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)： Explainable AI , Anomaly Detection , Feature Selection , Data Mining , Machine Learning

Research theme for competitive and other funds (5)：

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
2018 - 2022 複数疾病を伴う高齢入院患者の予後予測因子の同定:機械学習モデルの解釈性の向上
2018 - 2021 A Unified Approach for Explaining Deep Neural Networks

Papers (43)：

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
Hirofumi Suzuki, Hiroaki Iwashita, Takuya Takagi, Yuta Fujishige, Satoshi Hara 0001. Rule Mining for Correcting Classification Models. CoRR. 2023. abs/2310.06446
Hirofumi Suzuki, Hiroaki Iwashita, Takuya Takagi, Yuta Fujishige, Satoshi Hara 0001. Rule Mining for Correcting Classification Models. ICDM. 2023. 1331-1336
Masaru Kondo, H. D.P. Wathsala, Mohamed S.H. Salem, Kazunori Ishikawa, Satoshi Hara, Takayuki Takaai, Takashi Washio, Hiroaki Sasai, Shinobu Takizawa. Bayesian optimization-driven parallel-screening of multiple parameters for the flow synthesis of biaryl compounds. Communications Chemistry. 2022. 5. 1

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MISC (20)：

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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 (4)：

2020/04 - 現在 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)：

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