Masashi Egi

According to our database, Masashi Egi authored at least 11 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Thresholding Data Shapley for Data Cleansing Using Multi-Armed Bandits.

Hiroyuki Namba, Shota Horiguchi, Masaki Hamamoto, Masashi Egi

CoRR, 2024

Enhancing Predictive Models to Lower Rehospitalization Risk: Utilizing Historical Medical Records for AI-Driven Interventions.

Giada Confortola, Mika Takata, Naoaki Yokoi, Masashi Egi

IEEE Access, 2024

2023

Ensemble-Based Method for Correcting Global Explanation of Prediction Model.

Masaki Hamamoto, Hiroyuki Namba, Masashi Egi

IEICE Trans. Inf. Syst., February, 2023

Actionable Suggestions in Support of Rehospitalization Risk Predicted by Artificial Intelligence.

Giada Confortola, Mika Takata, Naoaki Yokoi, Masashi Egi

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023

Explainable Reinforcement Learning Based on Q-Value Decomposition by Expected State Transitions.

Yuta Tsuchiya, Yasuhide Mori, Masashi Egi

Proceedings of the AAAI 2023 Spring Symposium on Challenges Requiring the Combination of Machine Learning and Knowledge Engineering (AAAI-MAKE 2023), 2023

2021

Piecewise Simplification Approach for Accurate and Understandable Model.

Hiroyuki Namba, Masashi Egi

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Model-agnostic Ensemble-based Explanation Correction Leveraging Rashomon Effect.

Masaki Hamamoto, Masashi Egi

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

2020

Attribution-based Salience Method towards Interpretable Reinforcement Learning.

Yuyao Wang, Masayoshi Mase, Masashi Egi

Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice, 2020

2019

Detection of Car Abnormal Vibration using Machine Learning.

Wataru Hashimoto, Masaharu Hirota, Tetsuya Araki, Yukio Yamamoto, Masashi Egi, Morihiro Hirate, Masao Maura, Hiroshi Ishikawa

Proceedings of the IEEE International Symposium on Multimedia, 2019

2018

Scale-free dynamics of human behavior in personal computer operations.

Masashi Egi, Hiroshi Ishikawa

Proceedings of the 10th International Conference on Management of Digital EcoSystems, 2018

2010

Automatically Tuned Sparse Eigensolvers.

Ken Naono, Takao Sakurai, Masashi Egi

Proceedings of the Software Automatic Tuning, From Concepts to State-of-the-Art Results, 2010