Hara Satoshi

ハラサトシ | Hara Satoshi

Affiliation and department：
Homepage URL (1)： https://sites.google.com/site/sato9hara/home

Research field (1)： Intelligent informatics

Research keywords (5)： Machine Learning , Explainable AI , Feature Selection , Anomaly Detection , Data Mining

Research theme for competitive and other funds (8)：

2024 - 2029 Desensitization of Algorithms for Decision Making and Knowledge Discovery
2023 - 2028 Active Evaluation of Machine Learning Models
2022 - 2025 Development of data-driven thermal-hydraulic analysis methods using machine learning
2020 - 2024 Personalized Pricing for Time and Space Sharing Services
2020 - 2023 機械学習モデルの説明駆動開発のための基盤技術

Show all

Papers (46)：

Tomohisa Kumagai, Kazuma Suzuki, Akiyoshi Nomoto, Satoshi Hara, Akiyuki Takahashi. Prediction of the binding energy of self interstitial atoms in alpha iron by a graph neural network. Materialia. 2024. 33. 101977-101977
Taichi Tomono, Satoshi Hara, Yusuke Nakai, Kazuma Takahara, Junko Iida, Takashi Washio. A Bayesian approach for constituent estimation in nucleic acid mixture models. Frontiers in Analytical Science. 2024. 3
Hirofumi Suzuki, Hiroaki Iwashita, Takuya Takagi, Yuta Fujishige, Satoshi Hara. Rule Mining for Correcting Classification Models. 2023 IEEE International Conference on Data Mining (ICDM). 2023. 3. 1331-1336
Satoshi Hara, Yuichi Yoshida. Average Sensitivity of Decision Tree Learning. The International Conference on Learning Representations. 2023
Gabriel Laberge, Ulrich Aïvodji, Satoshi Hara, Mario Marchand, Foutse Khomh. Fooling SHAP with Stealthily Biased Sampling. The International Conference on Learning Representations. 2023

ｍore...

MISC (24)：

山本雄大, 原聡. スライスワッサースタイン距離を用いた高速なStealthily Biased Sampling. 2024年度人工知能学会全国大会. 2024
寺下直行, 原聡. 低分散で省メモリな勾配推定のためのForward Gradientと誤差逆伝播法の結合. 2024年度人工知能学会全国大会. 2024
清末優子, 五味渕由貴, 安永卓生, 鷲尾隆, 原聡. 細胞の構造的特徴の機械学習による視覚的抽出. 2024年度人工知能学会全国大会. 2024
落合拓真, 瀬野圭一朗, 松井孝太, 原聡. レベル集合推定に基づく機械学習モデルの能動的評価. 情報論的学習理論と機械学習研究会(IBISML). 2023
波多野大督, 原聡, 荒井ひろみ. 限界貢献を利用した不公平なモデルの修正. 2023年度人工知能学会全国大会. 2023

ｍore...

Books (1)：

Education (3)：

2010 - 2013 Osaka University Graduate School of Engineering Division of Electrical, Electronic and Information Engineering
2008 - 2010 Tokyo Institute of Technology Graduate School of Information Science and Engineering Department of Computer Science
2004 - 2008 Waseda University School of Science and Engineering

Professional career (1)：

Work history (5)：

2024/05 - 現在 The University of Electro-Communications Graduate School of Informatics and Engineering Professor
2020/04 - 2024/04 Osaka University The Institute of Scientific and Industrial Research Associate Professor
2017/09 - 2020/03 Osaka University The Institute of Scientific and Industrial Research Assistant Professor
2016/04 - 2017/08 National Institute of Informatics
2013/04 - 2016/03 IBM Research Tokyo

Awards (3)：

※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

Return to Previous Page