Research field (3)：
Sensitivity (kansei) informatics
, Soft computing
, Information theory
Research keywords (6)：
Clustering
, Data mining
, Soft computing
, Kansei Engineering
, Multi-Agent System
, Rough Sets
Research theme for competitive and other funds (7)：
2022 - 2026 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
2022 - 2025 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
2020 - 2023 New Development of Clustering Methods Considering Uncertainty Based on Rough Set Theory
2018 - 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
2018 - 2021 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
2017 - 2020 Study on k-means type clustering based on rough set theory
2014 - 2017 Study on Fuzzy Co-clustering from Large Scale Co-occurrence Data
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Papers (115)：
Seiki Ubukata, Tomohiro Kawakami, Katsuhiro Honda. Adaptive Online Rough C-Means Clustering and Its Application to Collaborative Filtering. Proc. of 2022 IEEE Symposium Series on Computational Intelligence (SSCI). 2022. IEEE-SSCI22-261. 368-373
Kohei Kunisawa, Katsuhiro Honda, Seiki Ubukata, Akira Notsu. Fuzzy c-Lines for Vertically Distributed Database with Missing Values. Proc. of 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS). 2022. T-1-A-3. 1-6
Katsuhiro Honda, Satoshi Hyakutake, Seiki Ubukata, Akira Notsu. Handling of Missing Values in FCM Clustering-based ANFIS with Partial Distance Strategy. Proc. of 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS). 2022. T-1-A-2. 1-6
Seiki Ubukata, Kenryu Mouri, Katsuhiro Honda. Basic Consideration of Collaborative Filtering Based on Rough Co-clustering Induced by Multinomial Mixture Models. Proc. of 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS). 2022. F-2-C-1. 1-6
Katsuhiro Honda, Koki Kitamori, Seiki Ubukata, Akira Notsu. A Noise Clustering-induced Robust Adaptive Network-based Fuzzy Inference System for Classification. Proc. of 2022 International Joint Conference on Neural Networks (IJCNN). 2022. #958. 1-7
2007 - 2014 Hokkaido University Graduate School of Information Science and Technology Division of Computer Science
2002 - 2007 Hokkaido University School of Engineering Department of Information Engineering
Professional career (3)：
Ph.D. (Information Science and Technology) (Hokkaido University)
Master of Information Science and Technology (Hokkaido University)
Bachelor of Engineering (Hokkaido University)
Work history (6)：
2022/04 - 現在 Osaka Metropolitan University Graduate School of Informatics Associate Professor
2020/04 - 2022/03 Osaka Prefecture University Graduate School of Engineering Division of Electrical Engineering and Information Science Associate Professor
2015/04 - 2020/03 Osaka Prefecture University Graduate School of Engineering Division of Electrical Engineering and Information Science Assistant Professor
2014/04 - 2015/03 Osaka University Graduate School of Engineering Science Department of Systems Innovation Division of Mathematical Science for Social Systems Assistant Professor
2009/05 - 2014/03 Hokkaido University Graduate School of Information Science and Technology Division of Computer Science Research Assistant
2008/12 - 2009/02 Hokkaido University Graduate School of Information Science and Technology Division of Computer Science Short-term Support Assistant
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Committee career (27)：
2023/06 - 現在 日本知能情報ファジィ学会 理事
2021/04 - 現在 Task Force on Continual Learning and Emergence of Intelligent Systems Secretary
2020/11 - 現在 Computational Science Research Institute Researcher
2019/10 - 現在 Journal of Advanced Computational Intelligence and Intelligent Informatics (JACIII) Editorial Board, Editorial Member
2017/04 - 現在 Japan Society for Fuzzy Theory and Intelligent Informatics Project Committee
2017/04 - 現在 日本知能情報ファジィ学会関西支部 運営委員
2024/06 - 2024/07 IEEE World Congress on Computational Intelligence (IEEE WCCI 2024) On-Line Conference Chair
2022/11 - 2022/12 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS2022) Program Committee
2022/03 - 2022/03 9th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM2022) Program Vice-Chair, Technical Program Committee
2020/12 - 2020/12 Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems (SCIS&ISIS2020) Award Committee, Chair
2020/11 - 2020/11 8th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM 2020) Technical Program Committee
2020/09 - 2020/09 International Symposium on Community-centric Systems 2020 (CcS2020) Program Committee
2019/08 - 2019/08 35th Fuzzy System Symposium 会場担当実行委員
2019/03 - 2019/03 7th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM2019) Publicity Co-Chair & Technical Program Committee
2017/04 - 2019/03 Japan Society for Fuzzy Theory and Intelligent Informatics SOFT-CR Committee
2018/12 - 2018/12 Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2018) in conjunction with Intelligent Systems Workshop 2018 (ISWS2018) Program Committee
2018/12 - 2018/12 25th International Conference on Neural Information Processing (ICONIP 2018) Program Committee
2018/03 - 2018/03 6th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM 2018) Technical Program Committee
2017/06 - 2017/06 Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS 2017) Local Organizing Committee (Vice Special Event Committee Chair) & International Program Committee
2016/04 - 2017/03 Japan Society for Fuzzy Theory and Intelligent Informatics Publicity Committee
2016/11 - 2016/12 5th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM 2016) Technical Program Committee
2016/08 - 2016/08 Joint 8th International Conference on Soft Computing and Intelligent Systems and 17th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2016) Program Committee
2015/10 - 2015/10 4th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM 2015) Technical Program Committee
2022/09 - Fuji Technology Press Ltd. Best Paper Award 2022 Three-Mode Fuzzy Co-Clustering Based on Probabilistic Concept and Comparison with FCM-Type Algorithms
2022/09 - 30th Symposium on Fuzzy, Artificial Intelligence, Neural Networks and Computational Intelligence committee Presentation Award Collaborative Filtering Based on Objective Function-Based Rough Membership C-Means Clustering
2022/09 - 38th Fuzzy System Symposium committee Fuzzy Special Session Presentation Award Utilization of Various Dimensionality Reduction Methods in Collaborative Filtering Based on Rough C-Means Clustering
2021/09 - FANシンポジウム運営委員会 Excellent Paper Award A Study of Automatic Update of Fuzzy Membership in Fuzzy Factorization Machine
2021/09 - SCIS&ISIS2020実行委員会 貢献賞 SCIS&ISIS2020の運営
2021/09 - The Society of Instrument and Control Engineers SICE Annual Conference International Award (Basic Technology) of the SICE2021 Fuzzy-Possibilistic Clustering for Categorical Multivariate Data
2021/08 - 大阪府立大学 2021年度学長顕彰
2020/09 - International Symposium on Community-centric Systems 2020 Excellent Paper Award A Comparative Study on Three-mode Fuzzy Co-clustering Based on Co-occurrence Aggregation Criteria
2019/10 - Fuji Technology Press Ltd. JACIII Young Researcher Award 2019 Characteristics of Rough Set C-Means Clustering
2019/09 - FAN Symposium Presentation Award Auto-selection of Cluster Number in MMMs-induced Fuzzy Co-clustering with Noise Rejection Scheme
2019/02 - 平成30年 電子・情報・システム部門 技術委員会奨励賞
2018/08 - 大阪府立大学 2018年度学長顕彰
2017/10 - The organizing committee of ISIS2017 ISIS2017: Best Paper Award Designation of Candidate Solutions in Differential Evolution Based on Bandit Algorithm
2017/08 - 大阪府立大学 2017年度学長顕彰
2016/10 - FAN Excellent Paper Award Visual Cluster Structure Estimation from Cooccurrence Data
2016/08 - 大阪府立大学 2016年度学長顕彰
2016/08 - SCIS&ISIS2016 Award Committee SCIS&ISIS2016 Best Paper Award A Noise Fuzzy Co-clustering Scheme in MMMs-Induced Clustering
2015/09 - IEEE Computational Intelligence Society Japan Chapter IEEE CIS Japan Chapter Young Researcher Award Behavior Control of Multiple Agents Based on Locality of Binary Relations
IEEE
, THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS
, JAPAN SOCIETY OF KANSEI ENGINEERING
, JAPAN SOCIETY FOR FUZZY THEORY AND INTELLIGENT INFORMATICS
