Masashi Egi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Medical Records

Prediction Model

Reinforcement Learning

Top Venues

IEICE Trans. Inf. Syst.

AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1)

Publications

Giada Confortola, Mika Takata, Naoaki Yokoi, Masashi Egi
Enhancing Predictive Models to Lower Rehospitalization Risk: Utilizing Historical Medical Records for AI-Driven Interventions. IEEE Access 12 (2024)
Hiroyuki Namba, Shota Horiguchi, Masaki Hamamoto, Masashi Egi
Thresholding Data Shapley for Data Cleansing Using Multi-Armed Bandits. CoRR (2024)
Giada Confortola, Mika Takata, Naoaki Yokoi, Masashi Egi
Actionable Suggestions in Support of Rehospitalization Risk Predicted by Artificial Intelligence. BigComp (2023)
Masaki Hamamoto, Hiroyuki Namba, Masashi Egi
Ensemble-Based Method for Correcting Global Explanation of Prediction Model. IEICE Trans. Inf. Syst. 106 (2) (2023)
Yuta Tsuchiya, Yasuhide Mori, Masashi Egi
Explainable Reinforcement Learning Based on Q-Value Decomposition by Expected State Transitions. AAAI Spring Symposium: MAKE (2023)
Hiroyuki Namba, Masashi Egi
Piecewise Simplification Approach for Accurate and Understandable Model. SSCI (2021)
Masaki Hamamoto, Masashi Egi
Model-agnostic Ensemble-based Explanation Correction Leveraging Rashomon Effect. SSCI (2021)
Yuyao Wang, Masayoshi Mase, Masashi Egi
Attribution-based Salience Method towards Interpretable Reinforcement Learning. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1) (2020)
Wataru Hashimoto, Masaharu Hirota, Tetsuya Araki, Yukio Yamamoto, Masashi Egi, Morihiro Hirate, Masao Maura, Hiroshi Ishikawa
Detection of Car Abnormal Vibration using Machine Learning. ISM (2019)
Masashi Egi, Hiroshi Ishikawa
Scale-free dynamics of human behavior in personal computer operations. MEDES (2018)