuchi, T. Yamamoto, T. Nakashima

    Proc. of 10th IEEE International Conference on Fuzzy System 雑誌   47 - 50   2001.12

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  • Adaptation of Fuzzy Rule-Based Systems for Game Playing Reviewed

    H. Ishibuchi, R. Sakamoto, T. Nakashima

    Proc. of 10th IEEE International Conference on Fuzzy System 雑誌   1448 - 1451   2001.12

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  • Fuzzy Data Mining: Effect of Fuzzy Discretization Reviewed

    H. Ishibuchi, T. Yamamoto, T. Nakashima

    Proc. of 2001 IEEE International Conference on Data Mining 雑誌   241 - 248   2001.11

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  • Evolution of Unplanned Coordination in a Market Selection Game Reviewed

    H. Ishibuchi, R. Sakamoto, T. Nakashima

    IEEE Trans. on Evolutionary Computation 雑誌   Vol. 5 ( No. 5 )   524 - 534   2001.10

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  • Supervised and Unsupervised Fuzzy Discretization of Continuous Attributes for Pattern Classification Problems Reviewed

    T. Nakashima, H. Ishibuchi

    Proc. of Knowledge-Based Intelligent Information Engineering Systems 雑誌   32 - 36   2001.09

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  • Effect of Rule Weights in Fuzzy Rule-Based Classification Systems Reviewed

    H. Ishibuchi, T. Nakashima

    IEEE Trans. on Fuzzy Systems 雑誌   Vol.9 ( No.4 )   506 - 515   2001.08

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  • Three-Objective Genetics-Based Machine Learning for Linguistic Rule Extraction Reviewed

    H. Ishibuchi, T. Nakashima, T. Murata

    Information Sciences 雑誌   Vol.136 ( No.1-4 )   109 - 133   2001.08

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  • GA-Based Approaches to Linguistic Modeling of Nonlinear Functions Reviewed

    H. Ishibuchi, D. Takeuchi, T. Nakashima

    Proc. of 9th IFSA World Congress and 20th NAFIPS International Conference 雑誌   1239 - 1234   2001.07

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  • Learning of Neural Networks with GA-based Instance Selection Reviewed

    H. Ishibuchi, T. Nakashima, M. Nii

    Proc. of 9th IFSA World Congress and 20th NAFIPS International Conference 雑誌   2102 - 2107   2001.07

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  • Fuzzy Association Rules for Handling Continuous Attributes Reviewed

    H. Ishibuchi, T. Nakashima, T. Yamamoto

    Proc. of 2001 IEEE International Symposium on Industrial Electronics 雑誌   118 - 121   2001.06

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  • Three-Objective Optimization in Linguistic Function Approximation Reviewed

    H. Ishibuchi, T. Nakashima

    Proc. of Congress on Evolutionary Computation 2001 雑誌   340 - 347   2001.05

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  • Effect of Localized Selection on the Evolution of Unplanned Coordination in a Market Selection Game Reviewed

    H. Ishibuchi, R. Sakamoto, T. Nakashima

    Proc. of Congress on Evolutionary Computation 2001 雑誌   1011 - 1018   2001.05

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  • Multiobjective optimization in linguistic rule extraction from numerical data Reviewed

    H. Ishibuchi, T. Nakashima, T. Murata

    Lecture Notes in Computer Science 雑誌   1993   588 - 602   2001.03

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  • パターン選択と特徴選択における適応度関数 Reviewed

    石渕久生,中島智晴,新居学

    電子情報通信学会誌D-II 雑誌   第J84-D-I ( 3 )   608 - 612   2001.03

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  • 空間型繰り返し囚人のジレンマゲームにおける隣接プレーヤ間での信頼関係のモデル化( Reviewed

    石渕久生,中理達夫,中島智晴

    子情報通信学会論文誌 D-I 雑誌   第J83-D-I ( 10 )   1097 - 1108   2000.10

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  • High-Dimensional Test Problems of Linguistic Modeling and Fuzzy Genetics-Based Machine Learning Reviewed

    H. Ishibuchi, D. Takeuchi, T. Nakashima

    Proc. of 6th International Conference on Soft Computing 雑誌   60 - 67   2000.10

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  • Adaptation of Fuzzy Systems and Neural Networks in a Non-Stationary Market Selection Game Reviewed

    H. Ishibuchi, R. Sakamoto, M. Nii, T. Nakashima

    Proc. of 6th International Conference on Soft Computing 雑誌   396 - 403   2000.10

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  • Multi-Objective Pattern and Feature Selection by a Genetic Algorithm Reviewed

    H. Ishibuchi, T. Nakashima

    Proc. of 2000 Genetic and Evolutionary Computation Conference 雑誌   121 - 140   2000.07

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  • Minimizing the Number of Fuzzy Rules by Fuzzy Genetics-Based Machine Learning for Pattern Classification Problems Reviewed

    H. Ishibuchi, T. Nakashima, T. Kuroda

    Proc. of the 8th Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems 雑誌   96 - 103   2000.07

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  • Fuzzy and Crisp Partition of Pattern Spaces for Extracting Linguistic Rules from Numerical Data Reviewed

    H. Ishibuchi, T. Nakashima

    Proc. of the 8th Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems 雑誌   1668 - 1675   2000.07

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  • Linguistic Rule Extraction by Genetics-Based Machine Learning Reviewed

    H. Ishibuchi, T. Nakashima

    Proc. of 2000 Genetic and Evolutionary Computation Conference 雑誌   273 - 290   2000.07

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  • Evolution of Strategies in Spatial IPD Games with Structural Demes Reviewed

    H. Ishibuchi, T. Nakari, T. Nakashima

    Proc. of 2000 Genetic and Evolutionary Computation Conference 雑誌   1097 - 1108   2000.07

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  • A Hybrid Fuzzy GBML Algorithm for Designing Compact Fuzzy Rule-Based Classification Systems Reviewed

    H. Ishibuchi, T. Nakashima, T. Kuroda

    Proc. of 9th IEEE International Conference on Fuzzy Systems 雑誌   706 - 711   2000.05

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  • Effect of Rule Weights in Fuzzy Rule-Based Classification Systems Reviewed

    H. Ishibuchi, T. Nakashima

    Proc. of 9th IEEE International Conference on Fuzzy Systems 雑誌   59 - 64   2000.05

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  • Pattern and Feature Selection by Genetic Algorithms in Nearest Neighbor Classification Reviewed

    H.Ishibuchi, T.Nakashima

    Journal of Advanced Computational Intelligence 雑誌   Vol.4 ( No.2 )   138 - 145   2000.04

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  • 特殊化の度合いの異なるファジィルールにおける暗黙の階層構造を用いた多入力システムの言語モデリング Reviewed

    石渕久生,中島智晴

    日本ファジィ学会誌 雑誌   第11 ( 6 )   114 - 126   2000.02

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  • Improving the Performance of Fuzzy Classifier Systems for Pattern Classification Problems with Continuous Attributes Reviewed

    H.Ishibuchi, T.Nakashima

    IEEE Trans. on Industrial Electronics 雑誌   Vol.46 ( No.6 )   157 - 168   1999.12

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  • Performance Evaluation of Fuzzy Classifier Systems for Multi-Dimensional Pattern Classification Problems Reviewed

    H.Ishibuchi, T.Nakashima, T.Murata

    IEEE Trans. on Systems, Man, and Cybernetics- Part B: Cybernetics 雑誌   Vol.29 ( No.5 )   601 - 618   1999.10

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  • Linguistic Rule Extraction from Numerical Data for High-Dimensional Classification Problems Reviewed

    H. Ishibuchi, T. Murata, T. Nakashima

    International Journal of Advanced Computational Intelligenc 雑誌   Vol. 3 ( No. 5 )   386 - 393   1999.10

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  • Evolution of reference sets in nearest neighbor classification Reviewed

    H. Ishibuchi, T. Nakashima

    Lecture Notes in Artificial Intelligence 雑誌   1585   82 - 89   1999.05

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  • Voting in Fuzzy Rule-Based Systems for Pattern Classification Problems Reviewed

    H.Ishibuchi, T.Nakashima, T.Morisawa

    Fuzzy Sets and Systems 雑誌   Vol.103 ( No.2 )   223 - 238   1999.04

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  • Competition between Strategies for a Market Selection Game Reviewed

    H.Ishibuchi, C.H.Oh, T.Nakashima

    COMPLEXITY INTERNATIONAL (On-line Journal: http://www.csu.edu.au/ci/) 雑誌   Vol.6   1999.01

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  • Evolution of Reference Sets in Nearest Neighbor Classification Reviewed

    H. Ishibuchi, T. Nakashima

    Proc. of the 2nd Asia-Pacific Conference on Simulated Evolution and Learning 雑誌   1998.11

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  • Fuzzy partition and input selection by genetic algorithms for designing fuzzy rule-based classification systems Reviewed

    T. Murata, H. Ishibuchi, T. Nakashima, M. Gen

    Lecture Notes in Computer Science 雑誌   1447   82 - 89   1998.11

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  • 競合状況での市場選択問題に対する強化学習を用いた解析 Reviewed

    石渕久生,宮本博允,新居学,中島智晴

    日本経営工学会誌 雑誌   49 ( 2 )   108 - 117   1998.06

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  • ファジーQ学習による市場選択ゲームの戦略獲得 Reviewed

    呉志賢,中島智晴,石渕久生

    電子情報通信学会論文誌D-II 雑誌   J81-D-II ( 6 )   1306 - 1316   1998.06

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  • ファジィクラシファイアシステムの性能改良 Reviewed

    中島智晴,石渕久生

    電子情報通信学会論文誌A 雑誌   J81-A ( 5 )   885 - 888   1998.05

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  • Fuzzy Partition and Input Selection by Genetic Algorithms for Designing Fuzzy Rule-Based Classification Problems Reviewed

    T. Murata, H. Ishibuchi, T. Nakashima, M. Gen

    Proc. of 7th International Conference on Evolutionary Programming 雑誌   885 - 888   1998.03

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  • ファジーQ学習の性能評価 Reviewed

    呉志賢, 中島 智晴, 石渕久生

    電子情報通信学会論文誌 雑誌   J81-D-II ( 1 )   194 - 197   1998.01

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  • Comparison of the Michigan and Pittsburgh approaches to the design of fuzzy classification systems Reviewed

    H. Ishibuchi, T. Nakashima, T. Murata

    Electronics and Communications in Japan (Part III: Fundamental Electoronic Science 雑誌   Vol. 80 ( Issue 12 )   1997.12

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    Kind of work:Joint Work  

  • ファジィ識別システムにおける投票識別方式 Reviewed

    石渕 久生, 森澤 武彦, 中島智晴

    日本ファジィ学会誌 雑誌   第9 ( 2 )   251 - 260   1997.04

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    Kind of work:Joint Work  

  • ファジィ識別システム構築のためのミシガンアプローチとピッツバーグアプローチの比較( Reviewed

    石渕久生,中島智晴,村田忠彦

    電子情報通信学会論文誌A 雑誌   第J80-A ( 2 )   379 - 387   1997.02

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    Kind of work:Joint Work  

  • A fuzzy classifier system that generates linguistic rules for pattern classification Reviewed

    H. Ishibuchi, T. Nakashima, T. Murata

    Lecture Notes in Artificial Intelligence 雑誌   1152   35 - 54   1996.10

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    Kind of work:Joint Work  

  • クラシファイアシステムによる言語的識別ルールの獲得 Reviewed

    中島智晴,村田忠彦,石渕久生

    日本経営工学会誌 雑誌   47 ( 3 )   199 - 206   1996.08

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    Kind of work:Joint Work  

  • A Fuzzy Classifier System that Generates Fuzzy IF-Then Rules for Pattern Classification Problems Reviewed

    H. Ishibuchi, T. Nakashima, T. Murata

    Proc. of 1995 IEEE International Conference on Evolutionary Computation 雑誌   759 - 764   1995.11

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    Kind of work:Joint Work  

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Books and Other Publications

  • ものづくりに役立つ経営工学の事典

    中島智晴( Role: Contributor ,  知識工学)

    朝倉書店  2014.01 

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    Book type:Scholarly book

  • Applications of Soft Computing – Algorithms, Integration, and Success Stories

    ( Role: Contributor ,  Gerald Schaefer and Tomoharu Nakashima: Michigan Style Fuzzy Classification for Gene Expression Analysis)

    2010.08  ( ISBN:978-3642112812

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    Responsible for pages:101-108   Book type:Scholarly book

  • Rough Fuzzy Image Analysis – Foundations and Methodologies

    ( Role: Contributor ,  Applications of Fuzzy Rule-Based Systems in Medical Image Understanding)

    2010.05  ( ISBN:978-1-4398-0329-5

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    Responsible for pages:6–1--6–31   Book type:Scholarly book

  • ロボット情報学ハンドブック

    中島智晴( Role: Contributor ,  エージェントシミュレーション)

    ナノオプトニクス・エナジー出版  2010.03 

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    Responsible for pages:602-610   Book type:Scholarly book

  • 進化技術ハンドブック第Ⅰ巻基礎編

    中島智晴( Role: Contributor ,  ゲーム)

    近代科学社  2010.01 

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    Responsible for pages:222-225   Book type:Scholarly book

  • Fuzzy Systems in Bioinformatics, Bioengineering and Computational Biology

    ( Role: Contributor ,  Gene Expression Analysis by Fuzzy and Hybrid Fuzzy Classification)

    2009.05  ( ISBN:978-3-540-89967-9

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    Responsible for pages:127-140   Book type:Scholarly book

  • Encyclopedia of Healthcare Information Systems

    ( Role: Contributor ,  Cost-Sensitive Classification for Medical Diagnosis)

    2008.07  ( ISBN:978-1-59904-889-5

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    Responsible for pages:297-302   Book type:Scholarly book

  • Computational Intelligence in Bioinformatics

    ( Role: Contributor ,  Fuzzy Classification for Gene Expression Data Analysis)

    2008.02  ( ISBN:978-3-540-76802-9

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    Responsible for pages:209-218   Book type:Scholarly book

  • Computational Intelligence: Principles and Practice

    ( Role: Contributor ,  Computational Intelligence in RoboCup Soccer Simulation)

    2006.07 

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    Responsible for pages:217-236   Book type:Scholarly book

  • Classification and Modeling with Linguistic Information Granules: Advanced Approaches to Linguistic Data Mining

    ( Role: Joint author)

    2004.11  ( ISBN:9783642058608

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    Responsible for pages:1-308   Book type:Scholarly book

    CiNii Books

  • Information Fusion in Data Mining

    ( Role: Contributor ,  Ensembling Classification System by a Fuzzy Rule-Based System)

    2003.05 

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    Responsible for pages:189-208   Book type:Scholarly book

  • Intelligent Systems: Technology and Applications, Volume 1: Implementation Techniques

    ( Role: Contributor ,  Online Adaptation of Intelligent Decision-Making Systems)

    2002.09 

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    Responsible for pages:87-113   Book type:Scholarly book

  • A New Paradigm of Knowledge Engineering by Soft Computing

    ( Role: Contributor ,  Approaches to the Design of Classification Systems from Numerical Data and Linguistic Knowledge)

    2001.04 

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    Responsible for pages:241-271   Book type:Scholarly book

  • Computational Intelligence in Games

    ( Role: Contributor ,  Fuzzy Rule-Based Strategy for a Market Selection Game)

    2001.04 

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    Responsible for pages:133-156   Book type:Scholarly book

  • Instance Selection and Construction for Data Mining

    ( Role: Contributor ,  Genetic-Algorithm-Based Instance and Feature Selection)

    2001.02 

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    Responsible for pages:95-112   Book type:Scholarly book

  • Fuzzy If-Then Rules in Computational Intelligence: Theory and Applications

    ( Role: Contributor ,  Fuzzy If-Then Rules for Pattern Classification)

    2000.05 

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    Responsible for pages:267-295   Book type:Scholarly book

  • Fuzzy Theory Systems: Techniques and Applications (Vol.3)

    ( Role: Contributor ,  Techniques and Applications of Genetic Algorithm-Based Methods for Designing Compact Fuzzy Classification Systems)

    1999.10 

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    Responsible for pages:1081-1109   Book type:Scholarly book

  • Fuzzy Evolutionary Computation

    ( Role: Contributor ,  Genetic-Algorithm-Based Approaches to Classification Problems)

    1997.06 

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    Responsible for pages:127-154   Book type:Scholarly book

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MISC

  • Robust k-Means Minimizing Roots of Distances Derived by DC Algorithm

    楠木祥文, 端谷大輝, 中島智晴

    システム制御情報学会研究発表講演会講演論文集(CD-ROM)   67   756 - 758   2023.05

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  • Examination of work efficiency improvement method through system development in construction cost estimation supervision

    加藤正元, 中島智晴, 楠木祥文

    建築生産シンポジウム論文集   38th   2023

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  • ICT(Information and Communication Technology)とIoT(Internet of Things)のAI開発技術からリハビリテーションへの応用の可能性

    中島智晴

    リハビリテーション連携科学   23 ( 1 )   58 - 59   2022.06

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  • AIによるスクリーニングの支援

    中島智晴, 藤川拓海

    日本子ども虐待防止学会学術集会大会プログラム・抄録集   28   2022

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  • Estimation of the Optimal Substitution Value of Intentional-Value-Substitution for Three-Dimensional Problems

    Fukushima Takuya, Kusunoki Yoshifumi, Torra Vicenq, Nakashima Tomoharu

    Proceedings of the Fuzzy System Symposium   37   565 - 570   2021.09( ISSN:1882-0212

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    This paper studies a modeling method that makes prediction error as low as possible under the condition that there is no missing data in a training dataset while some values are missing in the phase of prediction. In our previous research, we proposed Intentional-Value-Substitution learning as well as a method for estimating optimal substitution values for two-dimensional problems. In this paper, we extend the method of estimating the optimal substitution values to the case of three-dimensional problems. It is shown that the substitution values estimated by the proposed method help the models predict outputs for inputs with missing values not only for two-dimensional problems but also for three-dimensional problems.

    DOI: 10.14864/fss.37.0_565

    CiNii Article

    J-GLOBAL

  • Initialization Methods in Discrete Firefly Algorithm for Route Optimization of Drone Surveillance

    加藤正元, 中島智晴, 渡邊龍尚

    電気学会研究会資料   2020 ( 7 )   5 - 8   2020.03

  • Development of an Online Competition System for RoboCup Soccer Simulation 2D

    KUGA Ryota, YAMAGUCHI Masaki, NAKASHIMA Tomoharu, AKIYAMA Hidehisa

    JSAI Technical Report, Type 2 SIG   2020 ( 38 )   4 - 4   2020( ISSN:2436-5556 ( eISSN:2436-5556

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    <p>In this study, we developed an online competition system for RoboCup soccer simula- tion 2D. Due to coronavirus disease (COVID-19), the regular competition will not be held in 2020 as usual, so there was a need to develop an" online competition system "that enables the holding of non-face-to-face competitions. This system uses a chatbot system to automate match executions and team management. The chatbot API automates the execution of programs and tasks such as start server and start players. In this way, the system achieves competition completely online. This system was officially adopted for the RoboCup Japan Open 2020 soccer simulation 2D league competition in 2020, when the first official online competition was held. Thanks to this system, the competition management flow which had been carried out manually, has been automated. As a result, this system has made a significant contribution to reducing the burden of competition management.</p>

    DOI: 10.11517/jsaisigtwo.2020.SAI-038_04

    CiNii Article

    J-GLOBAL

  • Team-Strategy Analysis with Fuzzy Inference in RoboCup Soccer

    Fukushima Takuya, Nakashima Tomoharu, Vicenç Torra

    Proceedings of the Fuzzy System Symposium   36   105 - 110   2020( ISSN:1882-0212

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    <p>In this paper, we propose an analysis method with fuzzy inference in order to improve the classification accuracy of team strategies in RoboCup soccer. It is currently difficult to quantitatively evaluate team strategies because there are no appropriate ways to represent game situations and also there are an intractable number of factors such as field states and tactics. Therefore, the performance of tactical analysis is not high enough to identify unknown teams. Because the kick probability distribution proposed in the previous works cannot consider the kick directions, this paper employs a kick direction distribution obtained by kernel density estimation using von-Mises distributions. In a series of computational experiments, a fuzzy inference system with the kick probability distribution as well as kick direction distribution in the antecedent is constructed from the RoboCup games. This paper evaluates the classification accuracy in order to investigate the performance of the proposed method.</p>

    DOI: 10.14864/fss.36.0_105

    CiNii Article

    J-GLOBAL

  • チーム学校を形成するスクリーニングシステム(発見から支援まで)~AIシステム構築の可能性~【発表3】スクリーニングから予測するAI研究

    中島智晴, 福島卓弥

    日本子ども虐待防止学会学術集会大会プログラム・抄録集   26th   2020

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  • Machine Learning and Deep Learning: Introduction and Applications

    NAKASHIMA Tomoharu

    Journal of the Society of Materials Science, Japan   69 ( 9 )   633 - 639   2020( ISSN:0514-5163

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    <p>Artificial Intelligence (AI) has been a popular topic in recent days not only in academia/industries but also in general public. Most of the time, they refer machine learning when AI is discussed. This paper gives introduction to machine learning. First, the overview of the machine learning is given. Then, three modes in the machine learning such as supervised learning, unsupervised learning, and reinforcement learning are described. In particular, supervised learning is explained in detail. In order to give a step-by-step introduction to the supervised learning, a linear function and a perceptron are explained and develop the discussion to three-layered neural networks. Furthermore, deep neural networks are explained as the extention to the three-layered neural networks. Finally, the application of the deep neural networks are shown with some examples.</p>

    DOI: 10.2472/jsms.69.633

    CiNii Article

  • Real-Time Situation Evaluation and its Application to a Spectating System for RoboCup Soccer

    SUZUKI Yudai, FUKUSHIMA Takuya, NAKASHIMA Tomoharu, AKIYAMA Hidehisa

    Journal of Japan Society for Fuzzy Theory and Intelligent Informatics   32 ( 1 )   534 - 538   2020( ISSN:1347-7986

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    <p>This paper describes a real-time situation evaluation system for RoboCup Soccer Simulation 2D League and its application to a spectating system. The aim of developing the spectating system is to make the spectator's experience of watching games more entertaining by expressing the excitement of the audience based on the game situation, and making it easy to understand the game situation. For this purpose, the evaluation value of the game situation called <i>SituationScore</i> is estimated in real time during the ongoing game, and the excitement of the game is expressed by the audio and visual effects according to the estimated <i>SituationScore</i>. How <i>SituationScore</i> is obtained using a deep learning method and also how a soccer monitor application is extended with audio and visual effects are explained.</p>

    DOI: 10.3156/jsoft.32.1_534

    CiNii Article

  • Real-Time Situation Evaluation and its Application to a Spectating System for RoboCup Soccer

    SUZUKI Yudai, FUKUSHIMA Takuya, NAKASHIMA Tomoharu, AKIYAMA Hidehisa

    Journal of Japan Society for Fuzzy Theory and Intelligent Informatics   32 ( 1 )   534 - 538   2020( ISSN:1347-7986

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    <p>This paper describes a real-time situation evaluation system for RoboCup Soccer Simulation 2D League and its application to a spectating system. The aim of developing the spectating system is to make the spectator's experience of watching games more entertaining by expressing the excitement of the audience based on the game situation, and making it easy to understand the game situation. For this purpose, the evaluation value of the game situation called <i>SituationScore</i> is estimated in real time during the ongoing game, and the excitement of the game is expressed by the audio and visual effects according to the estimated <i>SituationScore</i>. How <i>SituationScore</i> is obtained using a deep learning method and also how a soccer monitor application is extended with audio and visual effects are explained.</p>

    DOI: 10.3156/jsoft.32.1_534

    CiNii Article

  • Representation and Learning Methods for Situation Evaluation in RoboCup Soccer Simulation

    AKIYAMA Hidehisa, NAKASHIMA Tomoharu, IGARASHI Harukazu

    Journal of Japan Society for Fuzzy Theory and Intelligent Informatics   32 ( 2 )   691 - 703   2020( ISSN:1347-7986

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    <p>In this paper, representations of a situation evaluation model and their learning methods in RoboCup soccer simulation 2D are reviewed. A soccer game is commonly known as an example of multi-agent systems in an uncertain and dynamic environment. First, this paper discusses the similarities and differences between the RoboCup soccer simulation and other benchmark tests of game AI research. Next, a search method based on action chains is presented as a mechanism of action selection by a soccer player. This method is based on the look-ahead of field situations by the combination of a search tree and a situation evaluation model, which is the case in the chess and shogi programs. Then, various methods of constructing the situation evaluation models that are used in the generation of action chains by the machine learning framework are reviewed along with example models that have been proposed.</p>

    DOI: 10.3156/jsoft.32.2_691

    CiNii Article

  • Representation and Learning Methods for Situation Evaluation in RoboCup Soccer Simulation

    AKIYAMA Hidehisa, NAKASHIMA Tomoharu, IGARASHI Harukazu

    Journal of Japan Society for Fuzzy Theory and Intelligent Informatics   32 ( 2 )   691 - 703   2020( ISSN:1347-7986

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    <p>In this paper, representations of a situation evaluation model and their learning methods in RoboCup soccer simulation 2D are reviewed. A soccer game is commonly known as an example of multi-agent systems in an uncertain and dynamic environment. First, this paper discusses the similarities and differences between the RoboCup soccer simulation and other benchmark tests of game AI research. Next, a search method based on action chains is presented as a mechanism of action selection by a soccer player. This method is based on the look-ahead of field situations by the combination of a search tree and a situation evaluation model, which is the case in the chess and shogi programs. Then, various methods of constructing the situation evaluation models that are used in the generation of action chains by the machine learning framework are reviewed along with example models that have been proposed.</p>

    DOI: 10.3156/jsoft.32.2_691

    CiNii Article

  • Visual Explanation of a Situation-Evaluation Model in RoboCup Soccer

    久我亮太, 中島智晴

    可視化情報シンポジウム(CD-ROM)   48th   2020( ISSN:2433-2275

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  • Case Study:Constructing a Child-Support Decision Model from Screening Data

    Nakashima Tomoharu, Fukushima Takuya, Kusunoki Yoshifumi, Yamano Noriko, Ishida Mari, Ogura Yasuhiro, Yo Eshin

    Proceedings of the Fuzzy System Symposium   36   93 - 94   2020( ISSN:1882-0212

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    <p>In this paper, we report a case study of constructing a machine learning model from real data. The case report in this paper is to determine whether a child needs school support or not. This case study uses a Yamano-style screening sheet to determine the support for elementary school children. Conventionally, the decision on whether or not support is needed was made by a person. However, when the number of children increases, the amount of support exceeds the tractable amount. In addition, there was a problem that it was difficult to obtain a common standard of support-decision because of the total dependence of such decisions on local governments and schools. Therefore, a support-decision model was created by machine learning from screening data that were collected from the elementary schools. The procedures used to construct the model from real data, the accuracy of the model obtained, the lessons learned from the series of work, and future issues are presented.</p>

    DOI: 10.14864/fss.36.0_93

    CiNii Article

    J-GLOBAL

  • A study on the analysis of soccer games using distributed representation of actions and players Reviewed

    Jiarun Zhong, Tomoharu Nakashima, Hidehisa Akiyama

    ICIC Express Letters   13 ( 4 )   303 - 310   2019.04( ISSN:1881-803X

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    © 2019, ICIC International. All rights reserved. In this paper we propose a new method for analyzing team strategies from the action records during a game in RoboCup soccer simulation 2D league. In the soccer simulation 2D games, log files are mainly used to analyze the strategies of teams. Being able to design appropriate strategies of teams, we need to identify the performance of players and relationship between players in the teams. For this purpose, firstly, we use a natural language processing method which is called Word2vec. Word2vec translates the action and players into real vectors from log files. The real vectors are then used to perform clustering of players. As different teams may have different strategies, according to the clustering results of players, it is possible to grasp the similarity of teams, players, and then choose an appropriate strategy to play against the opponent team. With the proposed method, we also conduct some experiments with different teams and show effectiveness of the proposed method.

    DOI: 10.24507/icicel.13.04.303

  • Route planning for multiple surveillance autonomous drones using a discrete firefly algorithm and a Bayesian optimization method Reviewed

    Jordan Henrio, Theo Deligne, Tomoharu Nakashima, Tatsuhisa Watanabe

    Artificial Life and Robotics   24 ( 1 )   100 - 105   2019.03( ISSN:1433-5298 ( eISSN:1614-7456

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    © 2018, ISAROB. This paper focuses on the planning of routes for autonomous drones used for the surveillance of a given area. Routes consist of permutations of checkpoints selected by a human supervisor. The permutations are evaluated by a cost function that models the uncertainty of the monitored area’s situation, according to the elapsed time since the last visit of the different checkpoints. This paper suggests to address the problem of permutation optimization by employing a discrete version of the firefly algorithm. It presents three exploration strategies: swapping random pairs of elements, shuffling a random subset of elements, and moving toward a noisy firefly. In addition, it also suggests to use a Bayesian optimization technique for tuning the firefly algorithm hyper-parameters, instead of commonly used grid search techniques.

    DOI: 10.1007/s10015-018-0454-x

  • Invitation to Fuzzy School with SOFT‐CR in FSS2019

    中島智晴, 本多克宏

    ソフトサイエンス・ワークショップ講演論文集(CD-ROM)   29th   2‐3   2019.03

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  • Comparison of Corpora for Analyzing Hit‐Products based on Language Information

    中島智晴, ZHONG Jiarun, 小倉美智子, 吉田隆治, 西嶋大作, 伊吹昌久

    ソフトサイエンス・ワークショップ講演論文集(CD-ROM)   29th   8‐11   2019.03

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  • 移動軌跡中の滞在開始時刻と滞在時間に着目した異常検知手法

    山村 拓也, 中島 智晴

    第81回全国大会講演論文集   2019 ( 1 )   503 - 504   2019.02

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    本研究室では,居住者のプライバシーを尊重した見守りを行えるよう,LRFを用いた高齢者見守りシステムの開発を進めている.これまでに,LRFデータから居住者の移動軌跡を獲得する手法を提案した.本研究では,その移動軌跡に対する異常検知手法を提案する.提案手法ではまず,学習用データから頻繁に滞在する場所(ベッドなど)を自動的に求める.次に,求められた滞在場所における滞在開始時刻と滞在時間に着目して異常検知する.異常検知はホテリング理論に基づいて各時刻におけるスコアを求め,そのスコアとあらかじめ決められた閾値との関係から異常かそうでないかを判定する.数値実験により,提案手法の有効性を調査する.

    CiNii Article

  • RoboCup サッカーにおける行動の共起に注目した戦略分析の一考察

    中島 智晴, 鍾 家潤

    第81回全国大会講演論文集   2019 ( 1 )   101 - 102   2019.02

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    本研究では,行動の共起関係からサッカー戦略を分析する手法を提案する.サッカー戦略分析の対象として,RoboCup サッカーシミュレーション2Dを考える.提案手法では,まず,大量のゲームログから行動系列を抽出する.抽出された行動系列群をコーパスとして Word2Vec モデルを構築し,行動とプレーヤを分散表現に変換する.分散表現に変換された行動とプレーヤをグループ化したり可視化したりすることでチーム戦略を理解することができるかどうか調べる.

    CiNii Article

  • RoboCup サッカーにおける行動の共起に注目した戦略分析の一考察

    中島 智晴, 鍾 家潤

    第81回全国大会講演論文集   2019 ( 1 )   101 - 102   2019.02

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    本研究では,行動の共起関係からサッカー戦略を分析する手法を提案する.サッカー戦略分析の対象として,RoboCup サッカーシミュレーション2Dを考える.提案手法では,まず,大量のゲームログから行動系列を抽出する.抽出された行動系列群をコーパスとして Word2Vec モデルを構築し,行動とプレーヤを分散表現に変換する.分散表現に変換された行動とプレーヤをグループ化したり可視化したりすることでチーム戦略を理解することができるかどうか調べる.

    CiNii Article

  • RoboCup サッカーにおける行動の共起に注目した戦略分析の一考察

    中島 智晴, 鍾 家潤

    第81回全国大会講演論文集   2019 ( 1 )   101 - 102   2019.02

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    本研究では,行動の共起関係からサッカー戦略を分析する手法を提案する.サッカー戦略分析の対象として,RoboCup サッカーシミュレーション2Dを考える.提案手法では,まず,大量のゲームログから行動系列を抽出する.抽出された行動系列群をコーパスとして Word2Vec モデルを構築し,行動とプレーヤを分散表現に変換する.分散表現に変換された行動とプレーヤをグループ化したり可視化したりすることでチーム戦略を理解することができるかどうか調べる.

    CiNii Article

  • RoboCupサッカーにおける行動の共起に注目した戦略分析の一考察

    中島智晴, ZHONG Jiarun

    情報処理学会全国大会講演論文集   81st ( 2 )   2.101‐2.102   2019.02

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  • 意図的代入法における最適代入値の理論的解析

    福島卓弥, 長谷川拓, 中島智晴

    情報処理学会全国大会講演論文集   81st ( 2 )   2.49‐2.50   2019.02

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  • 意図的代入法における最適代入値の理論的解析

    福島 卓弥, 長谷川 拓, 中島 智晴

    第81回全国大会講演論文集   2019 ( 1 )   49 - 50   2019.02

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    本論文では,予測時にデータが欠損する場合の機械学習モデルの学習法について検討する.学習用データセットには欠損値がなく完全な情報を持っているが,テストデータセットに欠損値が存在するものと仮定する.この仮定の下で,不完全な入力情報に対してロバストな予測が可能なモデルの学習方法を提案する.提案手法では,モデル学習時に特徴量を特定の確率で決められた固定値に置き換える.理論的に誤差の期待値が最小になる代入値を学習用データセットから推定し,その推定代入値を用いてモデルを学習させる.数値実験では推定代入値を用いたモデルと理論値を代入したモデルやランダムに代入したモデルの近似精度を比較し,有効性を調査する.

    CiNii Article

  • 意図的代入法における最適代入値の理論的解析

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    第81回全国大会講演論文集   2019 ( 1 )   49 - 50   2019.02

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    本論文では,予測時にデータが欠損する場合の機械学習モデルの学習法について検討する.学習用データセットには欠損値がなく完全な情報を持っているが,テストデータセットに欠損値が存在するものと仮定する.この仮定の下で,不完全な入力情報に対してロバストな予測が可能なモデルの学習方法を提案する.提案手法では,モデル学習時に特徴量を特定の確率で決められた固定値に置き換える.理論的に誤差の期待値が最小になる代入値を学習用データセットから推定し,その推定代入値を用いてモデルを学習させる.数値実験では推定代入値を用いたモデルと理論値を代入したモデルやランダムに代入したモデルの近似精度を比較し,有効性を調査する.

    CiNii Article

  • 意図的代入法における最適代入値の理論的解析

    福島 卓弥, 長谷川 拓, 中島 智晴

    第81回全国大会講演論文集   2019 ( 1 )   49 - 50   2019.02

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    本論文では,予測時にデータが欠損する場合の機械学習モデルの学習法について検討する.学習用データセットには欠損値がなく完全な情報を持っているが,テストデータセットに欠損値が存在するものと仮定する.この仮定の下で,不完全な入力情報に対してロバストな予測が可能なモデルの学習方法を提案する.提案手法では,モデル学習時に特徴量を特定の確率で決められた固定値に置き換える.理論的に誤差の期待値が最小になる代入値を学習用データセットから推定し,その推定代入値を用いてモデルを学習させる.数値実験では推定代入値を用いたモデルと理論値を代入したモデルやランダムに代入したモデルの近似精度を比較し,有効性を調査する.

    CiNii Article

  • 移動軌跡中の滞在開始時刻と滞在時間に着目した異常検知手法

    山村 拓也, 中島 智晴

    第81回全国大会講演論文集   2019 ( 1 )   503 - 504   2019.02

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    本研究室では,居住者のプライバシーを尊重した見守りを行えるよう,LRFを用いた高齢者見守りシステムの開発を進めている.これまでに,LRFデータから居住者の移動軌跡を獲得する手法を提案した.本研究では,その移動軌跡に対する異常検知手法を提案する.提案手法ではまず,学習用データから頻繁に滞在する場所(ベッドなど)を自動的に求める.次に,求められた滞在場所における滞在開始時刻と滞在時間に着目して異常検知する.異常検知はホテリング理論に基づいて各時刻におけるスコアを求め,そのスコアとあらかじめ決められた閾値との関係から異常かそうでないかを判定する.数値実験により,提案手法の有効性を調査する.

    CiNii Article

  • 移動軌跡中の滞在開始時刻と滞在時間に着目した異常検知手法

    山村 拓也, 中島 智晴

    第81回全国大会講演論文集   2019 ( 1 )   503 - 504   2019.02

     More details

    本研究室では,居住者のプライバシーを尊重した見守りを行えるよう,LRFを用いた高齢者見守りシステムの開発を進めている.これまでに,LRFデータから居住者の移動軌跡を獲得する手法を提案した.本研究では,その移動軌跡に対する異常検知手法を提案する.提案手法ではまず,学習用データから頻繁に滞在する場所(ベッドなど)を自動的に求める.次に,求められた滞在場所における滞在開始時刻と滞在時間に着目して異常検知する.異常検知はホテリング理論に基づいて各時刻におけるスコアを求め,そのスコアとあらかじめ決められた閾値との関係から異常かそうでないかを判定する.数値実験により,提案手法の有効性を調査する.

    CiNii Article

  • HELIOS2018: RoboCup 2018 Soccer Simulation 2D League Champion Reviewed

    Hidehisa Akiyama, Tomoharu Nakashima, Takuya Fukushima, Jiarun Zhong, Yudai Suzuki, An Ohori

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   11374 LNAI   450 - 461   2019( ISSN:0302-9743 ( eISSN:1611-3349

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    © Springer Nature Switzerland AG 2019. The RoboCup Soccer Simulation 2D League is the oldest of the RoboCup competitions. The 2D soccer simulator enables to teams of simulated autonomous agents to play a game of soccer with realistic rules and sophisticated game play. This paper introduces the RoboCup 2018 Soccer Simulation 2D League champion team, HELIOS2018, a united team from Fukuoka University and Osaka Prefecture University. The overview of the team’s two recent research themes is also described. The first one is the method of online search of cooperative behavior and several approaches to acquire the appropriate evaluation functions. The second one is an opponent analysis in order to adopt the team strategy to the current opponent team online.

    DOI: 10.1007/978-3-030-27544-0_37

  • 順シミュレーションにより生成された予測局面を用いたサッカーの試合状況評価

    鈴木雄大, 中島智晴

    人工知能学会AIチャレンジ研究会(Web)   54th   2019

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  • SOFT-CR連携ファジィ学問塾2019開催報告

    本多 克宏, 能島 裕介, 中島 智晴

    知能と情報   31 ( 6 )   172 - 173   2019( ISSN:1347-7986

  • RoboCupサッカーにおける時系列数値データを用いた試合状況の評価

    鈴木雄大, 中島智晴

    人工知能学会AIチャレンジ研究会(Web)   53rd   1‐5 (WEB ONLY)   2019

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  • RoboCupサッカーにおけるヘテロマッチングが戦術に与える影響

    福島卓弥, 山口将貴, 中島智晴, 秋山英久

    人工知能学会AIチャレンジ研究会(Web)   54th   2019

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  • RoboCupサッカーにおけるキック分布に注目した行動軌跡の類似度分析

    福島卓弥, 中島智晴, 秋山英久

    人工知能学会AIチャレンジ研究会(Web)   53rd   6‐13 (WEB ONLY)   2019

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  • Analysis on Soccer Strategies by using LogAnalyzer3

    Fukushima Takuya, Nakashima Tomoharu, Akiyama Hidehisa

    Proceedings of the Fuzzy System Symposium   35 ( 0 )   26 - 30   2019( ISSN:1882-0212

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    Authorship:Corresponding author  

    <p>LogAnalyzer3 is a log analysis tool of RoboCup soccer simulation 2D league. In RoboCup, it is desirable to analyze game log files for developing a team without any human's intuition and preconception. In this paper, we show an example of such a systematic method. Game log files include such important information for applying machine learning methods. We have developed a tool for extracting useful infor- mation in the games. LogAnalyzer3 can extract action sequences that are expressed by the gather of two continuous kick commands. In this paper, the action sequences are converted into kick distributions. This allows us to calculate dissimilarity between two action sequences.</p>

    DOI: 10.14864/fss.35.0_26

    CiNii Article

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  • Preliminary Examination of Edge Bundling Based on Genetic Algorithm

    吉川友貴, 中島智晴, 佐賀亮介

    可視化情報シンポジウム(CD-ROM)   47th   2019( ISSN:2433-2275

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  • Real-Time Situation Evaluation System and its Application to a Spectating System

    Suzuki Yudai, Fukushima Takuya, ́ea L, Nakashima Tomoharu, Akiyama Hidehisa

    Proceedings of the Fuzzy System Symposium   35 ( 0 )   31 - 36   2019( ISSN:1882-0212

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    <p>This paper describes a real-time situation evaluation system for RoboCup Soccer Simulation 2D League and its application to a spectating system. The aim of developing the spectating system is to make the spectator's experience of watching games more entertaining by expressing the excitement of the audience based on the game situation, and making it easy to understand the game situation. For this purpose, the evaluation value of the game situation called SituationScore is estimated in real time during the ongoing game, and the excitement of the game is expressed by the audio and visual effects according to the estimated SituationScore. How SituationScore is obtained using a deep learning method and also how a soccer monitor application is extended with audio and visual effects are explained.</p>

    DOI: 10.14864/fss.35.0_31

    CiNii Article

    J-GLOBAL

  • Evaluation of Situations in RoboCup 2D Simulations Using Soccer Field Images Reviewed

    Tanguy Pomas, Tomoharu Nakashima

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   11374 LNAI   275 - 286   2019( ISSN:0302-9743 ( eISSN:1611-3349

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    © Springer Nature Switzerland AG 2019. This paper proposes a convolutional neural network (CNN) that assesses the situation at one point of a RoboCup 2D soccer game, predicting which team will score next and when, by only taking soccer field images as input. To train this model, we define a metric, called SituationScore that estimates, for a frame, the remaining number of frames before next goal. A dataset containing more than one million RoboCup 2D soccer field images labeled with their SituationScore, from more than 5,000 games has been built to train our CNN. Our CNN-based model manages to predict the SituationScore of a frame with an average error lower than the other methods tested in this paper that use raw numerical data from log files.

    DOI: 10.1007/978-3-030-27544-0_23

  • Mimicking an Expert Team Through the Learning of Evaluation Functions from Action Sequences Reviewed

    Takuya Fukushima, Tomoharu Nakashima, Hidehisa Akiyama

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   11374 LNAI   170 - 180   2019( ISSN:0302-9743 ( eISSN:1611-3349

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    © Springer Nature Switzerland AG 2019. In the RoboCup Soccer Simulation 2D League, the performance of teams highly leans on the evaluation functions used for their decision making process. The aim of this paper is to propose a method that improves the performance of a team by mimicking a stronger one. For this purpose, a neural network is employed to model an expert team’s evaluation function. The neural network is trained by using positive and negative episodes of action sequences that are extracted from game logs. In our experiments, we successfully improved the performance (e.g., win rate, scored goal, and so on) of our team by mimicking the winner of RoboCup 2017 soccer simulation 2D league.

    DOI: 10.1007/978-3-030-27544-0_14

  • Development of a Performance-Evaluation System for RoboCup Soccer Simulation 2D

    KUGA Ryota, SUZUKI Yudai, NAKASHIMA Tomoharu

    JSAI Technical Report, Type 2 SIG   2019 ( 36 )   1 - 1   2019( ISSN:2436-5556 ( eISSN:2436-5556

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    <p>This paper describes a performance-evaluation system for RoboCup Soccer Simulation 2D. One of the problems in developing a team for soccer simulation is that it is difficult to evaluate the general performance of the team with a large number of games. This is because resources such as developers, computers, and the time are limited. It is also difficult to automatically repeat a game because one has to manually execute a series of commands to perform a single game. In order to develop the team efficiently, we develop an interactive system that can evaluate team-performance by assigning computers automatically to run games and aggregating the results. The interactive system by using a Slack bot makes anyone use it easily through any device with Slack app. In addition, the aggregated results are recorded on the Google Sheets, so the all team developers can share the results and check it anytime. We explain the performance-evaluation system in detail that for efficient team development.</p>

    DOI: 10.11517/jsaisigtwo.2019.SAI-036_01

    CiNii Article

    J-GLOBAL

  • Evaluation-function modeling with neural networks for robocup soccer Reviewed

    Takuya Fukushima, Tomoharu Nakashima, Hidehisa Akiyama

    IEEJ Transactions on Electronics, Information and Systems   139 ( 10 )   1128 - 1133   2019( ISSN:0385-4221 ( eISSN:1348-8155

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    ©2019 The Institute of Electrical Engineers of Japan. The quality of decision making by a RoboCup soccer agent depends on a path-planning and an evaluation function of a soccer field. In this paper, we employ a 5-layered neural network as the evaluation function. We examine the performance of the soccer agents with various features (ball coordinates and opponents' positions). We found that the neural network model helps soccer agents to imitate an expert team's decision making.

    DOI: 10.1541/ieejeiss.139.1128

    CiNii Article

    J-GLOBAL

  • On the design of state value functions for real-time continuous-state space multi-agent decision making

    NAKASHIMA Tomoharu, IGARASHI Harukazu, AKIYAMA Hidehisa

    Proceedings of the Annual Conference of JSAI   2019 ( 0 )   3H4J704 - 3H4J704   2019( ISSN:2758-7347

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    &lt;p&gt;RoboCup サッカーシミュレーションのゲーム AI を構築するためには,センサ情報の処理,ボール処理の行動決定,次サイクルのセンサ情報を得るための行動,行動実施のためのミクロアクション決定,他エージェントを支援するための情報提供など,幅広い情報処理と意思決定機構が必要になり,数多くの人工知能的課題を解決しなければならない.このような複雑性もあり,RoboCupサッカーの知見を基にした在庫管理ロボットや深層強化学習モデルの発展につながっている. また,将来必要とされる集団ロボットの協調行動や自動運転におけるAI部分の発展に大きく寄与すると考えられる.本論文では,その中でも意思決定部分に焦点を当て,RoboCupサッカーシミュレーションにおける意思決定メカニズムの研究を解説する.&lt;/p&gt;

    DOI: 10.11517/pjsai.JSAI2019.0_3H4J704

    CiNii Article

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  • ICT(Information and Communication Technology)とIoT(Internet of Things)のAI開発技術からリハビリテーションへの応用の可能性 Domestic conference

    中島 智晴

    日本リハビリテーション連携科学学会第23回大会  2022.06  日本リハビリテーション連携科学学会

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  • パーティクルフィルタにおける状態欠損に対する機械学習手法の導入 Domestic conference

    福島卓弥, 中島智晴, 楠木祥文, 秋山英久

    「動的システムの状態推定とデータからの学習およびその応用」研究会  2022.03 

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  • Introduction of Machine Learning for Handling Missing States in Particle Filter International conference

    The 27th International Symposium on Artificial Life and Robotics  2022.01 

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  • A Study on the Effect of Team Names on the Team Strategy International conference

    RoboCup Asia-Pacific 2021 Symposium  2021.11 

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  • 自動走行ロボットを用いたエリア監視問題における 経路最適化問題の一考察 Domestic conference

    加藤 正元, 松田 泰宏, 中島 智晴, 楠木 祥文

    第37 回ファジィシステムシンポジウム  2021.09 

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  • 自己組織化マップを用いた RoboCup サッカーの フォーメーション時系列予測 Domestic conference

    中島 智晴, 味本 健祐, 藤川 拓海, 福島 卓弥, 楠木 祥文

    第37 回ファジィシステムシンポジウム  2021.09 

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  • 三次元問題に対する意図的代入法における最適代入値の推定 Domestic conference

    福島 卓弥,楠木 祥文,Vicenç Torra,中島 智晴

    第37回ファジィシステムシンポジウム  2021.09 

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  • Employing a View Field in Autonomous Robots and Optimization of Checkpoint Placement in Area Surveillance International conference

    Society of Instrument and Control Engineers Annual Conference 2021  2021.09 

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  • Change Detection for Area Surveillance using a Moving Camera International conference

    European Council for Modelling and Simulation, ECMS  2021.06 

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  • 事例研究: スクリーニングデータを用いた子供支援判定モデルの構築 Domestic conference

    中島 智晴,福島 卓弥,楠木 祥文,山野 則子,石田 まり,小倉 康弘,Yo Eshin

    第36回ファジィシステムシンポジウム  2020.09 

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  • RoboCup サッカーにおける局面評価モデルの視覚的説明 Domestic conference

    久我 亮太,中島 智晴

    第48回可視化情報シンポジウム  2020.09 

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  • ファジィ推論を用いた RoboCup サッカーのチーム戦術分析 Domestic conference

    福島 卓弥,中島 智晴,Vicenç Torra

    第36回ファジィシステムシンポジウム  2020.09 

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  • Visual Explanation of a Situation-Evaluation Model in RoboCup Soccer Domestic conference

    2020.09 

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  • Individual and Team Strategies in RoboCup Soccer Simulation International conference

    2020 IEEE Conference on Games (CoG2020)  2020.08 

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  • ドローン警備の経路最適化における離散蛍アルゴリズムの初期解生成方法 Domestic conference

    加藤 正元,中島 智晴,渡邊 龍尚

    電気学会研究会資料 システム研究会  2020.03 

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  • Experimental Study on the Analysis of Simulated Soccer using Game International conference

    the Twenty-Fifth International Symposium on Artificial Life and Robotics (AROB 25rd 2020)  2020.01 

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  • Comparative Study on the Representation of Soccer Field for the Forward Simulation in Situation Evaluation International conference

    the Twenty-Fifth International Symposium on Artificial Life and Robotics (AROB 25rd 2020)  2020.01 

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  • A Study on the Optimal Value Estimation for Intentional-Value-Substitution Learning in Three-Dimensional Problems International conference

    the Twenty-Fifth International Symposium on Artificial Life and Robotics (AROB 25rd 2020)  2020.01 

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  • Heuristic Initialization in Discrete Firefly Algorithm for Drone Surveillance-Route Problem International conference

    the Twenty-Fifth International Symposium on Artificial Life and Robotics (AROB 25rd 2020)  2020.01 

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  • 自己組織化マップによるサッカーフォーメーション分析法開発の取組み Domestic conference

    中島 智晴,鈴木 雄大,福島 卓弥,味本健祐

    日本知能情報ファジィ学会 中国四国支部大会2019  2019.12 

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  • Applying FOSSE Approach to Image Data for Evaluating Game Situations International conference

    2019 IEEE Symposium Series on Computational Intelligence (SSCI)  2019.12 

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  • RoboCup サッカーシミュレーション 2D における性能評価システムの開発 Domestic conference

    久我 亮太,鈴木 雄大,中島 智晴

    人工知能学会 社会におけるAI研究会  2019.12 

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  • Firefly Algorithm for Hyper-Parameter Optimization of L2-Distance Estimation Models International conference

    the 22nd Czech-Japan Seminar on Data Analysis and Decision Making (CJS’19)  2019.09 

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  • Estimating Optimal Values for Intentional-Value-Substitution Learning International conference

    16th International Conference on Modeling Decisions for Artificial Intelligence (MDAI2019)  2019.09 

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  • Comparison of Acquired Knowledge by Nursing Students for Learning Elderly Dementia Care between a Digital Learning and a Text-Book Study International conference

    The 13th International Conference on Complex Medical Engineering  2019.09 

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  • LogAnalyzer3 を用いたサッカー戦略分析 Domestic conference

    福島 卓弥,中島 智晴,秋山 英久

    第35回ファジィシステムシンポジウム  2019.08 

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  • RoboCupサッカーにおけるリアルタイム状況評価システム開発と観戦システムへの応用 Domestic conference

    鈴木 雄大,福島 卓弥,Léa Thibout,中島 智晴,秋山 英久

    第35回ファジィシステムシンポジウム  2019.08 

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  • 遺伝的アルゴリズムに基づいたエッジバンドリングの事前検討 Domestic conference

    吉川 友貴,中島 智晴,佐賀 亮介

    可視化シンポジウム  2019.07 

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  • On the Use of Simulated Future Information for Evaluating Game Situations International conference

    RoboCup Symposium 2019  2019.07 

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  • Game-Watching Should be More Entertaining: Real-Time Application of Field-Situation Prediction to a Soccer Monitor International conference

    RoboCup Symposium 2019  2019.07 

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  • Similarity Analysis of Action Trajectories based on Kick Distributions International conference

    RoboCup Symposium 2019  2019.07 

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  • 実時間連続状態空間マルチエージェント意思決定に対する局面評価関数の設計について Domestic conference

    中島 智晴,五十嵐 治一,秋山英久

    第33回人工知能学会全国大会  2019.06 

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  • 言語情報に基づくヒット商品分析におけるコーパスの比較 Domestic conference

    中島 智晴,鐘 家潤,小倉 美智子,吉田 隆治,西嶋 大作,伊吹 昌久

    日本知能情報ファジィ学会第29回ソフトサイエンス・ワークショップ  2019.03 

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  • Robust Prediction against Missing Values by Intentional Value Substitution International conference

    7th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM2019)  2019.03 

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  • 移動軌跡中の滞在開始時刻と滞在時間に着目した異常検知手法 Domestic conference

    山村 拓也,中島 智晴

    情報処理学会第81回全国大会  2019.03 

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  • RoboCup サッカーにおける行動の共起に注目した戦略分析の一考察 Domestic conference

    中島 智晴,鍾 家潤

    情報処理学会第81回全国大会  2019.03 

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  • 意図的代入法における最適代入値の理論的解析 Domestic conference

    福島 卓弥,長谷川 拓,中島 智晴

    情報処理学会第81回全国大会  2019.03 

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  • 研究テーマとしての RoboCup サッカーシミュレーションのすすめ Domestic conference

    中島智晴

    日本知能情報ファジィ学会第46回東海ファジィ研究会(ヒマ研2019)  2019.02 

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  • A Segment Discrete Firefly Algorithm for Combinatorial Optimization Problems International conference

    The Twenty-Fourth International Symposium on Artificial Life and Robotics 2019 (AROB 24th 2019)  2019.01 

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  • Evaluation-Function Modeling with Neural Networks for RoboCup Soccer International conference

    The Twenty-Fourth International Symposium on Artificial Life and Robotics 2019 (AROB 24th 2019)  2019.01 

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  • 順シミュレーションにより生成された予測局面を用いたサッカーの試合状況評価 Domestic conference

    鈴木雄大, 中島智晴

    人工知能学会AIチャレンジ研究会(Web)  2019 

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  • RoboCupサッカーにおけるキック分布に注目した行動軌跡の類似度分析 Domestic conference

    福島卓弥, 中島智晴, 秋山英久

    人工知能学会AIチャレンジ研究会(Web)  2019 

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  • Preliminary Examination of Edge Bundling Based on Genetic Algorithm Domestic conference

    2019 

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  • RoboCupサッカーにおけるヘテロマッチングが戦術に与える影響 Domestic conference

    福島卓弥, 山口将貴, 中島智晴, 秋山英久

    人工知能学会AIチャレンジ研究会(Web)  2019 

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  • RoboCupサッカーにおける時系列数値データを用いた試合状況の評価 Domestic conference

    鈴木雄大, 中島智晴

    人工知能学会AIチャレンジ研究会(Web)  2019 

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  • Detecting Anomalies in Images by using an Autoregressive Model Domestic conference

    Henrio Jordan,中島 智晴

    電気学会システム・産業計測制御合同研究会  2018.12 

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  • A Study on a Parallelization of Parameter-Less Population Pyramid International conference

    2018 Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems (SCIS-ISIS2019)  2018.12 

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  • Soft Confidence-Weighted Learning for Fuzzy Classifiers and its Application to Dynamic Classification Problems International conference

    2018 Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems (SCIS-ISIS2018)  2018.12 

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  • 欠損値のない学習用データが利用可能な場合における欠損値に対してロバストな学習法 Domestic conference

    福島 卓弥,長谷川 拓,中島 智晴

    第14回コンピューテーショナル・インテリジェンス研究会  2018.12 

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  • 重み付きDynamic Time Warping と蛍アルゴリズムによる重み最適化 Domestic conference

    中島 智晴

    第20 回日本知能情報ファジィ学会九州支部学術講演会  2018.12 

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  • 計算知能と機械学習で世界一になる:RoboCup サッカー最前線 Domestic conference

    中島智晴

    電気学会関西支部講演会  2018.11 

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  • LogAnalyzer3: RoboCup サッカーシミュレーション 2D ログ解析ツール Domestic conference

    大堀 杏,福島 卓弥,中島 智晴,秋山 英久

    第34回ファジィシステムシンポジウム  2018.09 

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  • RoboCup サッカーにおける敵を考慮した評価関数の設計 Domestic conference

    福島 卓弥,中島 智晴,秋山 英久

    第28回インテリジェント・システム・シンポジウム  2018.09 

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  • RoboCupサッカーにおける行動列からの評価関数モデリング Domestic conference

    福島 卓弥,中島 智晴,秋山 英久

    第34回ファジィシステムシンポジウム  2018.09 

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  • RoboCup サッカーシミュレーションにおける画像情報からのフィールド状態評価 Domestic conference

    中島 智晴,POMAS Tanguy

    第34回ファジィシステムシンポジウム  2018.09 

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  • SCW アルゴリズムを用いたファジィ識別器のオンライン学習法 Domestic conference

    中島 智晴

    第34回ファジィシステムシンポジウム  2018.09 

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  • 人工知能の基礎とデータサイエンスへの応用 Domestic conference

    中島智晴

    不二製油株式会社 講演会  2018.08 

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  • Evaluation of Situations in RoboCup 2D Simulations using Soccer Field Images International conference

    RoboCup Symposium 2018  2018.06 

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  • Mimicking an Expert Team through the Learning of Evaluation Functions from Action Sequences International conference

    RoboCup Symposium 2018  2018.06 

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  • RoboCup サッカーにおける共有知を用いたプランニング推測に基づく行動選択 Domestic conference

    鈴木 雄大,中島 智晴,秋山 英久

    第51回人工知能学会AIチャレンジ研究会(SIG-Challenge)  2018.05 

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  • RoboCup サッカーにおけるニューラルネットワークによる評価関数モデリング Domestic conference

    福島 卓弥,中島 智晴,秋山 英久

    第51回人工知能学会AIチャレンジ研究会(SIG-Challenge)  2018.05 

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  • RNNによる移動軌跡の異常検知 Domestic conference

    西原 詳,中島 智晴

    不確実状況下での動的状態推定と知能情報科学の融合(1)(パーティクルフィルタ研究会)  2018.03 

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  • Learning Evaluation Functions with Neural Network for RoboCup Soccer Simulation International conference

    The First IEEE International Symposium on Artificial Intelligence for ASEAN Development (ASEAN-AI 2018)  2018.03 

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  • Development of a Recommendation-Based Educational Support System for English-Learning International conference

    The First IEEE International Symposium on Artificial Intelligence for ASEAN Development (ASEAN-AI 2018)  2018.03 

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  • 英単語学習支援における情報推薦に基づくテスト分析への取り組み Domestic conference

    若山 大輝,中島 智晴,Tanguy Pomas

    第28回ソフトサイエンス・ワークショップ  2018.03 

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  • Route Planning for Multiple Surveillance Autonomous Drones by using a Discrete Firefly Algorithm and a Bayesian Optimization Method International conference

    the 20th International Symposium on Artificial Life and Robotics (AROB 23rd 2018)  2018.01 

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  • Optimizing L2-Distance-Based Estimation Model by Firefly Algorithm International conference

    the 20th International Symposium on Artificial Life and Robotics (AROB 23rd 2018)  2018.01 

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  • Feature Extraction from RoboCup Soccer Game Logs for Predicting the Game Results International conference

    the 20th International Symposium on Artificial Life and Robotics (AROB 23rd 2018)  2018.01 

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  • Anomaly Detection in Videos Recorded by Drones in a Surveillance Context International conference

    2018 IEEE International Conference on Systems, Man, and Cybernetics  2018 

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  • Construction of a Vector Space using Item Description -Hit Product Explorer of Sweets and Snacks- International conference

    6th Asian Conference on Information Systems  2017.12 

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  • Tracking Multiple Persons using a Laser Range Finder under Proximity and Occlusion States International conference

    6th Asian Conference on Information Systems  2017.12 

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  • L2距離推定モデルにおけるパラメータ探索のための蛍アルゴリズムの適用 Domestic conference

    西原 詳,中島 智晴

    第30回バイオメディカル・ファジィ・システム学会年次大会 (BMFSA2017)  2017.11 

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  • 人物移動データからの滞留点推定を目的としたクラスタリング手法と評価指標 Domestic conference

    山村 拓也,西原 詳,中島 智晴

    第30回バイオメディカル・ファジィ・システム学会年次大会 (BMFSA2017)  2017.11 

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  • ファジィカーネルを用いたオンライン線形識別器の実験的調査 International conference

    中島 智晴

    平成29年電気学会電子・情報・システム部門大会  2017.09 

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  • Experimental Comparison of Three On-Line Fuzzy Classification Systems International conference

    the 20th Czech-Japan Seminar on Data analysis and Decision Making  2017.09 

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  • Adam 法による SIRMs ファジィシステムの逐次学習 Domestic conference

    松村 秀,中島 智晴

    第33回ファジィシステムシンポジウム  2017.09 

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  • AROW 手法を用いたファジィ識別器のオンライン学習 Domestic conference

    中島 智晴

    第33回ファジィシステムシンポジウム  2017.09 

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  • 分布を対象としたクラスタリング手法の提案 Domestic conference

    西原 詳,中島 智晴

    平成29年電気学会電子・情報・システム部門大会  2017.09 

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  • シリアスゲームと教科書の習熟度比較に用いる試験問題の質評価 Domestic conference

    橋本 力,中出 知成,若山 大輝,中島 智晴,前川 泰子,藤井 嵩敬,山本 美輪

    第42回教育システム情報学会全国大会  2017.08 

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  • Online Opponent Formation Identification Based on Position Information International conference

    RoboCup Symposium 2017  2017.07 

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  • Map Uncertainty Reduction for a Team of Autonomous Drones Using Simulated Annealing and Bayesian Optimization International conference

    19th International Conference on HCI International 2017  2017.07 

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  • Incremental Learning for SIRMs Fuzzy Systems by Adam method International conference

    Joint 17th World Congress on International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS 2017)  2017.06 

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  • RoboCup サッカーにおける敵位置情報に基づいた敵フォーメーション同定 Domestic conference

    福島 卓弥,中島 智晴,秋山 英久

    第48回人工知能学会 AI チャレンジ研究会  2017.05 

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  • LRF データに対する接近・オクルージョンを考慮した複数人物追跡手法の提案 Domestic conference

    山村 拓也,西原 詳,中島 智晴

    日本経営工学会関西支部学生論文発表会  2017.03 

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  • RoboCup サッカーにおける枝刈りを用いた行動制御 International conference

    田中 翔,中島 智晴,秋山 英久

    第47回人工知能学会 AI チャレンジ研究会  2017.03 

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  • LRF データに対する接近・オクルージョンを考慮した複数人物追跡 Domestic conference

    山村 拓也,西原 詳,中島 智晴

    パーティクルフィルタ研究会論文集  2017.03 

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  • Adam アルゴリズムを用いた SIRMs ファジィシステムの逐次学習法 Domestic conference

    松村 秀,中島 智晴

    日本経営工学会関西支部学生論文発表会  2017.03 

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  • ミニ四駆AI制御モデルのための機械学習用データの取得方法 Domestic conference

    田中 翔,Thomas Henn, Jordan Henrio, 弥田 緩美,中島 智晴

    日本知能情報ファジィ学会東海支部研究会  2017.02 

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  • Applying AROW Algorithm to On-Line Fuzzy Classifiers International conference

    the Twenty Second International Symposium on Artificial Life and Robotics 2017 (AROB 22nd 2017)  2017.01 

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  • Investigation into the Trend of Team Strategies in RoboCup Soccer Simulation Tournaments from 2012 through 2016 International conference

    the Twenty Second International Symposium on Artificial Life and Robotics 2017 (AROB 22nd 2017)  2017.01 

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  • Set-Play Formation Optimization by Evolutionary Computation in Simulated Soccer Game Domestic conference

    2016.12 

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  • RoboCup Soccer Simulation as a Benchmark of Machine Learning International conference

    The Eleventh 2016 International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2016)  2016.11 

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  • Mimicking the Ball-Dribbling Behavior with Supervised Deep Learning in RoboCup Soccer Simulation Domestic conference

    2016.10 

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  • オンラインファジィ識別器におけるファジィ If-Then ルールの配置に関する考察 Domestic conference

    中島 智晴

    第26回インテリジェント・システム・シンポジウム(FAN16)  2016.10 

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  • Machine Learning and Soft Computing Methods and Their Application to RoboCup Soccer Simulation International conference

    13th International Conference on Modeling Decisions for Artificial Intelligence (MDAI)  2016.09 

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  • Investigation of On-Line Learning Methods for Fuzzy Classifiers in Noisy and Dynamic Environment International conference

    the 19th Czech-Japan Seminar on Data Analysis and Decision Making Under Uncertainty (CJS2016)  2016.09 

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  • 近未来のリハビリテーションにおける人工知能の応用可能性 Domestic conference

    中島智晴

    保健医療学会第7回学術集会  2016.09 

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  • モデルカーAIにおける機械学習手法の適用を目指した学習用データの自動生成システム Domestic conference

    Jordan Henrio, Thomas Henn, Benoit Vallade, 田中 翔,松村 秀,中島 智晴

    第32回ファジィシステムシンポジウム(FSS2016)  2016.08 

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  • Position Prediction of Opponent Players by SIRMs Fuzzy Models for RoboCup Soccer 2D Simulation International conference

    2016 Joint 8th International Conference on Soft Computing and Intelligent Systems and 2016 17th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2016)  2016.08 

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  • 動的ファジィ識別器の条件部ファジィ集合設定に関する一考察 Domestic conference

    中島 智晴

    第32回ファジィシステムシンポジウム(FSS2016)  2016.08 

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  • The Effect of the Arrangement of Fuzzy If-Then Rules on the Performance of On-Line Fuzzy Classification International conference

    18th International Conference on Human-Computer Interaction (HCII2016)  2016.07 

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  • Selecting the Best Player Formation for Corner-Kick Situations Based on Bayes’ Estimation International conference

    20th RoboCup Symposium  2016.07 

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  • シリアスゲームを用いた認知症教育用教材の開発と評価 Domestic conference

    若山 大輝,中島 智晴,前川 泰子,山本 美輪,藤井 崇敬

    第60回システム制御情報学会研究発表講演会  2016.05 

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  • Performance Evaluation of a Twostage Clustering Technique for Time-Series Data International conference

    5th International Conference on Informatics, Electronics and Vision (ICIEV)  2016.05 

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  • ガウス混合分布モデルと隠れマルコフモデルを用いた移動軌跡データに基づく異常検知システム Domestic conference

    今西昇,西原 詳,中島 智晴,前川 泰子,樋口 由美

    第60回システム制御情報学会研究発表講演会  2016.05 

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  • LRF データを用いた複数対象追跡を目的としたクラスタリング手法の性能評価 Domestic conference

    西原 詳,中島 智晴,前川 泰子,樋口 由美

    第60回システム制御情報学会研究発表講演会  2016.05 

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  • 動的パターン識別問題に対するストリーム学習における線形識別器とファジィ識別器とのオンライン性能比較 Domestic conference

    中島 智晴,関 宏理

    統計数理研究所共同研究リポート367  2016.03 

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  • RoboCup における SIRMs ファジィモデルを用いた敵位置予測と1対1の守備への応用 Domestic conference

    中出 知成,中島 智晴,秋山 英久,関 宏理

    人工知能学会AIチャレンジ研究会  2016.03 

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  • RoboCup サッカーにおけるキック分布を用いたゲーム戦術の切り替え Domestic conference

    三舩 哲史,中島 智晴,秋山 英久

    人工知能学会AIチャレンジ研究会  2016.03 

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  • Optimizing Team Strategies for Corner-Kick Situations in RoboCup Soccer 2D Simulation International conference

    The Twenty-First International Symposium on Artificial Life and Robotics 2016 (AROB2016)  2016.01 

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  • プライバシーを配慮した高齢者見守りに挑む:人工知能と異分野融合 Domestic conference

    中島智晴

    大阪府立大学 21世紀科学研究所セミナー  2015.11 

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  • Finding Patterns to Characterize the Macrophages Behaviour International conference

    he 11th International Conference on Knowledge Management (ICKM2015)  2015.11 

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  • A Comparison of Skeletonisation Algorithms for Nailfold Capillary Images International conference

    the 11th International Conference on Knowledge Management (ICKM2015)  2015.11 

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  • A Digital Learning System of Elderly Dementia Cares for Nursing Students: Comparison with Text-Book Study International conference

    WIPP & PP Proc. of the 11th International Conference on Knowledge Management (ICKM2015)  2015.11 

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  • Game’s Strategies Identification for Adaptable Gaming Artificial Intelligence International conference

    The 16th International Symposium on Advanced Intelligent Systems (ISIS2015)  2015.11 

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  • RoboCup サッカーにおけるキック情報を用いた勝敗予測 Domestic conference

    三舩 哲史,中島 智晴,Jordan Henrio,秋山 英久,綾井 創一

    第31回ファジィシステムシンポジウム  2015.09 

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  • Passive-Aggressive 学習を用いた動的ファジィ識別器の定式化 Domestic conference

    中島 智晴

    第31回ファジィシステムシンポジウム  2015.09 

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  • Kick Extraction for Reducing Uncertainty in RoboCup Logs International conference

    Human Interface and the Management of Information: Information and Knowledge in Context (HIMI2015 Part II)  2015.08 

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  • RoboCup サッカーにおけるキック分布を用いた勝敗予測 Domestic conference

    三舩 哲史,中島 智晴,Jordan Henrio,秋山 英久,綾井 創一

    第42回人工知能学会AIチャレンジ研究会  2015.05 

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  • RoboCup に対する SIRMs を用いた位置予測モデルの開発 Domestic conference

    山下 雄大,三舩 哲史,中島 智晴,秋山 英久

    第25回ソフトサイエンス・ワークショップ  2015.03 

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  • RoboCup におけるセットプレイのマーク割当に関する検討 Domestic conference

    山下 雄大,田中 翔,三舩 哲史,中島 智晴,秋山 英久

    第25回ソフトサイエンス・ワークショップ  2015.03 

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  • A Study on the On-Line Learning of Fuzzy Classifiers for Multi-Class Problems International conference

    The Twentieth International Symposium on Artificial Life and Robotics (AROB 20th 2015)  2015.01 

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  • Development of an Occupancy Simulator for Elderly Monitoring Based on Observed Data International conference

    The Twentieth International Symposium on Artificial Life and Robotics (AROB 20th 2015)  2015.01 

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  • Strategy Analysis of Soccer Teams from Kick Records International conference

    The Twentieth International Symposium on Artificial Life and Robotics (AROB 20th 2015)  2015.01 

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  • Proposition of a Three Layers Architecture for Adaptable Artificial Intelligence International conference

    Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2014)  2014.12 

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  • A Three-Dimensional Macrophages Movement Analyser International conference

    Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2014)  2014.12 

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  • A New Approach to Path-finding by Possibilities Search International conference

    Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2014)  2014.12 

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  • Experimental Study on the Multiple Use of Training Patterns in Confidence-Weighted On-Line Learning for Fuzzy Classifiers International conference

    The 2014 IEEE International Conference on Granular Computing (GrC2014)  2014.10 

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  • Complex-Valued SIRMs Connected Fuzzy Inference Model International conference

    The 2014 IEEE International Conference on Granular Computing (GrC2014)  2014.10 

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  • ファジィ識別のオンライン学習における過去パターンの性能への影響調査 Domestic conference

    中島 智晴,Julien Piera

    第30回ファジィシステムシンポジウム  2014.09 

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  • RoboCup サッカー2Dシミュレーションに対するゲームログからの評価関数の設定 Domestic conference

    中島 智晴,三舩 哲史,秋山 英久,関 宏理

    第30回ファジィシステムシンポジウム  2014.09 

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  • 高齢者見守りシステムにおける行動パターン抽出の応用可能性について Domestic conference

    中島 智晴,黒田 洋平,樋口 由美,前川 泰子

    第30回ファジィシステムシンポジウム  2014.09 

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  • マクロファージの動作解析のための進化的計算を用いたアプローチ Domestic conference

    石橋 佑一,新居 学,高浜 一修,中島 智晴,駒井 豊

    第30回ファジィシステムシンポジウム  2014.09 

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  • 二光分子顕微鏡画像に対するマクロファージ追跡手法の一検討 Domestic conference

    中島 智晴,Benjamin Culeux,新居 学,駒井 豊

    第30回ファジィシステムシンポジウム  2014.09 

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  • Cost-sensitive Texture Classification International conference

    2014 IEEE Congress on Evolutionary Computation (CEC2014)  2014.07 

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  • 2クラスファジィ識別器へのオンライン学習手法の適用 Domestic conference

    中島 智晴,炭谷 剛志

    第58回システム制御情報学会研究発表講演会  2014.05 

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  • RoboCup サッカーにおける SIRMs ファジィシステムを用いたログからの行動評価 Domestic conference

    三舩 哲史,中島 智晴,秋山 英久,関 宏理

    第40回人工知能学会AIチャレンジ研究会  2014.05 

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  • 高齢者見守り情報システムの開発 Domestic conference

    中島 智晴,今西 昇,黒田 洋平,土橋 彩香,樋口 由美,前川 泰子

    第58回システム制御情報学会研究発表講演会  2014.05 

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  • RoboCup サッカーにおける SIRMs ファジィシステムを用いた行動連鎖評価 Domestic conference

    中島 智晴,三舩 哲史,関 宏理,秋山 英久

    第58回システム制御情報学会研究発表講演会  2014.05 

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  • レーザレンジファインダを用いた高齢者見守りシステムの開発 Domestic conference

    中島 智晴,今西 昇

    2013年度 ECOmp研究部会研究会  2014.03 

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  • RoboCupサッカーにおけるSIRMsファジィシステムを用いたログからの行動評価 Domestic conference

    中島 智晴,三舩 哲史,秋山 英久

    2013年度 ECOmp研究部会研究会  2014.03 

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  • CW 法に基づくオンライン学習型ファジィ識別器の性能評価 Domestic conference

    中島 智晴,炭谷 剛志

    計測自動制御学会 システム・情報部門 学術講演会 2013  2013.11 

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  • A Three-Dimensional Macrophage Visualizer International conference

    First IIAI International Conference on Advanced Information Technologies 2013 (IIAI-AIT2013)  2013.11 

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  • Improving Particle Swarm Optimization Algorithm and Its Application to Physical Travelling Salesman Problems with a Dynamic Search Space International conference

    First IIAI International Conference on Advanced Information Technologies 2013 (IIAI-AIT2013)  2013.11 

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  • A Study on Reproducing the Dynamic Behavior of Macrophages from Video Images International conference

    The 14th International Symposium on Advanced Intelligent Systems (ISIS2013)  2013.11 

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  • Related stress of salivary amylase and dilemma for the physical restraints to the elderly people with dementia International conference

    International Psychogeriatric Association International Meeting  2013.10 

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  • A Comparative Study on Confidence-Weighted Learning between Fuzzy and Non-Fuzzy Classifiers International conference

    The Second Asian Conference on Information Systems (ACIS2013)  2013.10 

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  • A Study on the Development of an Occupancy Simulator for Elderly Monitoring International conference

    The Second Asian Conference on Information Systems (ACIS2013)  2013.10 

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  • Dilemmas Factors Facing Japanese Nurses Regarding Physical Restraint of Elderly Patients with Dementia by Nurse’s Educations International conference

    9th International Nursing Conference and 3rd World Academy of Nursing Science (9th INC & 3rd WANS)  2013.10 

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  • A Review of Japanese Articles on the Nursing of Elderly Patients with Both Dementia and Cancer in Japan International conference

    9th International Nursing Conference and 3rd World Academy of Nursing Science (9th INC & 3rd WANS)  2013.10 

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  • Application of Online Fuzzy Classifiers to Elderly Occupancy Monitoring International conference

    The Third International Workshop on Advanced Computational Intelligence and Intelligent Informatics (IWACIII2013)  2013.10 

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  • Dilemmas Faced by Japanese Nurses Regarding the Physical Restraint of Elderly Patients by Level of Nursing Experience International conference

    9th International Nursing Conference & 3rd World Academy of Nursing Science  2013.10 

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  • A Review of Japanese Articles on the Nursing of Elderly Patient with Both Dementia and Cancer in Japan International conference

    9th International Nursing Conference & 3rd World Academy of Nursing Science  2013.10 

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  • A Macrophage Simulator for Understanding Its Dynamic Behaviour from Video Images International conference

    2013 IEEE International Conference on Systems, Man, and Cybernetics (SMC2013)  2013.10 

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  • 実測データに基づいた高齢者居住シミュレータの開発 Domestic conference

    中島 智晴,黒田 洋平,土橋 彩香,前川 泰子,樋口 由美

    第29回ファジィシステムシンポジウム  2013.09 

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  • Improving the Performance of Particle Swarm Optimization Algorithm with a Dynamic Search Space International conference

    The Seventh International Conference on Advanced Engineering Computing and Applications in Sciences (ADVCOMP 2013)  2013.09 

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  • A Construction Method of Fuzzy Classifiers using Confidence-Weighted Learning International conference

    17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems (KES2013)  2013.09 

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  • ECOmp 研究部会などの SOFT 活動から得たもの Domestic conference

    中島 智晴,三舩 哲史

    第29回ファジィシステムシンポジウム  2013.09 

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  • 複素SIRMs結合型ファジィ推論モデル Domestic conference

    関 宏理,中島 智晴

    第29回ファジィシステムシンポジウム  2013.09 

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  • Confidence-Weighted 学習を用いたファジィ識別器の構築法 Domestic conference

    中島 智晴,炭谷 剛志

    第29回ファジィシステムシンポジウム  2013.09 

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  • Confidence-Weighted 法を用いたファジィ識別システムのオンライン学習 Domestic conference

    中島 智晴,炭谷 剛志

    第3回コンピューテーショナル・インテリジェンス研究会  2013.08 

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  • HELIOS Base: An Open Source Package for the RoboCup Soccer 2D Simulation International conference

    The 17th Annual RoboCup International Symposium  2013.07 

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  • SIRMs ファジィ推論モデルのパターン識別への応用に対する検討 Domestic conference

    中島 智晴,関 宏理

    第57回システム制御情報学会研究発表講演会  2013.05 

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  • GPU を用いたファジィ遺伝的機械学習アルゴリズムの高速化 Domestic conference

    田中 慶悟,中島 智晴,藤本 典幸

    第57回システム制御情報学会研究発表講演会  2013.05 

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  • 関数重み型SIRMs ファジィ推論モデルの性質に関する一考察 Domestic conference

    関 宏理,中島 智晴

    第57回システム制御情報学会研究発表講演会  2013.05 

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  • RoboCupサッカーシミュレーションにおける敵フォーメーションのモデル化 Domestic conference

    中島 智晴,山下 雄大, 秋山 英久

    2012年度 ECOmp研究部会研究会  2013.03 

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  • 高齢者見守り環境における居住者シミュレーション Domestic conference

    中島 智晴,黒田 洋平,樋口 由美,前川 泰子

    2012年度 ECOmp研究部会研究会  2013.03 

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  • RoboCup サッカーにおける敵位置の予測モデル構築 Domestic conference

    山下 雄大,中島 智晴,秋山 英久

    第37回AIチャレンジ研究会  2013 

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  • Motion Optimization for the RoboCup 3D Soccer Simulation Domestic conference

    2013 

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  • Survey on the Use of ICT Tools for Dementia Care of Elderly People International conference

    the First Asian Conference on Information Systems (ACIS 2012)  2012.12 

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  • Team Formation Estimation using Cluster Analysis and Triangulation Model International conference

    The 6th International Conference on Soft Computing and Intelligent Systems The 13th International Symposium on Advanced Intelligent Systems (SCIS ISIS 2012)  2012.11 

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  • SIRMs結合型ファジィ推論モデルによる遺伝子発現解析 Domestic conference

    関 宏理,中島 智晴

    第28回ファジィシステムシンポジウム  2012.09 

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  • Online Cooperative Behavior Planning using a Tree Search Method in the RoboCup Soccer Simulation International conference

    4th IEEE International Conference on Intelligent Networking and Collaborative Systems (INCoS-2012)  2012.09 

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  • 三角形分割を用いた関数表現モデルによる複数エージェントの配置予測 Domestic conference

    秋山英久,荒牧重登,中島智晴

    第22回インテリジェント・システム・シンポジウム  2012.08 

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  • Performance Evaluation of Incremental Fuzzy Rule-Based Classifiers International conference

    the Second International conference on Computers, Networks, Systems, and Industrial Applications (CNSI 2012)  2012.07 

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  • Parallel Implementation of Inference Process in Fuzzy Rule-Based Classifiers using GPGPUs International conference

    World Automation Congress 2012 (WAC 2012)  2012.06 

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  • Incremental Learning of Fuzzy Rule-Based Classifiers for Large Data Sets International conference

    World Automation Congress 2012 (WAC 2012)  2012.06 

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  • 強化学習を用いたサッカーエージェントのボール保持行動獲得 Domestic conference

    秋山英久,岡山智彦,中島智晴

    第35回人工知能学会 AI チャレンジ研究会  2012.05 

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  • Incremental Update of Fuzzy Rule-Based Classifiers for Dynamic Problems International conference

    IIAI/ACIS International Symposium on Innovative E-Services and Information Systems (IEIS 2012)  2012.05 

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  • Some Consideration of SIRMs Connected Fuzzy Inference Model with Functional Weights International conference

    the 4th International Conference on Intelligent Decision Technologies (KES-IDT’2012)  2012.05 

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  • GPGPU Implementation of Fuzzy Rule-Based Classifiers International conference

    the 4th International Conference on Intelligent Decision Technologies (KES-IDT’2012)  2012.05 

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  • Performance Evaluation of SIRMs Models for Classification Problems International conference

    the 4th International Conference on Intelligent Decision Technologies (KES-IDT’2012)  2012.05 

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  • ファジィ識別システムの動的問題に対する拡張 Domestic conference

    炭谷剛志,中島智晴

    第56 回システム制御情報学会研究発表講演会  2012.05 

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  • エージェントの意思決定における振動低減 Domestic conference

    成本洋介,中島智晴,秋山英久

    第35回人工知能学会 AI チャレンジ研究会  2012.05 

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  • SIRMs Connected Fuzzy Inference Model with Fuzzy Weights International conference

    The 11th International Conference on Electronics, Information, and Communication (ICEIC 2012)  2012.02 

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  • A Study on Incremental Construction of Fuzzy Rule-Based Classifiers International conference

    Online Conference on Soft Computing in Industrial Applications  2011.12 

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  • 関数重み付きSIRMs推論モデル Domestic conference

    関宏理, 中島智晴

    第21回インテリジェント・システム・シンポジウム  2011.09 

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  • A Study on SIRMs Models with Linear Functional Weights International conference

    the 12th International Symposium on Advanced Intelligent Systems (ISIS2011)  2011.09 

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  • Fuzzy Rule-Based Classification: Theory and Applications Invited International conference

    17th International Conference on Soft Computing (MENDEL)  2011.06 

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  • Classification Confidence of Fuzzy Rule-Based Classifiers International conference

    25th European Conference on Modelling and Simulation (ECMS 2011)  2011.06 

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  • An experimental study on interactive reinforcement learning International conference

    The Sixteenth International Symposium on Artificial Life and Robotics 2011 (AROB 16th ’11)  2011.01 

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  • On the Use of Human Instruction for Improving the Behavior of RoboCup Soccer Agents International conference

    The Sixteenth International Symposium on Artificial Life and Robotics 2011 (AROB 16th ’11)  2011.01 

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  • A Visual Debugger for Developing RoboCup Soccer 3D Agents International conference

    The Sixteenth International Symposium on Artificial Life and Robotics 2011 (AROB 16th ’11)  2011.01 

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  • DEA various method used Restricted Multiplier DEA International conference

    The Sixteenth International Symposium on Artificial Life and Robotics 2011 (AROB 16th ’11)  2011.01 

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  • Parallelizing Fuzzy Rule Generation using GPGPU International conference

    The Sixteenth International Symposium on Artificial Life and Robotics 2011 (AROB 16th ’11)  2011.01 

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  • A Study on the Interaction between a Human and an Agent in Reinforcement Leaning International conference

    Joint 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems (SCIS&ISIS)  2010.12 

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  • Fuzzy Systems for Autonomous Game Agents Invited International conference

    Loughborough University  2010.12 

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    Presentation type:Oral presentation (invited, special)  

  • A Study on the Determination of Pattern Weights from Empirical Data International conference

    2010 World Automation Congress (WAC)  2010.09 

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  • Off-Line Learning of Soccer Formations from Game Logs International conference

    2010 World Automation Congress (WAC)  2010.09 

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    Presentation type:Oral presentation (general)  

  • Hybrid cost-sensitive fuzzy classification for breast cancer diagnosis International conference

    32nd IEEE International Conference on Engineering in Medicine and Biology  2010.08 

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  • 識別器構築における学習用パターンの重み付けに関する実験的考察 Domestic conference

    中島智晴,林勲

    第54回システム制御情報学会研究発表講演会  2010.05 

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  • A Comparison of Michigan and Pittsburgh Style Hybrid Fuzzy Classifiers for Gene Expression Analysis International conference

    International Symposium on Biologically Inspired Computing and Applications (BICA)  2009.12 

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  • Michigan Style Fuzzy Classification for Gene Expression Analysis International conference

    14th Online World Conference on Soft Computing in Industrial Applications (WSC14)  2009.11 

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  • 不確実性を含むデータの包絡分析法に基づくシミュレーションエージェントの評価 Domestic conference

    青木真吾,井上和重,中島智晴,本多克宏

    第19回インテリジェント・システム・シンポジウム  2009.09 

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  • ニューラルネットを用いた敵フォーメーション学習とパス成功予測への応用 Domestic conference

    上西孟介,成本洋介,中島智晴

    第19回インテリジェント・システム・シンポジウム  2009.09 

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  • RoboCupヒューマノイドの進化的歩行パターン生成に関する実験的考察 Domestic conference

    中邨陽介,中島智晴

    第19回インテリジェント・システム・シンポジウム  2009.09 

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  • Application of Cost-sensitive Fuzzy Classifiers to Image Understanding Problems International conference

    2009 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)  2009.08 

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  • Efficiency Measurement for Agent Simulation Based on DEA with Imprecise Data International conference

    2009 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)  2009.08 

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  • Fuzzy Rule-Based Classification Systems in Medical Image Understanding International conference

    1st Workshop on Soft Computing in Image Processing and Computer Vision (SCIPCV) held in conjunction with Int. Conference on Image Processing, Computer Vision, and Pattern Recognition  2009.07 

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  • Analysis of Breast Thermograms Based on Statistical Image Features and Hybrid Fuzzy Classification International conference

    4th International Symposium on Visual Computing (ISVC08)  2008.12 

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    Presentation type:Oral presentation (general)  

  • Computational Intelligence and RoboCup Soccer Simulation International conference

    EISTI  2008.11 

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  • 対話型進化計算による二足歩行パターンの生成 Domestic conference

    藤井聖也,中島智晴,前田慎吾

    第18回インテリジェント・システム・シンポジウム  2008.10 

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  • カーエージェントの競合進化における協調的な適応度設定 Domestic conference

    中島智晴,藤井聖也

    第18回インテリジェント・システム・シンポジウム  2008.10 

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  • 包絡分析法に基づくサッカーシミュレーションエージェントの評価 Domestic conference

    青木真吾,中島智晴,本多克宏

    第18回インテリジェント・システム・シンポジウム  2008.10 

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  • Fuzzy Rule-Based Learning for Waypoint Selection in a Car Racing Game International conference

    The 5th International Conference on Modeling Decisions for Artificial Intelligence  2008.10 

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  • Effect of Opponent Players on the Performance of Fuzzy Decision Making Systems for Car Racing International conference

    2008 IEEE International Conference on Systems, Man, and Cybernetics  2008.10 

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  • Interactive Evolutionary Computation for Designing Walking Patterns for a RoboCup Humanoid Robot International conference

    Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on advanced Intelligent System  2008.09 

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  • データ分割型Boostingによるファジィアンサンブルの構築 Domestic conference

    荘司 悠希男,中島 智晴

    第24回ファジィシステムシンポジウム  2008.09 

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  • カーレーシングゲームにおける適応型ファジィシステム Domestic conference

    藤井聖也,中島智晴

    第24回ファジィシステムシンポジウム  2008.09 

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  • 対話型進化計算による二足歩行設計 Domestic conference

    藤井聖也,前田慎吾,中島智晴

    第24回ファジィシステムシンポジウム  2008.09 

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  • Cost-Sensitive Techniques for Fuzzy Rule-Based Pattern Classification International conference

    6th International Forum on Multimedia and Image Processing  2008.09 

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  • Performance Evaluation of Fuzzy Systems for a Point-to-Point Car Racing Game International conference

    Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on advanced Intelligent Systems  2008.09 

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  • A Study on Constructing Fuzzy Systems for High-Level Decision Making in a Car Racing Game International conference

    2008 IEEE International Conference on Fuzzy Systems  2008.06 

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  • Comparison of simulated annealing and SASS for parameter estimation of biochemical networks International conference

    2008 IEEE Conguress on Evolutionary Computation  2008.06 

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  • An Overview of Genetic Algorithms in Simulation Soccer International conference

    2008 IEEE Congress on Evolutionary Computation  2008.06 

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  • カーレーシングゲームにおけるファジィ意思決定システムの構築 Domestic conference

    藤井聖也,中島智晴

    第52回システム制御情報学会研究発表講演会  2008.05 

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  • 識別器の相関を考慮したファジィアンサンブル識別器の構築 Domestic conference

    荘司 悠希男,中島 智晴

    第18回ソフトサイエンス・ワークショップ講演会  2008.03 

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  • ファジィシステムと自律エージェント Domestic conference

    中島智晴

    日本知能情報ファジィ学会 関西支部 第81回支部例会  2008.03 

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  • Computational Intelligence and RoboCup Soccer Simulation Invited International conference

    EISTI  2007.11 

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  • Mimicking Dribble Trajectories by Neural Networks for RoboCup Soccer Simulation International conference

    2007 IEEE Multi-conference on Systems and Control  2007.10 

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  • Computational Intelligence and RoboCup Soccer Simulation Invited International conference

    National University of Singapore  2007.10 

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  • Relation between the performance of ensemble classification systems and the diversity of classification systems International conference

    8th International Symposium on Advanced Intelligent Systems  2007.09 

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  • 計算知能と学習エージェント Invited Domestic conference

    中島 智晴

    電気学会D部門 ソフトコンピューティングの新展開とその産業応用調査専門委員会  2007.09 

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  • RoboCup サッカーにおけるニューロドリブルの開発 Domestic conference

    中島 智晴,荘司 悠希男,藤井 聖也,石渕 久生

    第17回インテリジェントシステムシンポジウム(FANシンポジウム)  2007.08 

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  • ゲームログからの模倣学習によるドリブルスキルの獲得 Domestic conference

    中島 智晴,石渕 久生

    第23回ファジィシステムシンポジウム  2007.08 

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  • ゲーム環境におけるコスト考慮型ファジィシステムの設計 Domestic conference

    藤井 聖也,中島 智晴,石渕 久生

    第23回ファジィシステムシンポジウム  2007.08 

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  • パターン識別に対するアンサンブル構築シミュレーション Domestic conference

    荘司 悠希男,中島 智晴,石渕 久生

    第17回インテリジェントシステムシンポジウム(FANシンポジウム)  2007.08 

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  • カーレーシングにおけるファジィ戦略決定 Domestic conference

    藤井 聖也,中島 智晴,石渕 久生

    第17回インテリジェントシステムシンポジウム(FANシンポジウム)  2007.08 

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  • Fuzzy Classification of Gene Expression Data International conference

    International Conference on Fuzzy Systems  2007.07 

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  • Computational Intelligence and RoboCup Soccer Simulation Invited International conference

    The University of Birmingham  2007.07 

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  • Introducing Class-Based Classification Priority in Fuzzy Rule-Based Classification Systems International conference

    International Conference on Fuzzy Systems,  2007.07 

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  • Breast Cancer Classification Using Statistical Features and Fuzzy Classification of Thermograms International conference

    International Conference on Fuzzy Systems  2007.07 

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  • 誤識別の重大度ランクを用いたファジィ識別システムの構築 Domestic conference

    中島 智晴,横田 泰之,石渕 久生

    第51回システム制御情報学会研究発表講演会  2007.05 

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  • アンサンブル識別器の性能とパターン識別器の多様性に関する一考察 Domestic conference

    荘司 悠希男,横田 泰之,中島 智晴,石渕 久生

    第51回システム制御情報学会研究発表講演会  2007.05 

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  • ニューラルネットとヒューリスティックを用いたドリブルスキルの開発 Domestic conference

    中島智晴,荘司 悠希男,石渕 久生

    人工知能学会第24回SIG-Challenge研究会  2007.05 

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  • High Performance Medical Image Registration Using a Distributed Blackboard Architecture International conference

    IEEE Symposium on Computational Intelligence in Image and Signal Processing  2007.04 

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  • Performance Evaluation of Fuzzy Rule-Based Systems with Class Priority for Medical Diagnosis Problem International conference

    21st European Conference on Modelling and Simulation  2007.04 

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  • Cost-sensitive Fuzzy Classification for Medical Diagnosis International conference

    IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology  2007.04 

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  • Knowledge evolution in a dynamic environment of robocup simulation International conference

    12th International Symposium on Artificial Life and Robotics  2007.01 

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  • A cost-based fuzzy system for pattern classification with class importance International conference

    12th International Symposium on Artificial Life and Robotics  2007.01 

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  • 定性的な識別重要度を考慮したファジィシステムの構築 Domestic conference

    横田泰之,中島智晴,石渕久生

    第49回自動制御連合講演会  2006.11 

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  • RoboCupチーム戦略獲得のための進化技術の応用 Domestic conference

    中島 智晴,新居 学,北野 夢佳

    進化技術応用第3回研究発表会講演会  2006.11 

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  • Examining the effect of cost assignment on the performance of cost-based classification systems International conference

    2006 IEEE International Conference on Systems, Man, and Cybernetics - SMC 2006  2006.10 

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  • A self-adaptive hybrid genetic algorithm for color clustering International conference

    2006 IEEE International Conference on Systems, Man, and Cybernetics - SMC 2006  2006.10 

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  • Cost-sensitive classification of breast cancer thermograms International conference

    10th European Congress of Medical Thermology  2006.09 

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  • 敵チームの動的変化を組み込んだRoboCup戦略進化 Domestic conference

    中島智晴,新居学,石渕久生

    第16回インテリジェントシステムシンポジウム講演会  2006.09 

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  • ロボカップサッカーにおけるニューラルネットワークを用いた模倣学習 Domestic conference

    並川直樹,小野玄基,横山智史,高谷将裕,中島智晴,石渕久生

    第22回ファジィシステムシンポジウム講演会  2006.09 

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  • 重みを考慮したファジィ識別ルールの結論部クラス決定手法 Domestic conference

    横田泰之,中島智晴,石渕久生

    第22回ファジィシステムシンポジウム講演会  2006.09 

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  • 並列分散処理によるファジィパターン識別の高速化 Domestic conference

    中島智晴,新居学,横田泰之,石渕久生

    第22回ファジィシステムシンポジウム講演会  2006.09 

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  • Performance evaluation of cost-sensitive fuzzy classification systems for breast cancer diagnosis International conference

    Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on Advanced Intelligent Systems  2006.09 

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  • Constructing a mimicking soccer agent using neural network International conference

    Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on Advanced Intelligent Systems  2006.09 

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  • Educational soccer simulation system OZED International conference

    Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on Advanced Intelligent Systems  2006.09 

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  • Action rule extraction based on sequences of actions from RoboCup soccer logs International conference

    Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on Advanced Intelligent Systems  2006.09 

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  • A cost-based fuzzy rule-based system for pattern classification problems International conference

    2006 IEEE International Conference on Fuzzy Systems  2006.07 

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  • Computational Intelligence in RoboCup Soccer Simulation Invited International conference

    IEEE World Congress on Computational Intelligence, Vancouver  2006.07 

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  • Robust evaluation of RoboCup soccer strategies by using match history International conference

    2006 Congress on Evolutionary Computation  2006.07 

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  • The effect of using match history on the evolution of RoboCup soccer team strategies International conference

    2006 IEEE Symposium on Computational Intelligence and Games  2006.05 

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  • ロボットの行動獲得のための対話型進化計算 Domestic conference

    藤井聖也,中島智晴,前田慎吾

    人工知能学会第27回SIG-CHALLENGE研究会  2006.05 

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  • RoboCupサッカーシミュレーションリーグ Invited Domestic conference

    中島 智晴

    第50回システム制御情報学会研究発表講演会 アイ・サイ問答教室セレクション  2006.05 

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  • 識別問題におけるコストを考慮したファジィルールの生成 Domestic conference

    中島智晴,横田泰之,石渕久生

    第50回システム制御情報学会研究発表講演会  2006.05 

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  • ニューラルネットワークによるゲームログからの行動獲得 Domestic conference

    並川直樹,小野玄基,横山智史,高谷将裕,中島智晴,石渕久生

    人工知能学会第23回SIG-Challenge研究会  2006.05 

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  • 位置に基づく行動規則を実装した入門用サッカーエージェント作成キットOZED Domestic conference

    西野順二,久保長徳,下羅弘樹,中島智晴

    人工知能学会第23回SIG-Challenge研究会  2006.05 

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  • ニューラルネットワークによるドリブルスキルの獲得 Domestic conference

    並川直樹,小野玄基,横山智史,高谷将裕,中島智晴,石渕久生

    第50回システム制御情報学会研究発表講演会  2006.05 

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  • Generating classification rules from numerical data with misclassification cost International conference

    20th European Conference on Modelling and Simulation 2006  2006.05 

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  • A genetic approach to the design of autonomous agents for futures trading International conference

    11th International Symposium on Artificial Life and Robotics  2006.01 

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  • ロボカップサッカーシミュレーションエージェント開発体験キットOZED Domestic conference

    西野順二,久保長徳,下羅弘樹,中島智晴

    第47回プログラミングシンポジウム講演会  2006.01 

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  • Comparative study on fuzzy and non-fuzzy cost-sensitive classification systems International conference

    11th International Symposium on Artificial Life and Robotics  2006.01 

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  • ソフトコンピューティング手法を用いたRoboCupエージェント開発~ニューロ,ファジィから進化型計算まで~ Invited Domestic conference

    中島 智晴

    RoboCupシミュレーションリーグ秋季キャンプ  2005.12 

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  • Robust evaluation using match history for evolution of soccer team strategies International conference

    6th International Symposium on Advanced Intelligent Systems  2005.10 

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  • Behavior analysis of futures trading agents using fuzzy rule extraction International conference

    2005 IEEE International Conference on Systems, Man and Cybernetics  2005.10 

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  • Weighted fuzzy classification with integrated learning for medical diagnosis International conference

    27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society  2005.09 

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  • RoboCupサッカーにおけるキーパエージェントの開発 Domestic conference

    横山 智史,並川 直樹,高谷 将裕,中島 智晴,有働 昌代,石渕 久

    第21回ファジィシステムシンポジウム講演会  2005.09 

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  • 不確実性を伴う環境下における対戦ゲーム戦略の進化 Domestic conference

    並川 直樹,中島 智晴,石渕 久生

    第21回ファジィシステムシンポジウム講演会  2005.09 

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  • 進化型計算における対戦履歴を考慮したチーム戦略の評価 Domestic conference

    高谷 将裕,中島 智晴,有働 昌代,石渕 久生,新居 学

    第21回ファジィシステムシンポジウム講演会  2005.09 

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  • ファジィルール抽出による先物取引エージェントの行動理解 Domestic conference

    北埜 裕子,中島 智晴,石渕 久生

    第21回ファジィシステムシンポジウム講演会  2005.09 

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  • パターン識別問題における重み付き学習用パターンからのファジィルールの生成 Domestic conference

    横田 泰之,中島 智晴,石渕 久生,Gerald Schaefer

    第21回ファジィシステムシンポジウム講演会  2005.09 

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  • 重み付きパターンを用いたファジィ識別システムの学習手法 Domestic conference

    中島 智晴,横田 泰之,石渕 久生,Gerald Schaefer

    第21回ファジィシステムシンポジウム講演会  2005.09 

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  • A study on robust evaluation schemes for game strategy evolution International conference

    6th International Symposium on Advanced Intelligent Systems  2005.09 

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  • Interpreting the behavior of a trading agent using fuzzy if-then rules International conference

    6th International Symposium on Advanced Intelligent Systems  2005.09 

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  • Cost-sensitive approach to the construction of fuzzy classification systems International conference

    6th International Symposium on Advanced Intelligent System  2005.09 

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  • Developing a goal keeper for simulated RoboCup soccer and its performance evaluation International conference

    3rd International Symposium on Autonomous Minirobots for Research and Edutainment  2005.09 

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  • Learning fuzzy if-then rules for pattern classification with weighted training patterns International conference

    4th Conference of the European Society for Fuzzy Logic and Technology and 11 Rencontres Francophones sur la Logique Floue et ses Applications  2005.09 

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  • Performance evaluation of an evolutionary method for RoboCup soccer strategies International conference

    RoboCup 2005 International Symposium  2005.07 

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  • Constructing fuzzy classification systems from weighted training patterns International conference

    19th European Conference on Modelling and Simulation  2005.06 

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  • Iterative gradient descent approach to multiple regression with fuzzy data International conference

    2005 North American Fuzzy Information Processing Society Conference  2005.06 

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  • Effect of data weighting methods on the performance of fuzzy classification systems International conference

    2005 North American Fuzzy Information Processing Society Conference  2005.06 

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  • Behavior visualization of autonomous trading agents International conference

    19th European Conference on Modelling and Simulation  2005.06 

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  • 重み付き学習用パターンを用いたファジィ識別システムの構築 Domestic conference

    横田 泰之,中島 智晴,石渕 久生

    第49回システム制御情報学会研究発表講演会  2005.05 

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  • ファジィルール抽出による先物取引エージェントの行動分析 Domestic conference

    北埜 裕子,中島 智晴,石渕 久生

    第49回システム制御情報学会研究発表講演会  2005.05 

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  • 進化型計算によるサッカーチーム戦略の獲得手 Domestic conference

    高谷 将裕,中島 智晴,有働 昌代,石渕 久生,新居 学

    第49回システム制御情報学会研究発表講演会  2005.05 

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  • 対戦ゲーム戦略の進化におけるロバストな個体評価 Domestic conference

    並川 直樹,中島 智晴,石渕 久生

    第49回システム制御情報学会研究発表講演会  2005.05 

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  • Fitness modification in genetic algorithms for function optimization problems International conference

    10th International Symposium on Artificial Life and Robotics  2005.02 

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  • Evolution of strategies for simulated RoboCup soccer International conference

    5th International Conference on Recent Advances in Soft Computing  2004.12 

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  • An off-line learning method for improving the performance of an autonomously trading agent International conference

    5th International Conference on Recent Advances in Soft Computing  2004.12 

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  • An evolutionary approach for strategy learning in RoboCup soccer International conference

    2004 IEEE International Conference on Systems  2004.10 

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  • 適応度修正による遺伝的アルゴリズムの性能改良 Domestic conference

    吉田 隆則,中島 智晴,石渕 久生

    第14回インテリジェントシステムシンポジウム講演会  2004.10 

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  • Constructing fuzzy classification systems from weighted training patterns, International conference

    2004 IEEE International Conference on Systems  2004.10 

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  • Development of a fuzzy position controller for an autonomously trading agent International conference

    2004 IEEE International Conference on Systems, Man and Cybernetics  2004.10 

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  • An evolutionary approach for learning soccer strategies International conference

    Joint 2nd International Conference on Soft Computing and Intelligent Systems and 5th International Symposium on Advanced Intelligent Systems  2004.09 

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  • A study on weighting training patterns for fuzzy rule-based classification systems International conference

    1st International Conference on Modeling Decisions for Artificial Intelligenc  2004.08 

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  • ファジィシステムによるサッカーエージェントの行動獲得 Domestic conference

    高谷 将裕,中島 智晴,有働 昌代,石渕 久生

    第20回ファジィシステムシンポジウム講演会  2004.06 

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  • 進化型計算によるサッカーチームの戦略学習 Domestic conference

    中島 智晴,有働 昌代,石渕 久生

    第20回ファジィシステムシンポジウム講演会  2004.06 

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  • 先物取引のためのファジィポジションコントローラー Domestic conference

    北埜 裕子,中島 智晴,石渕 久生

    第20回ファジィシステムシンポジウム講演会  2004.06 

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  • Performance evaluation of randomly trading agents in a virtual futures market International conference

    3rd International Workshop on Agent-based Approaches in Economic and Social Complex Systems  2004.05 

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  • 敵のいる状況でのサッカーエージェントの行動学習 Domestic conference

    高谷 将裕,中島 智晴,有働 昌代,石渕 久生

    第48回システム制御情報学会研究発表講演会  2004.05 

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  • 先物取引エージェントにおけるポジションコントロールのための学習型ファジィシステム Domestic conference

    北埜 裕子,中島 智晴,石渕 久生

    第48回システム制御情報学会研究発表講演会  2004.05 

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  • 進化型計算を用いたチーム戦略獲得手法の一提案 Domestic conference

    中島 智晴,高谷 将裕,有働 昌代,石渕 久生

    人工知能学会第19回SIG-Challenge研究会  2004.05 

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  • Keeping diversity of reference set for keeping diversity of population in distributed genetic algorithms International conference

    9th International Conference on Artificial Life and Robotics  2004.01 

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  • Explicit diversity preservation in distributed genetic algorithms by fitness modification International conference

    2nd International Conference on Computational Intelligence  2003.12 

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  • Application of a multi-agent model with pioneers and followers to a day care center allocation problem International conference

    International Conference on Intelligent Technologies 2003  2003.12 

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  • Constructing fuzzy ensembles for pattern classification problems International conference

    2003 IEEE International Conference on Systems, Man and Cybernetics  2003.10 

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  • Knowledge acquisition for a soccer agent by fuzzy reinforcement learning International conference

    2003 IEEE International Conference on Systems, Man and Cybernetics  2003.10 

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  • 関数最適化問題に対するセルラー構造を有する分散遺伝的アルゴリズム Domestic conference

    吉田 隆則,中島 智晴,石渕 久生

    第19回ファジィシステムシンポジウム講演会  2003.09 

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  • 識別器間の非類似度を考慮したファジィアンサンブル識別器の構築 International conference

    中島 智晴,中井 学,石渕 久生

    第19回ファジィシステムシンポジウム講演会  2003.09 

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  • 動的マルチエージェント環境におけるオンライン学習 Domestic conference

    有働 昌代,中島 智晴,石渕 久生

    第19回ファジィシステムシンポジウム講演会  2003.09 

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  • Development and analysis of autonomously trading agents International conference

    34th Annual Conference of the International Simulation and Gaming Association  2003.08 

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  • Performance evaluation of combined cellular genetic algorithms for function optimization problems International conference

    2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation  2003.07 

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  • A fuzzy reinforcement learning for a ball interception problem International conference

    RoboCup 2003 Symposium  2003.07 

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  • Acquiring the positioning skill in a soccer game using a fuzzy Q-learning International conference

    2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation  2003.07 

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  • Credit assignment by fuzzy rule-based systems in fuzzy classifier ensembles International conference

    2003 IEEE International Symposium on Computational Intelligence in Robotics and Automatio  2003.07 

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  • Implementation of fuzzy Q-learning for a soccer agent International conference

    2003 IEEE International Conference on Fuzzy Systems  2003.05 

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  • ブースティング手法を用いたファジィアンサンブル識別器の構築 Domestic conference

    中井 学,中島 智晴,石渕 久生

    第47回システム制御情報学会研究発表講演会  2003.05 

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  • セル構造を有する分散遺伝的アルゴリズムの性能調査 Domestic conference

    吉田 隆則,中島 智晴,石渕 久生

    第47回システム制御情報学会研究発表講演会  2003.05 

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  • Extracting linguistic knowledge and its use as decision support in a virtual futures market International conference

    2003 IEEE International Conference on Fuzzy Systems  2003.05 

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  • A boosting algorithm with subset selection of training patterns International conference

    2003 IEEE International Conference on Fuzzy Systems  2003.05 

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  • On-line learning of a fuzzy system for a futures market International conference

    2002 International Conference on Fuzzy Systems and Knowledge Discovery  2002.11 

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  • 学習型U-Martエージェントの設計と意志決定支援への応用 Domestic conference

    有山 貴信,中島 智晴,石渕 久生

    第26回システム工学部会研究会  2002.11 

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  • ファジィアンサンブル識別器の構築法について Domestic conference

    中井 学,中島 智晴,石渕 久生

    第12回インテリジェントシステムシンポジウム講演会  2002.11 

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  • Combining multiple cellular genetic algorithms for efficient search International conference

    4th Asia-Pacific Conference on Simulated Evolution and Learning  2002.11 

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  • A boosting algorithm of fuzzy rule-based systems for pattern classification problems International conference

    2002 International Conference on Fuzzy Systems and Knowledge Discovery  2002.11 

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  • Knowledge extraction by fuzzy-rule-learning and its effectiveness in decision support for futures trading International conference

    1st International Conference on Soft Computing and Intelligent Systems  2002.10 

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  • Fuzzy Q-learning for acquiring the behavior of a soccer agent International conference

    1st International Conference on Soft Computing and Intelligent Systems  2002.10 

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  • A genetic algorithm for constructing fuzzy classifier ensembles International conference

    1st International Conference on Soft Computing and Intelligent Systems  2002.10 

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  • 先物取引エージェントのためのファジィシステムのオンライン学習 Domestic conference

    有山 貴信,中島 智晴,石渕 久生

    第18回ファジィシステムシンポジウム講演会  2002.08 

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  • パターン識別問題に対するファジィ識別器のブースティング Domestic conference

    中島 智晴,中井 学,石渕 久生

    18回ファジィシステムシンポジウム講演会  2002.08 

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  • ファジィQ学習によるサッカーエージェントの構築 Domestic conference

    有働 昌代,中島 智晴,石渕 久生

    第18回ファジィシステムシンポジウム講演会  2002.08 

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  • Improving the performance of fuzzy classification systems by membership function leaning and feature selection International conference

    2002 IEEE International Conference on Fuzzy Systems  2002.05 

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  • セルラー遺伝的アルゴリズムの性能改良ヒューリスティック Domestic conference

    中島 智晴,有山 貴信,石渕 久生

    第46回システム制御情報学会研究発表講演会  2002.05 

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  • 適応的なファジィシステムによる学習型先物取引エージェントの開発 Domestic conference

    中島 智晴,有山 貴信,石渕 久生

    第46回システム制御情報学会研究発表講演会  2002.05 

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  • A Fuzzy rule-based system for ensembling classification systems International conference

    2002 IEEE International Conference on Fuzzy Systems  2002.05 

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  • オンライン学習を行う先物取引エージェントの設計とその行動解析 Domestic conference

    中島 智晴,有山 貴信,石渕 久生

    進化経済学会第6回大阪大会講演会  2002.03 

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  • A study on several variants of cellular genetic algorithms International conference

    7th International Symposium on Artificial Life and Robotics  2002.01 

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  • Adjusting membership functions and reducing the number of features for designing fuzzy classification systems International conference

    7th International Symposium on Artificial Life and Robotics  2002.01 

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  • Adaptation of fuzzy rule-based systems for game playing International conference

    10th IEEE International Conference on Fuzzy System  2001.12 

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  • Determination of rule weights of fuzzy association rules, International conference

    10th IEEE International Conference on Fuzzy System  2001.12 

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  • Fuzzy data mining: Effect of fuzzy discretization International conference

    2001 IEEE International Conference on Data Mining  2001.11 

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  • Linguistic modeling for function approximation using grid partitions International conference

    10th IEEE International Conference on Fuzzy System  2001.11 

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  • セルラーGAにおける個体の並べ替えの導入 Domestic conference

    中島 智晴,竹内 大助

    MPSシンポジウム  2001.10 

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  • Supervised and unsupervised fuzzy discretization of continuous attributes for pattern classification problems International conference

    Knowledge-Based Intelligent Information Engineering Systems  2001.09 

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  • ファジィ相関ルールにおける重みの決定 Domestic conference

    石渕 久生,山本 隆,中島 智晴

    第11回インテリジェントシステムシンポジウム講演会  2001.09 

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  • 多目的遺伝的局所探索法の改良 Domestic conference

    吉田 匡志,中島 智晴,石渕 久生

    第11回インテリジェントシステムシンポジウム講演会  2001.09 

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  • ファジィパターン識別のための 教師あり・教師なし離散化 Domestic conference

    中島 智晴,中井 学,石渕 久生

    第11回インテリジェントシステムシンポジウム講演会  2001.09 

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  • GA-based approaches to linguistic modeling of nonlinear functions International conference

    9th IFSA World Congress and 20th NAFIPS International Conference  2001.07 

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  • Learning of neural networks with GA-based instance selection International conference

    9th IFSA World Congress and 20th NAFIPS International Conference  2001.07 

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  • Fuzzy association rules for handling continuous attributes International conference

    2001 IEEE International Symposium on Industrial Electronics  2001.06 

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  • Three-objective optimization in linguistic function approximation International conference

    Congress on Evolutionary Computation 2001  2001.05 

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  • 多目的組み合わせ最適化問題に対する 進化的手法の性能比較 Domestic conference

    吉田 匡志,中島 智晴,石渕 久生

    第45回システム制御情報学会研究発表講演会  2001.05 

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  • 関数近似におけるファジィGBMLによる多目的最適化 Domestic conference

    中島 智晴,石渕 久生

    第45回システム制御情報学会研究発表講演会  2001.05 

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  • Effect of localized selection on the evolution of unplanned coordination in a market selection game International conference

    Congress on Evolutionary Computation 2001  2001.05 

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  • Multiobjective optimization in linguistic rule extraction from numerical data International conference

    1st International Conference on Evolutionary Multi-Criterion Optimization  2001.03 

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  • High-dimensional test problems of linguistic modeling and fuzzy genetics-based machine learning International conference

    6th International Conference on Soft Computing  2000.10 

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  • daptation of fuzzy systems and neural networks in a non-stationary market selection game International conference

    6th International Conference on Soft Computin  2000.10 

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  • Minimizing the number of fuzzy rules by fuzzy genetics-based machine learning for pattern classification problems International conference

    8th Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems  2000.07 

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  • Multi-objective pattern and feature selection by a genetic algorithm International conference

    Genetic and Evolutionary Computation Conference  2000.07 

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  • Evolution of strategies in spatial IPD games with structural demes International conference

    Genetic and Evolutionary Computation Conference  2000.07 

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  • Linguistic rule extraction by genetics-based machine learning International conference

    Genetic and Evolutionary Computation Conference  2000.07 

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  • Fuzzy and crisp partition of pattern spaces for extracting linguistic rules from numerical data International conference

    8th Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems  2000.07 

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  • 遺伝的機械学習による多入力非線形関数のモデリング Domestic conference

    竹内 大助,中島 智晴,石渕 久生

    第44回システム制御情報学会研究発表講演会  2000.05 

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  • 遺伝的アルゴリズムによるパターンと特徴の選択 Domestic conference

    中島 智晴,石渕 久生

    第44回システム制御情報学会研究発表講演会  2000.05 

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  • A hybrid fuzzy GBML algorithm for designing compact fuzzy rule-based classification systems International conference

    9th IEEE International Conference on Fuzzy Systems  2000.05 

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  • Effect of rule weights in fuzzy rule-based classification systems International conference

    9th IEEE International Conference on Fuzzy Systems  2000.05 

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  • 遺伝的機械学習による言語的ルールの抽出 Domestic conference

    中島 智晴,石渕 久生

    第44回システム制御情報学会研究発表講演会  2000.05 

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  • A fuzzy genetics-based machine learning method for designing linguistic classification systems with high comprehensibility International conference

    6th International Conference on Neural Information Processing  1999.11 

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  • Genetic-algorithm-based approaches to the linguistic rule extraction from numerical data International conference

    International Symposium on Nonlinear Theory and its Applications  1999.11 

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  • Implementation of genetic algorithms for a spatial IPD game with a generalized objective function International conference

    IEEE International Conference on Systems, Man and Cybernetics  1999.10 

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  • A hybrid fuzzy genetics-based machine learning algorithm: Hybridization of Michigan approach and Pittsburgh approach International conference

    IEEE International Conference on Systems  1999.10 

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  • Genetic-algorithm-based approach to linguistic approximation of nonlinear functions with many input variables International conference

    IEEE International Conference on Fuzzy Systems  1999.08 

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  • Evolution of neighborly relations in a spatial IPD game with cooperative players and hostile players International conference

    Congress on Evolutionary Computation  1999.07 

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  • Designing compact fuzzy rule-based systems with default hierarchies for linguistic approximation International conference

    Congress on Evolutionary Computation  1999.07 

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  • Learning of fuzzy reference sets in nearest neighbor classification International conference

    18th International Conference of the North American Fuzzy Information Processing Society  1999.06 

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  • Designing a decision making system for a market selection game International conference

    Computing in Economics and Finance ’99  1999.06 

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  • ファジィ識別システム構築のためのミシガンアプローチとピッツバーグアプローチのハイブリッド化 Domestic conference

    石渕 久生,黒田 哲矢,中島 智晴

    第15回ファジィシステムシンポジウム講演会  1999.06 

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  • 少数の言語的ルールによる多入力非線形関数の近似: 遺伝的アルゴリズムによるルール選択手法 Domestic conference

    石渕 久生,中島 智晴

    第15回ファジィシステムシンポジウム講演会  1999.06 

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  • 繰り返し囚人のジレンマゲームにおける協調的目的関数と敵対的目的関数 Domestic conference

    中理 達生,石渕 久生,中島 智晴

    第43回システム制御情報学会研究発表講演会  1999.05 

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  • ファジィ最近傍識別器における参照点の学習 Domestic conference

    中島 智晴,石渕 久生

    第43回システム制御情報学会研究発表講演会  1999.05 

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  • 市場選択ゲームに対する最近傍識別器を用いた意志決定 Domestic conference

    呉 志賢,中島 智晴,石渕 久生

    第43回システム制御情報学会研究発表講演会  1999.05 

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  • Strategies of a market selection game International conference

    2nd Asia-Pacific Conference on Simulated Evolution and Learning  1998.11 

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  • 繰り返し囚人のジレンマゲームにおける目的関数の一般化と戦略の進化 Domestic conference

    中理 達生,中島 智晴,石渕 久生

    日本シミュレーション  1998.11 

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  • Competition between strategies of a market selection game International conference

    Complex Systems’98  1998.11 

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  • volution of mutual cooperation in a spatial Iterated Prisoner’s Dilemma game with generalized objective functions International conference

    2nd Asia-Pacific Conference on Simulated Evolution and Learning  1998.11 

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  • Evolution of reference sets in nearest neighbor classification International conference

    2nd Asia-Pacific Conference on Simulated Evolution and Learning  1998.11 

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  • Designing compact fuzzy rule-based systems by selecting reference patterns in fuzzy nearest neighbor classification International conference

    5th International Conference on Soft Computing and Information/Intelligent Systems  1998.10 

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  • 市場選択ゲームに対する種々の戦略 Domestic conference

    呉 志賢,中島 智晴,石渕 久生

    日本シミュレーション  1998.10 

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  • Formulation of a fuzzy rule selection problem for high-dimensional classification problems International conference

    6th International Conference on Fuzzy Theory  1998.10 

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  • Evolution of strategies in an Iterated Prisoner’s Dilemma game with spatial players International conference

    5th International Conference on Soft Computing and Information/Intelligent Systems  1998.10 

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  • Performance evaluation of fuzzy rule-based Q-learning International conference

    5th International Conference on Soft Computing and Information/Intelligent Systems  1998.10 

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  • Approaches to the design of classification systems from numerical data and linguistic knowledge International conference

    5th International Conference on Soft Computing and Information/Intelligent Systems  1998.10 

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  • Genetic local search for reference pattern selection in fuzzy nearest neighbor classification International conference

    2nd IEEE International Conference on Intelligent Processing Systems  1998.08 

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  • ファジィQ学習による繰り返しゲームの戦略獲得 Domestic conference

    呉 志賢,中島 智晴,石渕 久生

    第14回ファジィシステムシンポジウム講演会  1998.06 

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  • GAによるファジィ最近傍識別器の設計 Domestic conference

    中島 智晴,石渕 久生

    第14回ファジィシステムシンポジウム講演会  1998.06 

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  • ヒストグラムを用いたファジィ識別システムの構築 Domestic conference

    中島 智晴,石渕 久生

    第14回ファジィシステムシンポジウム講演会  1998.06 

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  • GA-based approaches for finding the minimum reference set for nearest neighbor classification International conference

    1998 IEEE International Conference on Evolutionary Computation  1998.05 

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  • 市場選択ゲームにおける知識獲得 Domestic conference

    呉 志賢,中島 智晴,石渕 久生

    第42回システム制御情報学会研究発表講演会  1998.05 

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  • 繰り返しゲームを行う集団におけるGAによる戦略の発展 Domestic conference

    中理 達夫,呉 志賢,中島 智晴,石渕 久生

    第42回システム制御情報学会研究発表講演会  1998.05 

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  • GAによる最近傍識別の参照点選択 Domestic conference

    中島 智晴,石渕 久生

    第42回システム制御情報学会研究発表講演会  1998.05 

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  • Knowledge acquisition by fuzzy classifier systems for pattern classification problems International conference

    2nd International Symposium on Soft Computing for Industry  1998.05 

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  • Fuzzy classification with reject options by fuzzy if-then rules International conference

    1998 IEEE International Conference on Fuzzy Systems  1998.05 

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  • Initialization of Q-values by fuzzy rules for accelerating Q-learning International conference

    1998 IEEE International Conference on Neural Networks  1998.05 

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  • Evolutionary algorithms for constructing linguistic rule-based systems for high-dimensional pattern classification problem International conference

    1998 IEEE International Conference on Evolutionary Computation  1998.05 

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  • A study on generating fuzzy classification rules using histograms International conference

    2nd International Conference on Knowledge-Based Intelligent Electronic Systems  1998.04 

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  • Fuzzy partition and input selection by genetic algorithms for designing fuzzy rule-based classification systems International conference

    7th International Conference on Evolutionary Programming  1998.03 

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  • Q学習の高速化のためのファジィルールを用いたQ値の初期化 Domestic conference

    石渕 久生,中島 智晴,呉 志賢

    第7回インテリジェントシステム・シンポジウム講演会  1997.11 

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  • 識別拒否を導入したファジィ識別システムの性能評価 Domestic conference

    石渕 久生,中島 智晴,宮本 博充

    第7回インテリジェント・システム・シンポジウム講演会  1997.11 

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  • Simple fuzzy rule-based classification systems perform well on commonly used real world data sets International conference

    North American Fuzzy Information Processing Society Meeting  1997.09 

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  • Performance evaluation of various variants of fuzzy classifier systems for pattern classification problems International conference

    North American Fuzzy Information Processing Society Meeting  1997.09 

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  • Input selection in fuzzy rule-based classification systems International conference

    1997 IEEE International Conference on Fuzzy Systems  1997.07 

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  • Fuzzy Q-learning for a multi-player non-cooperative repeated game International conference

    1997 IEEE International Conference on Fuzzy Systems  1997.07 

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  • GAによるファジィ・プロトタイプ選択 Domestic conference

    中島 智晴,石渕 久生

    第13回ファジィシステムシンポジウム講演会  1997.06 

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  • ファジィ遺伝的機械学習の改良アルゴリズム Domestic conference

    中島 智晴,石渕 久生

    第13回ファジィシステムシンポジウム講演会  1997.06 

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  • ヒューリスティックの導入によるファジィクラシファイアシステムの性能の改良 Domestic conference

    中島 智晴,石渕 久生

    第41回システム制御情報学会講演会  1997.05 

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  • ファジィ理論を用いたQ学習の性能向上 Domestic conference

    呉 志賢,中島 智晴,石渕 久生

    第41回システム制御情報学会講演会  1997.05 

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  • Evolution of fuzzy nearest neighbor neural networks International conference

    1997 IEEE International Conference on Evolutionary Computation  1997.04 

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  • Several variants of fuzzy classifier systems for pattern classification problems with continuous attributes International conference

    International Symposium on Artificial Life and Robotics  1997.02 

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  • Improving the performance of Q-learning by fuzzy logic International conference

    International Symposium on Artificial Life and Robotics  1997.02 

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  • A coding method for generating disjunctive fuzzy if-then rules International conference

    1st Asia-Pacific Conference on Simulated Evolution and Learning  1996.11 

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  • Combining multiple fuzzy-rule-based classification systems International conference

    4th International Conference on Soft Computing  1996.10 

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  • ファジィ識別システムにおける変数選択 Domestic conference

    中島 智晴,石渕 久生,森澤 武彦

    平成8年度日本経営工学会秋季研究発表会  1996.10 

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  • 単純なファジィIf-Thenルールの識別能力について Domestic conference

    中島 智晴,石渕 久生,森澤 武彦

    第6回インテリジェントシステムシンポジウム講演会  1996.10 

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  • ファジィQ学習による輸送計画問題の解析 Domestic conference

    石渕 久生,宮本 博充,呉 志賢,中島 智晴

    第6回インテリジェントシステムシンポジウム講演会  1996.10 

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  • Two fuzzy reasoning methods in fuzzy-rule-based classification systems International conference

    4th European Congress on Intelligent Techniques and Soft Computing  1996.09 

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  • 非協力輸送ゲーム Domestic conference

    石渕 久生,宮本 博充,新居 学,中島 智

    日本シミュレーション  1996.09 

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  • Voting schemes for fuzzy-rule-based classification systems International conference

    1996 IEEE International Conference on Fuzzy Systems  1996.09 

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  • ファジィ識別システムにおける投票計画 Domestic conference

    石渕 久生,森澤 武彦,中島 智晴

    第12回ファジィシステムシンポジウム講演会  1996.06 

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  • 多次元パターン識別問題のためのファジィ識別システムの構成 Domestic conference

    中島 智晴,石渕 久生

    第12回ファジィシステムシンポジウム講演会  1996.06 

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  • Genetic-algorithm-based approaches to the design of fuzzy systems for multi-dimensional pattern classification problems International conference

    1996 IEEE International Conference on Evolutionary Computation  1996.05 

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  • 強化学習による輸送問題の解析 Domestic conference

    宮本 博充,新居 学,中島 智晴,石渕 久生

    第40回システム制御情報学会講演会  1996.05 

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  • A fuzzy classifier system for generating linguistic classification rules International conference

    1995 IEEE/Nagoya University World Wisepersons Workshop on Fuzzy Logic and Neural Networks/Evolutionary Computation  1995.11 

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  • fuzzy classifier system that generates fuzzy if-then rules for pattern classification problems International conference

    1995 IEEE International Conference on Evolutionary Computation  1995.11 

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  • クラシファイアシステムによる言語的識別ルールの獲得 Domestic conference

    中島 智晴,村田 忠彦,石渕 久生

    日本経営工学会秋季研究発表会  1995.10 

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  • ファジィルール選択問題に対するピッツバーグアプローチとミシガンアプローチの比較 Domestic conference

    石渕 久生,中島 智晴,村田 忠彦

    第5回インテリジェントシステムシンポジウム  1995.09 

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  • クラシファイアシステムを用いたファジィ識別ルールの獲得 Domestic conference

    中島 智晴,村田 忠彦,石渕 久生

    システム制御情報学会講演会  1995.05 

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  • 動的環境におけるラベルノイズに対するPassive-Aggressive学習ファジィ識別器の一考察 Domestic conference

    山本悠真,味本健祐,中島智晴,楠木祥文

    第31回インテリジェント・システム・シンポジウム(FAN2023) 

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Industrial Property Rights

  • 子ども支援システム、方法、およびプログラム

    山野 則子, 中島 智晴

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    property_type:Patent 

    Application no:特願2023-048990 

    Announcement no:特開2023-145394 

    J-GLOBAL

  • 定量評価装置、定量評価プログラム、および学習モデル生成プログラム

    小川 耕平, 堤 親平, 上杉 徳照, 中島 智晴

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    property_type:Patent 

    Application no:特願2022-145517 

    Announcement no:特開2023-043863 

    J-GLOBAL

  • 積算データ検索装置、積算データ検索方法及びプログラム

    中島 智晴, 加藤 正元

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    property_type:Patent 

    Application no:特願2022-6095 

    Announcement no:特開2023-15137 

  • 設計図面比較装置、設計図面比較方法及びプログラム

    中島 智晴

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    property_type:Patent 

    Application no:特願2022-60964 

    Announcement no:特開2023-151380 

Outline of collaborative research (seeds)

  • 暗黙的な経験知識の言語表現

  • センサ値からの内部状態分析

  • 製造工程における最適制御パラメータの自動決定

  • 時系列データからの傾向分析

  • データからの傾向分析

  • ロボットもしくは自律エージェントの知能開発

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Grant-in-Aid for Scientific Research

  • 認知機能維持・健康生活を支援するReminiscence(回想)AIヘルスロボットシステムの構築

    2023

  • サッカーにおける視覚探索行動の定量的評価を可能にするデータ生成・分析手法の開発

    2023

  • 子どもの課題スクリーニングから支援・効果まで循環するシステム構築

    2023

  • シフト勤務看護師の概日リズム実態調査とAI解析による是正生活パターンの検証

    2023

  • 韓国シミュレーション教育を活用した計算知能技術認知症ケア教育教材の開発

    2023

  • 臨床的思考力を育むICTを活用した学習システムの構築-技術・思考・実践の連動-

    2023

  • 子どもの課題スクリーニングから支援・効果まで循環するシステム構築

    Grant-in-Aid for Scientific Research(A)  2022

  • シフト勤務看護師の概日リズム実態調査とAI解析による是正生活パターンの検証

    Grant-in-Aid for Scientific Research(B)  2022

  • 3秒ルールインテリジェンスを用いた患者への様子見行動の模擬に向けた基礎研究

    Grant-in-Aid for Scientific Research(C)  2022

  • 韓国シミュレーション教育を活用した計算知能技術認知症ケア教育教材の開発

    Grant-in-Aid for Scientific Research(C)  2022

  • 臨床的思考力を育むICTを活用した学習システムの構築-技術・思考・実践の連動-

    Grant-in-Aid for Scientific Research(C)  2022

  • 韓国シミュレーション教育を活用した計算知能技術認知症ケア教育教材の開発

    Grant-in-Aid for Scientific Research(C)  2021

  • 3秒ルールインテリジェンスを用いた患者への様子見行動の模擬に向けた基礎研究

    Grant-in-Aid for Scientific Research(C)  2021

  • 臨床的思考力を育むICTを活用した学習システムの構築-技術・思考・実践の連動-

    Grant-in-Aid for Scientific Research(C)  2021

  • シフト勤務看護師の概日リズム実態調査とAI解析による是正生活パターンの検証

    Grant-in-Aid for Scientific Research(B)  2021

  • 臨床的思考力を育むICTを活用した学習システムの構築-技術・思考・実践の連動-

    2020

  • 韓国シミュレーション教育を活用した計算知能技術認知症ケア教育教材の開発

    2020

  • 3秒ルールインテリジェンスを用いた患者への様子見行動の模擬に向けた基礎研究

    2020

  • シフト勤務看護師の概日リズム実態調査とAI解析による是正生活パターンの検証

    2020

  • シフト勤務看護師の概日リズム実態調査とAI解析による是正生活パターンの検証

    2019

  • 韓国シミュレーション教育を活用した計算知能技術認知症ケア教育教材の開発

    2019

  • サッカーにおける行動計画と戦術指示の計算モデル化とシュミレーション評価

    2019

  • サッカーにおける行動計画と戦術指示の計算モデル化とシュミレーション評価

    2018

  • 人工知能技術を用いた認知症ケアにおける回想法コンテンツ自動生成システムの開発

    2018

  • 人工知能技術を用いた認知症ケアにおける回想法コンテンツ自動生成システムの開発

    2017

  • シリアスゲームを用いたiNPH認知症ケア教育教材の開発

    2017

  • サッカーにおける行動計画と戦術指示の計算モデル化とシュミレーション評価

    2017

  • 人口知能技術を用いた認知症ケアにおける回想法コンテンツ自動生成システムの開発

    2017

  • 人工知能技術を用いた認知症ケアにおける回想法コンテンツ自動生成システムの開発

    2016

  • 人口知能技術を用いた認知症ケアにおける回想法コンテンツ自動生成システムの開発

    2016

  • シリアスゲームを用いたiNPH認知症ケア教育教材の開発

    2016

  • シリアスゲームを用いたiNPH認知症ケア教育教材の開発

    2015

  • 高齢者認知症ケア教育のための計算知能技術を用いたシリアスゲーム教材の開発

    2015

  • 連続状態空間環境におけるロボット行動の評価方法と木構造を用いた連鎖行動探索

    2014

  • 高齢者認知症ケア教育のための計算知能技術を用いたシリアスゲーム教材の開発

    2014

  • 高齢者認知症ケア教育のための計算知能技術を用いたシリアスゲーム教材の開発

    2013

  • 連続状態空間環境におけるロボット行動の評価方法と木構造を用いた連鎖行動探索

    2013

  • 連続状態空間環境におけるロボット行動の評価方法と木構造を用いた連鎖行動探索

    2012

  • ひらめき☆ときめき サイエンス~ようこそ大学の研究室へ~KAKENHI

    2009

  • ひらめき☆ときめき サイエンス~ようこそ大学の研究室へ~KAKENHI

    2008

▼display all

Charge of on-campus class subject

  • 知識情報システム学演習1

    2023   Weekly class   Undergraduate

  • 機械学習特論

    2023   Weekly class   Graduate school

  • 学際情報学特別研究1

    2023   Intensive lecture   Graduate school

  • 学際情報学特別演習1

    2023   Intensive lecture   Graduate school

  • 知識情報システム学卒業研究

    2023   Intensive lecture   Undergraduate

  • 知識情報システム学英語演習

    2023   Intensive lecture   Undergraduate

  • 人工知能

    2023   Weekly class   Undergraduate

  • 情報リテラシー

    2023   Weekly class   Graduate school

  • 学際情報学特別演習3

    2023   Intensive lecture   Graduate school

  • 学際情報学特別研究7

    2023   Intensive lecture   Graduate school

  • 学際情報学特別研究5

    2023   Intensive lecture   Graduate school

  • 学際情報学特別研究3

    2023   Intensive lecture   Graduate school

  • 知識情報システム学演習III

    2023   Weekly class   Undergraduate

  • 知識情報システム学演習I

    2023   Weekly class   Undergraduate

  • 学際情報学特別演習1

    2022   Intensive lecture   Graduate school

  • 学際情報学特別演習4 (中百舌鳥)

    2022   Intensive lecture   Graduate school

  • 学際情報学特別研究8 (中百舌鳥)

    2022   Intensive lecture   Graduate school

  • 学際情報学特別研究6 (中百舌鳥)

    2022   Intensive lecture   Graduate school

  • 学際情報学特別研究4 (中百舌鳥)

    2022   Intensive lecture   Graduate school

  • 知識情報システム学演習IV

    2022   Weekly class   Undergraduate

  • 知識情報システム学概論

    2022   Weekly class   Undergraduate

  • 知識情報システム学演習II

    2022   Weekly class   Undergraduate

  • 知識情報システム学卒業研究

    2022   Intensive lecture   Undergraduate

  • 知識情報システム学海外インターンシップ

    2022   Intensive lecture   Undergraduate

  • 知識情報システム学海外インターンシップII

    2022   Intensive lecture   Undergraduate

  • Special Seminar in Knowledge and Information Systems B

    2021    

  • Special Seminar in Knowledge and Information Systems A

    2021    

  • Overseas Internship in Knowledge and Information Systems

    2021   Practical Training  

  • Overseas Internship in Knowledge and Information Systems II

    2021   Practical Training  

  • Graduation Thesis Project in Knowledge and Information Systems

    2021    

  • Technical English for Knowledge and Information Systems

    2021    

  • Artificial Intelligence

    2021    

  • Seminar in Knowledge and Information Systems I

    2021    

  • Seminar in Knowledge and Information Systems I

    2021   Practical Training  

  • Special Topics in Machine Learning

    2021    

  • Seminar in Knowledge and Information Systems IV

    2021    

  • Seminar in Knowledge and Information Systems III

    2021    

  • Seminar in Knowledge and Information Systems II

    2021    

  • Seminar in Knowledge and Information Systems I

    2021    

  • Information Science and Technology for Sustainable Society

    2021    

  • Basic Computer Science (Including Information Society and Ethics)

    2021    

▼display all

Social Activities

  • その他公開講座 持続可能な現代社会の創造に向けて「くらしの中の持続可能性」

    2019.04 - 2020.03

  • その他公開講座 持続可能な現代社会の創造に向けて シンポジウム「くらしの中の持続可能性」

    2019.04 - 2020.03

  • 小学校教員に対する研修 中百舌鳥小学校 プログラミング教育 研修会

    2019.04 - 2020.03

  • その他公開講座 21世紀学研究所連続セミナー第4回(研究の大型化を目指す異分野連携推進研究所/プライバシーを配慮した高齢者見守りに挑む:人口知能と異分野融合)(万葉短歌の統計的解析について―統計学と文学研究の融合―/ナノ粒子のリスクのおはなし)

    2016.04 - 2017.03

Visiting Lectures ⇒ Link to the list of Visiting Lectures

  • 最先端のエージェント技術, かしこいコンピュータ, ゲームエージェントの学習と進化, サッカーロボットの頭脳を作る技術

    Category:Modern system science (knowledge information system, environmental system, educational welfare, psychology), Engineering (machinery, electronics / physics, electrical / electronics, electrical information, chemical biotechnology, architecture, cities (civil engineering / environment), material chemistry, aerospace, marine systems, applied chemistry, chemistry, materials)

     More details

    Audience:Preschooler, Schoolchildren