Rchr
J-GLOBAL ID：200901005402981725
Update date: Sep. 30, 2024
Honda Katsuhiro
ホンダ カツヒロ | Honda Katsuhiro
Affiliation and department：
Job title：
Professor
Homepage URL (1)：
http://www.cs.osakafu-u.ac.jp/hi/honda/honda_j.htm
Research field (4)：
Statistical science
, Sensitivity (kansei) informatics
, Soft computing
, Intelligent informatics
Research keywords (2)：
ソフトコンピューティング
, Soft Computing
Research theme for competitive and other funds (21)：
- 2024 - 2027 Advanced Study on Flexible Recommendation Systems Based on Clustering Considering Uncertainty
- 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
- 2018 - 2023 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 - 2023 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
- 2015 - 2018 Application of Asymptotic Optimal Strategy to Dynamic Adaptive Learning Algorithm
- 2014 - 2017 Study on Fuzzy Co-clustering from Large Scale Co-occurrence Data
- 2011 - 2013 Improvement of fuzzy c-means classifier with respect to precision and functions
- 2011 - 2013 Study on Fuzzy Co-clustering of Incomplete Data
- 2008 - 2010 High Performance Classifier Based on Fuzzy Clustering
- 2008 - 2009 Studies on Text Data Analysis Based on Fuzzy Clustering
- 2005 - 2007 ファジィクラスタリングによる混合データベースからの知識発見に関する研究
- 2005 - 2007 fMRI実験の応用による英語記憶を促進するためのCAIシステムの知能化
- 2004 - 2006 Establishing a small-scale center of excellence in cluster analysis by soft computing methodology
- 2003 - 2004 ファジィクラスタリングを用いた不完全データの局所的な数量化に関する研究
- 2003 - 2004 記憶術と機能的磁気共鳴画像法を用いる脳機能分析へのソフトコンピューティングの応用
- 2001 - 2002 Study on Clustering Methods for Data Analysis
- 1999 - 知的システム
- 1999 - マンマシン・インタフェースの基礎的研究
- 1999 - Evaluation Models and Decision Support Intelligent Systems
- 1999 - Fundamental Study on Man-Machine Interface
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Papers (241)：
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Seiki Ubukata, Tomohiro Kawakami, Katsuhiro Honda. Adaptive Online Rough C-Means Clustering and Its Application to Collaborative Filtering. 2022 IEEE Symposium Series on Computational Intelligence (SSCI). 2022
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Kohei Kunisawa, Katsuhiro Honda, Seiki Ubukata, Akira Notsu. Fuzzy c-Lines for Vertically Distributed Database with Missing Values. 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS). 2022
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Katsuhiro Honda, Satoshi Hyakutake, Seiki Ubukata, Akira Notsu. Handling of Missing Values in FCM Clustering-based ANFIS with Partial Distance Strategy. 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS). 2022
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Katsuhiro Honda, Koki Kitamori, Seiki Ubukata, Akira Notsu. A Noise Clustering-induced Robust Adaptive Network-based Fuzzy Inference System for Classification. 2022 International Joint Conference on Neural Networks (IJCNN). 2022
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Akira Okabe, Katsuhiro Honda, Seiki Ubukata. Noise Fuzzy Clustering-Based Robust Non-negative Matrix Factorization with I-divergence Criterion. Lecture Notes in Computer Science. 2022. 256-266
ｍore...
MISC (193)：
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Text Mining Based on Noise Clustering-Based Possibilistic Co-Clustering Induced by Multinomial Mixture Model. 2017. 61. 5p
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Dependence on Initial Values of The Rough Membership k-Means Clustering. 2017. 61. 6p
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Robustness of the Bandit Algorithm Based on the Cognitive Characteristics. 2016. 32. 283-288
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A Basic Consideration of Rough Set k-Means Clustering. 2016. 32. 445-450
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Study on Cluster Number Selection in Noise Fuzzy Co-clustering. 2016. 32. 533-536
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Books (11)：
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Algorithms for Fuzzy Clustering
Springer-Verlag 2008 ISBN:9783540787365
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Algorithms for Fuzzy Clustering
Springer-Verlag 2008 ISBN:9783540787365
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Quantification of Multivariate Categorical Data Considering Clusters of Items and Individuals
Modeling Decisions for Artificial Intelligence (MDAI) 2005, Lecture Notes in Artificial Intelligence 3558, Springer 2005
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A New Approach to Fuzzification of Memberships in Cluster Analysis
Modeling Decisions for Artificial Intelligence (MDAI) 2005, Lecture Notes in Artificial Intelligence 3558, Springer 2005
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A New Approach to Fuzzification of Memberships in Cluster Analysis
Modeling Decisions for Artificial Intelligence (MDAI) 2005, Lecture Notes in Artificial Intelligence 3558, Springer 2005
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Lectures and oral presentations (1)：
-
Fuzzy Co-clustering and Application to Collaborative Filtering
(2016 International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM2016) 2016)
Education (4)：
- - 1999 Osaka Prefecture University
- - 1999 Osaka Prefecture University Graduate School, Division of Engineering
- - 1997 Osaka Prefecture University School of Engineering
- - 1997 Osaka Prefecture University Faculty of Engineering
Professional career (2)：
- Master (Engineering) (Osaka Prefecture University)
- Doctor (Engineering) (Osaka Prefecture University)
Work history (7)：
- 2022/04 - 現在 Osaka Metropolitan University Graduate School of Informatics, Division of Core Informatics Professor
- 2013/04 - 2022/03 Osaka Prefecture University. Graduate School of Engineering Professor
- 2009/04 - 2013/03 - 大阪府立大学大学院工学研究科 准教授
- 2007/04 - 2009/03 - 大阪府立大学大学院工学研究科 助教
- 2009 - - Associate Professor, Department of Computer Science and Intelligent Systems,
- 1999/10 - 2007/03 - 大阪府立大学大学院工学研究科 助手
- 1999 - - Research Associate, Faculty of Engineering,
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Awards (7)：
Association Membership(s) (5)：
アメリカ電気電子技術者協会
, 日本経営工学会
, システム制御情報学会
, 日本知能情報ファジィ学会
, The Institute of Electrical and Electronics Engineers
