Shimon Sumita

According to our database, Shimon Sumita authored at least 5 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

An XAI-based meta-parameter tuning for time-series forecasting.

Hiroyuki Nakagawa, Shimon Sumita, Ryuichi Iida, Tatsuhiro Tsuchiya

Ann. Math. Artif. Intell., January, 2026

2025

Efficient Code Reachability Analysis and Visualization Using Probabilistic Model Checking.

Hiroyuki Nakagawa, Shimon Sumita, Shinobu Saito

Int. J. Softw. Eng. Knowl. Eng., 2025

2024

Code Reachability Visualization Based on Probabilistic Model Checking.

Hiroyuki Nakagawa, Shimon Sumita, Shinobu Saito

Proceedings of the 36th International Conference on Software Engineering and Knowledge Engineering, 2024

Towards Log-based Execution Status Estimation Using Graph Neural Networks.

Shimon Sumita, Hiroyuki Nakagawa, Shinobu Saito, Tatsuhiro Tsuchiya

Proceedings of the 31st Asia-Pacific Software Engineering Conference, 2024

2022

Optimal Parameter Selection Using Explainable AI for Time-Series Anomaly Detection.

Shimon Sumita, Hiroyuki Nakagawa, Tatsuhiro Tsuchiya

Proceedings of the PRIMA 2022: Principles and Practice of Multi-Agent Systems, 2022