Rchr
J-GLOBAL ID:201401059571433209
Update date: Jan. 30, 2024
Hamasuna Yukihiro
ハマスナ ユキヒロ | Hamasuna Yukihiro
Affiliation and department:
Job title:
Associate Professor
Research field (4):
Sensitivity (kansei) informatics
, Soft computing
, Intelligent informatics
, Information theory
Research keywords (4):
Data Science
, Machine Learning
, Soft Computing
, Clustering
Research theme for competitive and other funds (6):
Papers (97):
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Yukihiro Hamasuna, Yoshitomo Mori. A Novel Noise Clustering Based on Local Outlier Factor. Lecture Notes in Computer Science. 2023. 14376. 179-191
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Yukihiro Hamasuna, Yuya Yokoyama, Kaito Takegawa. The relationship between Gaussian process based c-regression models and kernel c-regression models. 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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Yukihiro Hamasuna, Shusuke Nakano, Yasunori Endo. Network Clustering with Controlled Node Size. Modeling Decisions for Artificial Intelligence, LNAI 12898. 2021. 243-256
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Yuto Kingetsu, Yukihiro Hamasuna. Jensen-Shannon Divergence-Based k-Medoids Clustering. Journal of Advanced Computational Intelligence and Intelligent Informatics. 2021. 25. 2. 226-233
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TSUDA Nobuhiko, HAMASUNA Yukihiro, ENDO Yasunori. Three Controlled-Sized Clustering Methods for Time-Series Data. Journal of Japan Society for Fuzzy Theory and Intelligent Informatics. 2021. 33. 2. 608-616
more...
MISC (57):
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Ryota Uto, Yukihiro Hamasuna. On Sequential Cluster Extraction Using Possibilistic Size Controll Clustering. 2023
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⃝Kenshin Fujita, Yukihiro Hamasuna. A Study on Cluster Validity Measures Based on Fuzzy Membership for Time-Series Data. 2023
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⃝Yuya Yokoyama, Yukihiro Hamasuna. A Study on Parameter Estimation in Gaussian Process based c-Regression Models. 2023
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Hiroto Migita, Yukihiro Hamasuna. A Study on Initial Value Determination Using k-medoids++ in Controlled Edge-Sized Network Clustering. 2023
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Yoshitomo Mori, Yukihiro Hamasuna. Noise Clustering based on Local Outlier Factor. 2023
more...
Professional career (1):
Committee career (3):
- 2018/05 - 現在 システム制御情報学会 事業委員(第64期)
- 2017/04 - 現在 日本知能情報ファジィ学会関西支部 運営委員
- 2017/04 - 現在 日本知能情報ファジィ学会 SOFT-CR委員
Awards (1):
- 2012/09 - 日本知能情報ファジィ学会 奨励賞
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