Updated on 2024/04/19

写真a

 
UBUKATA Seiki
 
Organization
Graduate School of Informatics Department of Core Informatics Associate Professor
School of Engineering Department of Information Science
Title
Associate Professor
Affiliation
Institute of Informatics
Contact information
メールアドレス
Affiliation campus
Nakamozu Campus

Position

  • Graduate School of Informatics Department of Core Informatics 

    Associate Professor  2022.04 - Now

  • School of Engineering Department of Information Science 

    Associate Professor  2022.04 - Now

Degree

  • 博士(情報科学) ( Hokkaido University )

  • 修士(情報科学) ( Hokkaido University )

  • 学士(工学) ( Hokkaido University )

Research Areas

  • Informatics / Soft computing

  • Informatics / Kansei informatics

  • Informatics / Intelligent informatics

Research subject summary

  • 不確実性を考慮したクラスタリング手法の開発

Research Career

  • Intelligent Data Analysis

    Soft computing, Clustering, Sensitivity Informatics 

    2015.04 - Now 

Professional Memberships

  • Japan Society for Fuzzy Theory and Intelligent Informatics (SOFT)

    2008.07 - Now   Domestic

  • The Japan Society of Kansei Engineering (JSKE)

    2013.01 - Now   Domestic

  • The Institute of Systems, Control and Information Engineers (ISCIE)

    2015.04 - Now   Domestic

  • IEEE

    2015.08 - Now   Overseas

Committee Memberships (off-campus)

  • 理事(財務・会計担当)   日本知能情報ファジィ学会  

    2023.06 - Now 

  • 幹事   継続学習と知能の創発研究会  

    2021.04 - Now 

  • Researcher   Computational Science Research Institute  

    2020.11 - Now 

  • Editorial Member   Journal of Advanced Computational Intelligence and Intelligent Informatics (JACIII)  

    2019.10 - Now 

  • 関西支部運営委員   日本知能情報ファジィ学会  

    2017.04 - Now 

  • 事業委員   日本知能情報ファジィ学会  

    2017.04 - Now 

  • SOFT-CR委員   日本知能情報ファジィ学会  

    2017.04 - 2019.03 

  • 広報委員   日本知能情報ファジィ学会  

    2016.04 - 2017.03 

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Awards

  • FSS優秀発表賞

    毛利 憲竜,生方 誠希,本多 克宏

    2023.09   FSS2023実行委員会   粒状性を考慮したラフ集合ベースの混合多項分布型共クラスタリングに基づく協調フィルタリング

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    Country:Japan

  • Best Paper Award 2022

    Katsuhiro Honda, Issei Hayashi, Seiki Ubukata, Akira Notsu

    2022.09   Fuji Technology Press Ltd.   Three-Mode Fuzzy Co-Clustering Based on Probabilistic Concept and Comparison with FCM-Type Algorithms

  • プレゼンテーション賞

    キム ヘラン,生方 誠希,本多 克宏

    2022.09   第30回インテリジェント・システム・シンポジウム実行委員会   目的関数ベースのRough Membership C-Meansクラスタリングに基づく協調フィルタリング

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    Country:Japan

  • FSS優秀発表賞

    畑中 浩貴,生方 誠希,本多克宏

    2022.09   FSS2022実行委員会   Rough C-Meansクラスタリングに基づく協調フィルタリングにおける種々の次元削減手法の活用

  • SICE Annual Conference International Award (Basic Technology) of the SICE2021

    2021.09   The Society of Instrument and Control Engineers  

  • Excellent Paper Award

    2021.09  

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    Country:Japan

  • 貢献賞

    2021.09   SCIS&ISIS2020実行委員会  

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    Country:Japan

  • 貢献賞

    2020.09   第35回ファジィシステムシンポジウム実行委員会  

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    Country:Japan

  • Excellent Paper Award

    2020.09   International Symposium on Community-centric Systems 2020  

  • JACIII Young Researcher Award 2019

    2019.10   JACIII Editorial Board  

  • プレゼンテーション賞

    2019.09   第29回インテリジェント・システム・シンポジウム  

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    Country:Japan

  • 平成30年 電子・情報・システム部門 技術委員会奨励賞

    2019.02   一般社団法人 電気学会 電子・情報・システム部門  

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    Country:Japan

  • Best Paper Award

    2017.10   18th International Symposium on Advanced Intelligent Systems  

  • 優秀論文賞

    2016.10   FANシンポジウム運営委員会  

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    Country:Japan

  • Best Paper Award

    2016.08   Joint 8th International Conference on Soft Computing and Intelligent Systems and 17th International Symposium on Advanced Intelligent Systems  

  • IEEE CIS Japan Chapter Young Researcher Award (Fuzzy System Symposium) "Behavior Control of Multiple Agents Based on Locality of Binary Relations"

    2015.09   IEEE Computational Intelligence Society Japan Chapter  

  • 優秀論文賞

    2015.09   FANシンポジウム運営委員会  

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    Country:Japan

  • ポスターデモセッション優秀賞 ``関係の局所性に基くマルチエージェント制御に関する一考察''

    2014.09   第30回ファジィシステムシンポジウム(FSS2014実行委員会)  

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    Country:Japan

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Job Career (off-campus)

  • 大阪大学 大学院基礎工学研究科 システム創成専攻 助教

    2014.04 - 2015.03

  • 北海道大学 大学院情報科学研究科 コンピュータサイエンス専攻 リサーチ・アシスタント

    2009.05 - 2014.03

  • 北海道大学 大学院情報科学研究科 コンピュータサイエンス専攻 短期支援員

    2008.12 - 2009.02

Education

  • Hokkaido University   Graduate School, Division of Information Science   The second semester of doctoral program   Accomplished credits for doctoral program

    2009.04 - 2014.03

  • Hokkaido University   Graduate School, Division of Information Science   Master's Course   Graduated/Completed

    2007.04 - 2009.03

  • Hokkaido University   Faculty of Engineering   Bachelor's Course   Graduated/Completed

    2002.04 - 2007.03

Papers

  • Robust ANFIS Classifier Based on Noise Fuzzy Clustering with Softmax Normalization Reviewed

    K. Kitamori, K. Honda, S. Ubukata, A. Notsu

    Proc. of 24th International Symposium on Advanced Intelligent Systems   395 - 400   2023.12

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    Publishing type:Research paper (international conference proceedings)   Kind of work:Joint Work   International / domestic magazine:International journal  

  • Collaborative Filtering Based on Rough Set C-Means Clustering with Noise Rejection Mechanism Reviewed

    S. Ubukata, R. Hayashi, K. Honda

    Proc. of 24th International Symposium on Advanced Intelligent Systems   117 - 122   2023.12

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    Authorship:Lead author, Corresponding author   Publishing type:Research paper (international conference proceedings)   Kind of work:Joint Work   International / domestic magazine:International journal  

  • A Comparative Study on Effects of Some Exclusive Conditions in Fuzzy Co-Clustering for Collaborative Filtering Reviewed

    K. Honda, S. Ubukata, A. Notsu

    Journal of Ambient Intelligence and Humanized Computing   14   14589 - 14594   2023.11

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    Publishing type:Research paper (scientific journal)   Kind of work:Joint Work   International / domestic magazine:International journal  

    DOI: 10.1007/s12652-018-0789-0

  • Collaborative Filtering Based on Probabilistic Rough Set C-Means Clustering Reviewed

    S. Ubukata, K. Ehara

    Proc. of 10th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making   230 - 242   2023.11

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    Authorship:Lead author, Corresponding author   Publishing type:Research paper (international conference proceedings)   Kind of work:Joint Work   International / domestic magazine:International journal  

  • Collaborative Filtering Based on Rough C-Means Clustering with Missing Value Processing Reviewed

    S. Ubukata, K. Futakuchi

    Proc. of 10th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making   218 - 229   2023.11

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    Authorship:Lead author, Corresponding author   Publishing type:Research paper (international conference proceedings)   Kind of work:Joint Work   International / domestic magazine:International journal  

  • Collaborative Filtering by Fuzzy Co-clustering with $\alpha$-cut Implementation Reviewed

    K. Honda, S. Ubukata, A. Notsu

    Proc. of 23rd Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty   19 - 20   2023.09

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    Publishing type:Research paper (international conference proceedings)   Kind of work:Joint Work   International / domestic magazine:International journal  

  • Handling of Component-Wise Noise in ANFIS Induced by Ellipsoidal Fuzzy Clustering Reviewed

    K. Honda, R. Kurahashi, S. Ubukata, A. Notsu

    Proc. of 2023 IEEE International Conference on Fuzzy Systems   1 - 6   2023.08

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    Publishing type:Research paper (international conference proceedings)   Kind of work:Joint Work   International / domestic magazine:International journal  

  • FCM-Induced Switching Fuzzy Factorization Machine for Collaborative Filtering Reviewed

    R. Daido, K. Honda, S. Ubukata, A. Notsu

    Proc. of 2023 IEEE International Conference on Fuzzy Systems   1 - 6   2023.08

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    Publishing type:Research paper (international conference proceedings)   Kind of work:Joint Work   International / domestic magazine:International journal  

  • Adaptive Online Rough C-Means Clustering and Its Application to Collaborative Filtering Reviewed

    Seiki Ubukata, Tomohiro Kawakami, Katsuhiro Honda

    Proc. of 2022 IEEE Symposium Series on Computational Intelligence (SSCI)   368 - 373   2022.12( ISBN:9781665487689

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    Authorship:Lead author, Corresponding author   Publishing type:Research paper (international conference proceedings)   Kind of work:Joint Work   International / domestic magazine:International journal  

    DOI: 10.1109/SSCI51031.2022.10022091

  • Basic Consideration of Collaborative Filtering Based on Rough Co-clustering Induced by Multinomial Mixture Models Reviewed

    Seiki Ubukata, Kenryu Mouri, Katsuhiro Honda

    Proc. of 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS)   F-2-C-1   1 - 6   2022.11( ISBN:9781665499248

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    Authorship:Lead author, Corresponding author   Publishing type:Research paper (international conference proceedings)   Kind of work:Joint Work   International / domestic magazine:International journal  

    DOI: 10.1109/SCISISIS55246.2022.10001887

  • Handling of Missing Values in FCM Clustering-based ANFIS with Partial Distance Strategy Reviewed

    Katsuhiro Honda, Satoshi Hyakutake, Seiki Ubukata, Akira Notsu

    Proc. of 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS)   T-1-A-2   1 - 6   2022.11( ISBN:9781665499248

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    Publishing type:Research paper (international conference proceedings)   Kind of work:Joint Work   International / domestic magazine:International journal  

    DOI: 10.1109/SCISISIS55246.2022.10001984

  • Fuzzy c-Lines for Vertically Distributed Database with Missing Values Reviewed

    Kohei Kunisawa, Katsuhiro Honda, Seiki Ubukata, Akira Notsu

    Proc. of 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS)   T-1-A-3   1 - 6   2022.11( ISBN:9781665499248

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    Publishing type:Research paper (international conference proceedings)   Kind of work:Joint Work   International / domestic magazine:International journal  

    DOI: 10.1109/SCISISIS55246.2022.10002099

  • A Noise Clustering-induced Robust Adaptive Network-based Fuzzy Inference System for Classification Reviewed

    Katsuhiro Honda, Koki Kitamori, Seiki Ubukata, Akira Notsu

    Proc. of 2022 International Joint Conference on Neural Networks (IJCNN)   #958   1 - 7   2022.07( ISBN:9781728186719

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    Publishing type:Research paper (international conference proceedings)   Kind of work:Joint Work   International / domestic magazine:International journal  

    DOI: 10.1109/IJCNN55064.2022.9892766

  • A Comparative Study on Utilization of Semantic Information in Fuzzy Co-clustering Reviewed

    Yusuke Takahata, Katsuhiro Honda, Seiki Ubukata

    Proc. of 9th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM2022)   216 - 225   2022.03( ISSN:0302-9743 ( ISBN:9783030980177

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    Authorship:Last author   Publishing type:Research paper (international conference proceedings)   Kind of work:Joint Work   International / domestic magazine:International journal  

    DOI: 10.1007/978-3-030-98018-4_18

  • Noise Fuzzy Clustering-Based Robust Non-negative Matrix Factorization with I-divergence Criterion Reviewed

    Akira Okabe, Katsuhiro Honda, Seiki Ubukata

    Proc. of 9th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM2022)   256 - 266   2022.03( ISSN:0302-9743 ( ISBN:9783030980177

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    Authorship:Last author   Publishing type:Research paper (international conference proceedings)   Kind of work:Joint Work   International / domestic magazine:International journal  

    DOI: 10.1007/978-3-030-98018-4_21

  • A Study on Pre-Learning of State Similarity for Deep Reinforcement Learning Reviewed

    Kyohei Yasunaga, Akira Notsu, Seiki Ubukata, Katsuhiro Honda

    22nd International Symposium on Advanced Intelligent Systems   7 - 16   2021.12

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    Kind of work:Joint Work  

  • Robust fuzzy factorization machine with noise clustering-based membership function estimation Reviewed

    Katsuhiro Honda, Keita Hoshii, Seiki Ubukata, Akira Notsu

    Soft Computing Letters 雑誌   3 ( 100024 )   1 - 8   2021.12

  • Basic Consideration of Collaborative Filtering Based on Rough Set C-Means Clustering Reviewed

    Seiki Ubukata, Yuta Murakami, Akira Notsu, Katsuhiro Honda

    22nd International Symposium on Advanced Intelligent Systems   1 - 6   2021.12

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    Kind of work:Joint Work  

  • Two Types of Collaborative Filtering Based on Rough Membership C-Means Clustering Reviewed

    Haerang Kim, Seiki Ubukata, Akira Notsu, Katsuhiro Honda

    22nd International Symposium on Advanced Intelligent Systems   1 - 6   2021.12

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    Kind of work:Joint Work  

  • Noise Clustering-based Membership Function Estimation for Robust Fuzzy Factorization Machine Reviewed

    Keita Hoshii, Katsuhiro Honda, Seiki Ubukata, Akira Notsu

    22nd International Symposium on Advanced Intelligent Systems   32 - 37   2021.12

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    Kind of work:Joint Work  

  • Fuzzy Clustering-based Switching Non-negative Matrix Factorization and Its Application to Environmental Data Analysis Reviewed

    K. Honda, T. Furukawa, S. Ubukata, A. Notsu

    19th World Congress of the International Fuzzy Systems Association (IFSA), the 12th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT), and the 11th International Summer School on Aggregation Operators (AGOP)   103 - 108   2021.09

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    Kind of work:Joint Work  

  • Fuzzy-Possibilistic Clustering for Categorical Multivariate Data Reviewed

    Katsuhiro Honda, Kosuke Hayashi, Seiki Ubukata, Akira Notsu

    SICE Annual Conference 2021   9 - 14   2021.09

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    Kind of work:Joint Work  

  • Collaborative Filtering Based on Rough C-Means Clustering Using Dimensionality Reduction by Random Projection Reviewed

    Seiki Ubukata, Hiroki Hatanaka, Akira Notsu, Katsuhiro Honda

    SICE Annual Conference 2021   21 - 26   2021.09

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    Kind of work:Joint Work  

  • Fuzzy c-Varieties Clustering for Vertically Distributed Datasets Reviewed

    Katsuhiro Honda, Kohei Kunisawa, Seiki Ubukata, Akira Notsu

    25th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems   1 - 10   2021.09

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    Kind of work:Joint Work  

  • A Hybrid Robust ANFIS Based on Noise Fuzzy Clustering Reviewed

    K. Honda, S. Hyakutake, S. Ubukata, A. Notsu

    10th International Conference on Informatics, Electronics & Vision and 5th International Conference on Imaging, Vision & Pattern Recognition   1 - 7   2021.08

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    Kind of work:Joint Work  

  • Three-mode Fuzzy Co-clustering Based on Probabilistic Concept and Comparison with FCM-type algorithms Reviewed

    Katsuhiro Honda, Issei Hayashi, Seiki Ubukata, Akira Notsu

    Journal of Advanced Computational Intelligence and Intelligent Informatics 雑誌 Fuji Technology Press Ltd.   25 ( 4 )   478 - 488   2021.07

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    Kind of work:Joint Work  

  • ノイズファジィクラスタリング機構に基づくロバスト非負値行列分解と環境観測値分析への応用 Reviewed

    本多 克宏,上野 雅哲,生方 誠希,野津 亮

    知能と情報(日本知能情報ファジィ学会誌) 雑誌   33 ( 2 )   593 - 599   2021.05

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    Kind of work:Joint Work  

  • プライバシー保護を考慮した分散データベースの線形ファジィクラスタリング Reviewed

    本多 克宏,國澤 昂平,生方 誠希,野津 亮

    知能と情報(日本知能情報ファジィ学会誌) 雑誌   33 ( 2 )   600 - 607   2021.05

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    Kind of work:Joint Work  

  • Fuzzy Bag-of-Words Based Evaluation Data Imputation for Collaborative Filtering

    K. Honda, T. Youkawa, S. Ubukata, A. Notsu

    Proc. of 5th International Conference on Ambient Intelligence and Ergonomics in Asia 雑誌   2021.03

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    Kind of work:Joint Work  

  • Objective function-based rough membership C-means clustering Reviewed

    S. Ubukata, A. Notsu, K. Honda

    Information Sciences 雑誌 Elsevier Inc.   548 ( 16 )   2021.02

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    Kind of work:Joint Work  

  • Basic Consideration of Rough C-Medoids Clustering with Minkowski Distance Reviewed

    S. Ubukata, A. Sugimoto, A. Notsu, K. Honda

    Proc. of Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems 雑誌   2020.12

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    Kind of work:Joint Work  

  • Basic Consideration of Collaborative Filtering Based on Rough C-Means Clustering Reviewed

    S. Ubukata, S. Takahashi, A. Notsu, K. Honda

    Proc. of Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems 雑誌   2020.12

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    Kind of work:Joint Work  

  • Randomness Selection in Differential Evolution Using Thompson Sampling Reviewed

    A. Notsu, J. Tsubamoto, Y. Miyahira, S. Ubukata, K. Honda

    Proc. of Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems 雑誌   2020.12

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    Kind of work:Joint Work  

  • Basic Consideration of Co-Clustering Based on Rough Set Theory Reviewed

    Proc. of 8th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making   2020.11

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    Kind of work:Joint Work  

  • Noise Rejection Approaches for Various Rough Set-Based C-Means Clustering Reviewed

    S. Ubukata, S. Sekiya, A. Notsu, K. Honda

    Journal of Advanced Computational Intelligence and Intelligent Informatics 雑誌 Fuji Technology Press Ltd.   24 ( 6 )   2020.11

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    Kind of work:Joint Work  

  • A Comparative Study on Three-mode Fuzzy Co-clustering Based on Co-occurrence Aggregation Criteria Reviewed

    Proc. of International Symposium on Community-centric Systems 2020   #88   2020.09

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    Kind of work:Joint Work  

  • Online state space generation by a growing self-organizing map and differential learning for reinforcement learning Reviewed

    A. Notsu, K. Yasuda, S. Ubukata, K. Honda

    Applied Soft Computing 雑誌 Elsevier B.V.   97 ( 106723 )   2020.09

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    Kind of work:Joint Work  

  • ラフクラスタリング

    生方 誠希

    知能と情報(日本知能情報ファジィ学会誌) 雑誌   32 ( 4 )   2020.08

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    Kind of work:Single Work  

  • ラフ集合に基づくC-Means型クラスタリングの展開

    生方 誠希

    知能と情報(日本知能情報ファジィ学会誌) 雑誌   32 ( 4 )   2020.08

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    Kind of work:Single Work  

  • Proposal of Adaptive Randomness in Differential Evolution Reviewed

    J. Tsubamoto, A. Notsu, S. Ubukata, K. Honda

    Proc. of 2020 IEEE Congress on Evolutionary Computation   #24378   2020.07

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    Kind of work:Joint Work  

  • A Noise Rejection Mechanism for pLSA-induced Fuzzy Co-clustering Reviewed

    Proc. of 2020 IEEE International Conference on Fuzzy Systems   #F-22128   2020.07

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    Kind of work:Joint Work  

  • Auto-Selection of Cluster Number in MMMs-Induced Fuzzy Co-Clustering Reviewed

    Seiki UBUKATA, Kazuki YANAGISAWA, Akira NOTSU, Katsuhiro HONDA

    Journal of Japan Society for Fuzzy Theory and Intelligent Informatics   32 ( 2 )   2020.04

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    Kind of work:Joint Work  

  • A Heuristic-Based Model for MMMs-Induced Fuzzy Co-Clustering with Dual Exclusive Partition Reviewed

    Katsuhiro Honda, Yoshiki Hakui, Seiki Ubukata, Akira Notsu

    Journal of Advanced Computational Intelligence and Intelligent Informatics   24 ( 1 )   40 - 47   2020.01( ISSN:1343-0130

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    Publishing type:Research paper (scientific journal)  

    MMMs-induced fuzzy co-clustering achieves dual partition of objects and items by estimating two different types of fuzzy memberships. Because memberships of objects and items are usually estimated under different constraints, the conventional models mainly targeted object clusters only, but item memberships were designed for representing intra-cluster typicalities of items, which are independently estimated in each cluster. In order to improve the interpretability of co-clusters, meaningful items should not belong to multiple clusters such that each co-cluster is characterized by different representative items. In previous studies, the item sharing penalty approach has been applied to the MMMs-induced model but the dual exclusive constraints approach has not yet. In this paper, a heuristic-based approach in FCM-type co-clustering is modified for adopting in MMMs-induced fuzzy co-clustering and its characteristics are demonstrated through several comparative experiments.

    DOI: 10.20965/jaciii.2020.p0040

  • A Heuristic-based Model for MMMs-induced Fuzzy Co-clustering with Dual Exclusive Partition Reviewed

    Katsuhiro Honda, Yoshiki Hakui, Seiki Ubukata, Akira Notsu

    Journal of Advanced Computational Intelligence and Intelligent Informatics   24 ( 1 )   2020.01

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    Kind of work:Joint Work  

  • Simple Pre-learning of State Similarity for Deep Reinforcement Learning Reviewed

    Akira Notsu, Koji Yasuda, Kyohei Yasunaga, Seiki Ubukata, Katsuhiro Honda

    Proc. of 20th International Symposium on Advanced Intelligent Systems and 2019 International Conference on Biometrics and Kansei Engineering   2019.12

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    Kind of work:Joint Work  

  • Three-mode Fuzzy Co-clustering with Bezdek-type Fuzzification Reviewed

    Proc. of 20th International Symposium on Advanced Intelligent Systems and 2019 International Conference on Biometrics and Kansei Engineering   2019.12

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    Kind of work:Joint Work  

  • Changes during the Search from Differential Evolution with Intervals to Other Methods Reviewed

    Junya Tsubamoto, Akira Notsu, Seiki Ubukata, Katsuhiro Honda

    Proc. of 20th International Symposium on Advanced Intelligent Systems and 2019 International Conference on Biometrics and Kansei Engineering   2019.12

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    Kind of work:Joint Work  

  • Robust Non-negative Matrix Factorization Based on Noise Fuzzy Clustering Mechanism Reviewed

    Masaaki Ueno, Katsuhiro Honda, Seiki Ubukata, Akira Notsu

    Proc. of 2019 2nd Artificial Intelligence and Cloud Computing Conference   2019.12

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    Kind of work:Joint Work  

  • A unified approach for cluster-wise and general noise rejection approaches for k-means clustering Reviewed

    PeerJ Computer Science   5:e238   2019.11

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    Kind of work:Single Work  

  • A Comparative Study on Questionnaire Design for Categorization Based on Fuzzy Co-clustering Concept and Multi-view Possibilistic Partition Reviewed

    R. Yang, K. Honda, S. Ubukata, A. Notsu

    Proc. of 2019 International Conference on Fuzzy Theory and Its Applications   #OFB1-1   2019.11

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    Kind of work:Joint Work  

  • Fuzzy c-Regression Models with Cluster Characteristics Clarification Reviewed

    S. Nasada, K. Honda, S. Ubukata, A. Notsu

    Proc. of 2019 International Conference on Fuzzy Theory and Its Applications   #OFB1-2   2019.11

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    Kind of work:Joint Work  

  • Effects of Semi-supervised Learning on Rough Membership C-Means Clustering Reviewed

    Proc. of 2019 International Conference on Fuzzy Theory and Its Applications   2019.11

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    Kind of work:Joint Work  

  • Comparison of Gradient Descent Methods in Online Fuzzy Co-clustering Reviewed

    Proc. of 2019 International Conference on Fuzzy Theory and Its Applications   2019.11

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    Kind of work:Joint Work  

  • Noise Rejection Scheme for Rough Set-Based C-Means Clustering Reviewed

    S. Ubukata, S. Sekiya, A. Notsu, K. Honda

    Proc. of 16th International Conference on Modeling Decisions for Artificial Intelligence   2019.09

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    Kind of work:Joint Work  

  • A Study on Introducing Co-clustering Concept into Fuzzy Bag-of-Words Model Reviewed

    K. Honda, T. Youkawa, S. Ubukata, A. Notsu

    Proc. of 16th International Conference on Modeling Decisions for Artificial Intelligence   2019.09

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    Kind of work:Joint Work  

  • Designation of Candidate Solutions in Differential Evolution Based on Bandit Algorithm and its Evaluation Reviewed

    Masaya Sakakibara, Akira Notsu, Seiki Ubukata, Katsuhiro Honda

    Journal of Advanced Computational Intelligence and Intelligent Informatics   23 ( 4 )   2019.07

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    Kind of work:Joint Work  

  • Fuzzy Co-clustering for Categorization of Subjects in Questionnaire Considering Responsibility of Each Question Reviewed

    K. Honda, R. Yang, S. Ubukata, A. Notsu

    Proc. of 7th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making   2019.03

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    Kind of work:Joint Work  

  • Rough Set-Based Clustering Utilizing Probabilistic Memberships Reviewed

    Seiki Ubukata, Hiroki Kato, Akira Notsu, and Katsuhiro Honda

    Journal of Advanced Computational Intelligence and Intelligent Informatics 雑誌 Fuji Technology Press Ltd.   22 ( 6 )   2018.10

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    Kind of work:Joint Work  

  • MMMs-Induced Possibilistic Fuzzy Co-Clustering and its Characteristics Reviewed

    Journal of Advanced Computational Intelligence and Intelligent Informatics   22 ( 5 )   2018.09

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    Kind of work:Joint Work  

  • Characteristics of Rough Set C-Means Clustering Reviewed

    Seiki Ubukata, Keisuke Umado, Akira Notsu, Katsuhiro Honda

    Journal of Advanced Computational Intelligence and Intelligent Informatics 雑誌 Fuji Technology Press Ltd.   22 ( 4 )   2018.07

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    Kind of work:Joint Work  

  • General Formulation of Rough C-Means Clustering Reviewed

    Seiki Ubukata, Akira Notsu, and Katsuhiro Honda

    International Journal of Computer Science and Network Security 雑誌 IJCSNS   17 ( 9 )   2017.09

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    Kind of work:Joint Work  

  • Variable Neighborhood Model for Agent Control Introducing Accessibility Relations between Agents with Linear Temporal Logic Reviewed

    Seiki Ubukata and Tetsuya Murai and Yasuo Kudo and Seiki Akama

    Journal of Advanced Computational Intelligence and Intelligent Informatics (JACIII) 雑誌   18 ( 6 )   937 - 945   2014.11

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    Kind of work:Joint Work  

  • A Formulation of Artificial Kansei Systems Based on Multi-agent Spaces Generated by Variable Neighborhood Models Reviewed

    Seiki Ubukata and Yasuo Kudo and Tetsuya Murai

    International Journal of Affective Engineering (IJAE) 雑誌   13 ( 1 (Special Issue) )   81 - 87   2014.01

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    Kind of work:Joint Work  

  • Autonomous agent control based on variable neighbourhoods Reviewed

    Seiki Ubukata, Yasuo Kudo, and Tetsuya Murai

    International Journal of Reasoning-based Intelligent Systems 雑誌 Inderscience Publishers   3 ( 1 )   2011.12

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    Kind of work:Joint Work  

    Repository URL: http://hdl.handle.net/10466/00017158

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Presentations

  • ファジィクラスタリングによるANFISの連合学習に関する一考察 Domestic conference

    湊 大輝,本多 克宏,生方 誠希,野津 亮

    2023年度計測自動制御学会関西支部・システム制御情報学会シンポジウム  2024.01 

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    Presentation type:Oral presentation (general)  

    Venue:大阪  

  • Genre-weighted Fuzzy Co-clustering and Its Application to Personalized Recommendation International coauthorship Domestic conference

    Q. Cochet, K. Honda, S. Ubukata, A. Notsu

    2023年度計測自動制御学会関西支部・システム制御情報学会シンポジウム  2024.01 

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    Presentation type:Oral presentation (general)  

    Venue:大阪  

  • ファジィクラスタリングとの融合によるマルチエージェント強化学習 Domestic conference

    八乙女 大夢,本多 克宏,生方 誠希,野津 亮

    2023年度計測自動制御学会関西支部・システム制御情報学会シンポジウム  2024.01 

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    Presentation type:Oral presentation (general)  

    Venue:大阪  

  • ノイズファジィクラスタリングに基づくANFIS識別器のロバスト化に関する一考察 Domestic conference

    北森 頌規,本多 克宏,生方 誠希,野津 亮

    第66回自動制御連合講演会  2023.10 

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    Presentation type:Oral presentation (general)  

    Venue:仙台  

  • Adaptive Mini-Batch Rough C-Meansクラスタリングとその協調フィルタリングへの応用に関する一検討 Domestic conference

    川上 知宏,生方 誠希,本多 克宏

    第66回自動制御連合講演会  2023.10 

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    Presentation type:Oral presentation (general)  

    Venue:仙台  

  • Rough C-Meansクラスタリングに基づくアンサンブル協調フィルタリングに関する一検討 Domestic conference

    三栖 翔,生方 誠希,本多 克宏

    第39回ファジィシステムシンポジウム  2023.09  日本知能情報ファジィ学会

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    Presentation type:Oral presentation (general)  

    Venue:軽井沢  

  • Fuzzy c-Lines法のための水平分散型の連合学習モデル Domestic conference

    本多 克宏,雨嶋 亮介,生方 誠希,野津 亮

    第39回ファジィシステムシンポジウム  2023.09  日本知能情報ファジィ学会

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    Presentation type:Oral presentation (general)  

    Venue:軽井沢  

  • 粒状性を考慮したラフ集合ベースの混合多項分布型共クラスタリングに基づく協調フィルタリング Domestic conference

    毛利 憲竜,生方 誠希,本多 克宏

    第39回ファジィシステムシンポジウム  2023.09  日本知能情報ファジィ学会

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    Presentation type:Oral presentation (general)  

    Venue:軽井沢  

  • 部分的距離戦略を用いた不完全データのためのスイッチング非負値行列分解 Domestic conference

    岡部 旭良,本多 克宏,生方 誠希,野津 亮

    第39回ファジィシステムシンポジウム  2023.09  日本知能情報ファジィ学会

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    Presentation type:Oral presentation (general)  

    Venue:軽井沢  

  • k-Means型スイッチングFactorization Machineによる協調フィルタリング Domestic conference

    大同 陸渡,本多 克宏,生方 誠希,野津 亮

    第67回システム制御情報学会研究発表講演会  2023.05 

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    Presentation type:Oral presentation (general)  

    Venue:京都  

  • 楕円体状クラスタリングを用いたANFISネットワークの前件部構築の改良 Domestic conference

    倉橋 隆太,本多 克宏,生方 誠希,野津 亮

    第67回システム制御情報学会研究発表講演会  2023.05 

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    Presentation type:Oral presentation (general)  

    Venue:京都  

  • Rough C-Means クラスタリングに基づく協調フィルタリングにおける種々の次元削減手法の活用 Domestic conference

    畑中 浩貴, 生方 誠希, 野津 亮, 本多 克宏

    計測自動制御学会 システム情報部門 学術講演会2022 (SSI2022)  2022.11 

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    Presentation type:Poster presentation  

  • JADEにおける解の更新割合に基づいた集団外探索の追加 Domestic conference

    宮平 裕一, 生方 誠希, 本多 克宏, 野津 亮

    計測自動制御学会 システム情報部門 学術講演会2022 (SSI2022)  2022.11 

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    Presentation type:Poster presentation  

  • k-Means型スイッチングFactorization Machineの一検討 Domestic conference

    本多 克宏, 大同 陸渡, 生方 誠希, 野津 亮

    第65回自動制御連合講演会  2022.11 

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    Presentation type:Oral presentation (general)  

  • Probabilistic Rough Set C-Meansクラスタリングに基づく協調フィルタリングに関する基礎的検討 Domestic conference

    生方 誠希, 得原 一馬, 本多 克宏

    第65回自動制御連合講演会  2022.11 

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    Presentation type:Oral presentation (general)  

  • Robusti cation of Fuzzy Co-clustering Based on Cluster Core Extraction Domestic conference

    K. Hayashi, K. Honda, S. Ubukata, A. Notsu

    30th Symposium on Fuzzy, Artificial Intelligence, Neural Networks and Computational Intelligence  2022.09 

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    Presentation type:Oral presentation (general)  

    Venue:Kobe  

  • Collaborative Filtering Based on Objective Function-Based Rough Membership C-Means Clustering International coauthorship Domestic conference

    H. Kim, S. Ubukata, K. Honda

    30th Symposium on Fuzzy, Artificial Intelligence, Neural Networks and Computational Intelligence  2022.09 

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    Presentation type:Oral presentation (general)  

    Venue:Kobe  

  • Handling of Missing Values in ANFIS Based on FCM Clustering with Partial Distance Strategy Domestic conference

    S. Hyakutake, K. Honda, S. Ubukata, A. Notsu

    30th Symposium on Fuzzy, Artificial Intelligence, Neural Networks and Computational Intelligence  2022.09 

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    Presentation type:Oral presentation (general)  

    Venue:Kobe  

  • Robust Switching Non-negative Matrix Factorization Based on Noise Fuzzy Clustering Domestic conference

    Tomoaki Furukawa, Katsuhiro Honda, Seiki Ubukata, Akira Notsu

    38th Fuzzy System Symposium  2022.09 

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    Presentation type:Oral presentation (general)  

  • Utilization of Various Dimensionality Reduction Methods in Collaborative Filtering Based on Rough C-Means Clustering Domestic conference

    Hiroki Hatanaka, Seiki Ubukata, Katsuhiro Honda

    38th Fuzzy System Symposium  2022.09 

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    Presentation type:Oral presentation (general)  

  • Effects of Various Granulation Methods in Collaborative Filtering Based on Rough Set C-Means Clustering Domestic conference

    Yuta Murakami, Seiki Ubukata, Katsuhiro Honda

    38th Fuzzy System Symposium  2022.09 

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    Presentation type:Oral presentation (general)  

  • Handling of Missing Values in Fuzzy c-Lines for Vertically Distributed Database Domestic conference

    Kohei Kunisawa, Katsuhiro Honda, Seiki Ubukata, Akira Notsu

    38th Fuzzy System Symposium  2022.09 

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    Presentation type:Oral presentation (general)  

  • ノイズファジィクラスタリングとの融合によるロバストな非負値行列因子分解の一手法 Domestic conference

    岡部 旭良, 本多 克宏, 生方 誠希, 野津 亮

    第66回システム制御情報学会研究発表講演会  2022.05 

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    Presentation type:Oral presentation (general)  

  • ファジィ共クラスタリングにおける意味論的情報の活用のためのアプローチ Domestic conference

    髙畑 有佑,生方 誠希,野津 亮,本多 克宏

    2021年度 計測自動制御学会関西支部・システム制御情報学会シンポジウム  2022.01 

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    Presentation type:Poster presentation  

  • ファジィ推論ニューラルネットワークのロバスト化に関する一考察 Domestic conference

    北森 頌規,生方 誠希,野津 亮,本多 克宏

    2021年度 計測自動制御学会関西支部・システム制御情報学会シンポジウム  2022.01 

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    Presentation type:Poster presentation  

  • Basic Consideration of Collaborative Filtering Based on Rough Set C-Means Clustering International conference

    S. Ubukata, Y. Murakami, A. Notsu, K. Honda

    22nd International Symposium on Advanced Intelligent Systems  2021.12 

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    Presentation type:Poster presentation  

  • Two Types of Collaborative Filtering Based on Rough Membership C-Means Clustering International conference

    H. Kim, S. Ubukata, A. Notsu, K. Honda

    22nd International Symposium on Advanced Intelligent Systems  2021.12 

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    Presentation type:Poster presentation  

  • Noise Clustering-based Membership Function Estimation for Robust Fuzzy Factorization Machine International conference

    K. Hoshii, K. Honda, S. Ubukata, A. Notsu

    22nd International Symposium on Advanced Intelligent Systems  2021.12 

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    Presentation type:Poster presentation  

  • A Study on Pre-Learning of State Similarity for Deep Reinforcement Learning International conference

    K. Yasunaga, A. Notsu, S. Ubukata, K. Honda

    22nd International Symposium on Advanced Intelligent Systems  2021.12 

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    Presentation type:Poster presentation  

  • 垂直分割型の分散データベースからの平面状ファジィクラスターの抽出 Domestic conference

    國澤 昂平, 本多 克宏, 生方 誠希, 野津 亮

    第37回ファジィシステムシンポジウム  2021.09 

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    Presentation type:Poster presentation  

  • ノイズファジィクラスタリングの概念を導入したANFISのロバスト化 Domestic conference

    百武 慧, 本多 克宏, 生方 誠希, 野津 亮

    第37回ファジィシステムシンポジウム  2021.09 

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    Presentation type:Poster presentation  

  • ファジィクラスタリングに基づくスイッチング非負値行列分解ファジィクラスタリングに基づくスイッチング非負値行列分解 Domestic conference

    古川 友晃, 本多 克宏, 生方 誠希, 野津 亮

    第37回ファジィシステムシンポジウム  2021.09 

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    Presentation type:Poster presentation  

  • Online Rough C-Meansクラスタリングとその協調フィルタリングへの応用に関する一検討 Domestic conference

    髙橋 秀, 生方 誠希, 野津 亮, 本多 克宏

    第37回ファジィシステムシンポジウム  2021.09 

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    Presentation type:Poster presentation  

  • 状態経験数の近似を併用した深層強化学習 Domestic conference

    安永 恭平, 野津 亮, 生方 誠希, 本多 克宏

    第37回ファジィシステムシンポジウム  2021.09 

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    Presentation type:Poster presentation  

  • Rough Set C-Medoidsクラスタリングに関する一検討 Domestic conference

    杉本 篤史, 生方 誠希, 野津 亮, 本多 克宏

    インテリジェント・システム・シンポジウム2021  2021.09 

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    Presentation type:Poster presentation  

  • ラフ集合理論に基づく粒状性を考慮した共クラスタリングに関する一検討 Domestic conference

    野岳 就拓, 生方 誠希, 野津 亮, 本多 克宏

    インテリジェント・システム・シンポジウム2021  2021.09 

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    Presentation type:Poster presentation  

  • Fuzzy Factorization Machineにおけるファジィメンバシップの自動更新に関する一考察 Domestic conference

    干飯 啓太, 本多 克宏, 生方 誠希, 野津 亮

    インテリジェント・システム・シンポジウム2021  2021.09 

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    Presentation type:Poster presentation  

  • JADEに対する集団外探索の追加 Domestic conference

    宮平 裕一, 野津 亮, 生方 誠希, 本多 克宏

    インテリジェント・システム・シンポジウム2021  2021.09 

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    Presentation type:Poster presentation  

  • Collaborative Filtering Based on Rough C-Means Clustering Using Dimensionality Reduction by Random Projection International conference

    S. Ubukata, H. Hatanaka, A. Notsu, K. Honda

    The SICE Annual Conference 2021  2021.09 

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    Presentation type:Poster presentation  

  • Fuzzy-Possibilistic Clustering for Categorical Multivariate Data International conference

    K. Honda, K. Hayashi, S. Ubukata, A. Notsu

    The SICE Annual Conference 2021  2021.09 

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    Presentation type:Poster presentation  

  • Fuzzy c-Varieties Clustering for Vertically Distributed Datasets International conference

    K. Honda, K. Kunisawa, S. Ubukata, A. Notsu

    25th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems  2021.09 

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    Presentation type:Poster presentation  

  • Fuzzy Clustering-based Switching Non-negative Matrix Factorization and Its Application to Environmental Data Analysis International conference

    K. Honda, T. Furukawa, S. Ubukata, A. Notsu

    19th World Congress of the International Fuzzy Systems Association (IFSA), the 12th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT), and the 11th International Summer School on Aggregation Operators (AGOP)  2021.09 

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    Presentation type:Poster presentation  

  • A Hybrid Robust ANFIS Based on Noise Fuzzy Clustering International conference

    K. Honda, S. Hyakutake, S. Ubukata, A. Notsu

    10th International Conference on Informatics, Electronics & Vision and 5th International Conference on Imaging, Vision & Pattern Recognition  2021.08 

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    Presentation type:Poster presentation  

  • Fuzzy Bag-of-Words Based Evaluation Data Imputation for Collaborative Filtering Invited International conference

    K. Honda, T. Youkawa, S. Ubukata, A. Notsu

    The 5th International Conference on Ambient Intelligence and Ergonomics in Asia  2021.03 

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    Presentation type:Poster presentation  

  • Rough Membership C-Means法に基づく協調フィルタリングに関する一考察 Domestic conference

    キム ヘラン,生方 誠希,野津 亮,本多 克宏

    2020年度 計測自動制御学会関西支部・システム制御情報学会シンポジウム  2021.01 

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    Presentation type:Poster presentation  

  • Randomness Selection in Differential Evolution Using Thompson Sampling International conference

    A. Notsu, J. Tsubamoto, Y. Miyahira, S. Ubukata, K. Honda

    Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems  2020.12 

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    Presentation type:Poster presentation  

  • Basic Consideration of Rough C-Medoids Clustering with Minkowski Distance International conference

    S. Ubukata, A. Sugimoto, A. Notsu, K. Honda

    Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems  2020.12 

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    Presentation type:Poster presentation  

  • Basic Consideration of Collaborative Filtering Based on Rough C-Means Clustering International conference

    S. Ubukata, S. Takahashi, A. Notsu, K. Honda

    Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems  2020.12 

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    Presentation type:Poster presentation  

  • ノイズクラスタリングの概念に基づくファジィ推論のロバスト化 Domestic conference

    本多 克宏,百武 慧,生方 誠希,野津 亮

    第63回自動制御連合講演会  2020.11 

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    Presentation type:Poster presentation  

  • ファジィ共クラスタリングにおけるファジィ・可能性分割の導入 Domestic conference

    本多 克宏,林 昂佑,生方 誠希,野津 亮

    第63回自動制御連合講演会  2020.11 

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    Presentation type:Poster presentation  

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Outline of collaborative research (seeds)

  • 不確実性を考慮したクラスタリング手法の開発

Grant-in-Aid for Scientific Research

  • 強化学習における政策・時空間・ハイパーパラメータの分節化と最適化,その統合

    Grant-in-Aid for Scientific Research(C)  2023.04

  • 協調的なファジィクラスタリングと説明可能AIに関する研究

    Grant-in-Aid for Scientific Research(C)  2023.04

  • ラフ集合理論に基づく不確実性を考慮したクラスタリング手法の新展開

    Grant-in-Aid for Early-Career Scientists  2023.04

  • 多モードファジィ共クラスタリングと高度推薦システムへの応用に関する研究

    Grant-in-Aid for Scientific Research(C)  2023.04

  • ラフ集合理論に基づく不確実性を考慮したクラスタリング手法の新展開

    Grant-in-Aid for Early-Career Scientists  2022.04

  • 協調的なファジィクラスタリングと説明可能AIに関する研究

    Grant-in-Aid for Scientific Research(C)  2022.04

  • 強化学習における政策・時空間・ハイパーパラメータの分節化と最適化,その統合

    Grant-in-Aid for Scientific Research(C)  2022.04

  • 完全オンライン型強化学習システムにおける時間と空間の分節化

    Grant-in-Aid for Scientific Research(C)  2022.04

  • 多モードファジィ共クラスタリングと高度推薦システムへの応用に関する研究

    Grant-in-Aid for Scientific Research(C)  2022.04

  • 完全オンライン型強化学習システムにおける時間と空間の分節化

    Grant-in-Aid for Scientific Research(C)  2021.04

  • 多モードファジィ共クラスタリングと高度推薦システムへの応用に関する研究

    Grant-in-Aid for Scientific Research(C)  2021.04

  • ラフ集合理論に基づく不確実性を考慮したクラスタリング手法の新展開

    2021

  • 完全オンライン型強化学習システムにおける時間と空間の分節化

    2020

  • 多モードファジィ共クラスタリングと高度推薦システムへの応用に関する研究

    2020

  • ラフ集合理論に基づく不確実性を考慮したクラスタリング手法の新展開

    2020

  • 完全オンライン型強化学習システムにおける時間と空間の分節化

    2019

  • 多モードファジィ共クラスタリングと高度推薦システムへの応用に関する研究

    2019

  • ラフ集合に基づくk-means型クラスタリングに関する研究

    2019

  • ラフ集合に基づくk-means型クラスタリングに関する研究 研究課題

    2018

  • 完全オンライン型強化学習システムにおける時間と空間の分節化

    2018

  • 多モードファジィ共クラスタリングと高度推薦システムへの応用に関する研究

    2018

  • 漸近最適戦略の動的適応学習アルゴリズムへの応用

    2017

  • ラフ集合に基づくk-means型クラスタリングに関する研究

    2017

  • 漸近最適戦略の動的適応学習アルゴリズムへの応用

    2016

  • 大規模共起関係データからのファジィ共クラスター抽出に関する研究

    2016

  • 漸近最適戦略の動的適応学習アルゴリズムへの応用

    2015

  • 大規模共起関係データからのファジィ共クラスター抽出に関する研究

    2015

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Charge of on-campus class subject

  • 情報工学演習1

    2023   Weekly class   Undergraduate

  • 基幹情報学特別研究1

    2023   Intensive lecture   Graduate school

  • プログラミング演習(機械学習演習)

    2023   Weekly class   Graduate school

  • システム工学

    2023   Weekly class   Undergraduate

  • 情報工学実験I

    2023   Weekly class   Undergraduate

  • 情報工学演習III

    2023   Weekly class   Undergraduate

  • 基幹情報学セミナー

    2023   Weekly class   Graduate school

  • 基幹情報学特別研究2

    2023   Intensive lecture   Graduate school

  • 先端ソフトウェア環境構築実践

    2023   Weekly class   Graduate school

  • 情報工学演習2

    2023   Weekly class   Undergraduate

  • 情報工学英語演習

    2023   Intensive lecture   Undergraduate

  • 情報工学卒業研究

    2023   Intensive lecture   Undergraduate

  • 情報工学実験II

    2023   Weekly class   Undergraduate

  • 基幹情報学特別研究1

    2022   Intensive lecture   Graduate school

  • プログラミング演習(機械学習演習)

    2022   Practical Training   Graduate school

  • システム工学

    2022   Weekly class   Undergraduate

  • 情報工学実験I

    2022   Practical Training   Undergraduate

  • 情報工学演習III

    2022   Practical Training   Undergraduate

  • 情報工学演習I

    2022   Practical Training   Undergraduate

  • 基幹情報学セミナー

    2022   Weekly class   Graduate school

  • 先端ソフトウェア環境構築実践

    2022   Practical Training   Graduate school

  • 情報工学演習II

    2022   Practical Training   Undergraduate

  • 情報工学基礎演習2

    2022   Practical Training   Undergraduate

  • 電気・情報系特別研究第二

    2022   Intensive lecture   Graduate school

  • 社会における電気・電子・情報

    2022   Weekly class   Undergraduate

  • 情報工学実験II

    2022   Weekly class   Undergraduate

  • 電気・情報系特別研究第一

    2022   Intensive lecture   Graduate school

  • Special Project in Electrical Engineering and Information Science II

    2021    

  • Special Project in Electrical Engineering and Information Science I

    2021    

  • Advanced Seminar in Electrical Engineering and Information Science II

    2021    

  • Advanced Seminar in Electrical Engineering and Information Science I

    2021    

  • Technical English for Computer Science

    2021    

  • Laboratory in Computer Science II

    2021   Practical Training  

  • Systems Engineering

    2021    

  • Undergraduate Project in Computer Science

    2021    

  • Practicum in Computer Science I

    2021    

  • Practicum in Computer Science III

    2021    

  • Practicum in Computer Science II

    2021    

  • Laboratory in Computer Science I

    2021   Practical Training  

  • Electrical, Electronic, and Information Engineering in Modern Society

    2021    

  • Introduction to Programming

    2021    

▼display all

Charge of off-campus class subject

  • コンピュータ構成論

    Institution:Hannan University

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    Level:Undergraduate (specialized)  Country:Japan

Number of papers published by graduate students

  • 2023

    Number of undergraduate student / college student presentations:Number of graduate students presentations:13

  • 2022

    Number of undergraduate student / college student presentations:Number of graduate students presentations:14

Number of instructed thesis, researches

  • 2023

    Number of instructed the graduation thesis:

    [Number of instructed the Master's Program] (previous term):[Number of instructed the Master's Program] (letter term):0

    [Number of master's thesis reviews] (chief):[Number of master's thesis reviews] (vice-chief):14

    [Number of doctoral thesis reviews] (chief):[Number of doctoral thesis reviews] (vice-chief):0

  • 2022

    Number of instructed the graduation thesis:

    [Number of instructed the Master's Program] (previous term):

    [Number of master's thesis reviews] (vice-chief):3

  • 2021

    Number of instructed the graduation thesis:

  • 2020

    Number of instructed the graduation thesis:

  • 2019

    Number of instructed the graduation thesis:

  • 2018

    Number of instructed the graduation thesis:

  • 2017

    Number of instructed the graduation thesis:

  • 2016

    Number of instructed the graduation thesis:

▼display all

Social Activities

  • クラスター分析と協調フィルタリング

    Role(s): Consultant

    大阪府立高津高等学校  2022年度 研究室訪問対象高校生  2022.11

     More details

    Audience: High school students

    Type:Citizen’s meeting/Assembly

  • クラスター分析と協調フィルタリング

    Role(s): Consultant

    大阪府立高津高等学校  2019年度 研究室訪問  2019.11

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    Audience: High school students

    Type:Citizen’s meeting/Assembly

  • 教員免許状更新講習 社会における情報工学

    2018.04 - 2019.03

Academic Activities

  • Journal of Advanced Computational Intelligence and Intelligent Informatics

    2019.11 - Now

Other

  • 研究職歴

    2020.04 - Now

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    大阪府立大学 大学院工学研究科 電気・情報系専攻 准教授

  • 研究職歴

    2015.04 - 2020.03

      More details

    大阪府立大学 大学院工学研究科 電気・情報系専攻 助教