Self-Supervised Learning of Autonomous Robot by Integrating Information from Several Sensors. - Koichiro Yamauchi 001; Satoshi Sugiura; Naohiro Ishii (ICONIP (1), 1997)

Hyperparameter Optimization Using Iterative Decision Tree (IDT). - Narith Saum; Satoshi Sugiura; Mongkut Piantanakulchai (IEEE Access, 2022)

Traffic Characteristics of Heavy Snow Event in Sapporo in 2022. - Seiya Hashimoto; Satoshi Sugiura (GCCE, 2023)

Optimizing Shared E-Scooter Operations Under Demand Uncertainty: A Framework Integrating Machine Learning and Optimization Techniques. - Narith Saum; Satoshi Sugiura; Mongkut Piantanakulchai (IEEE Access, 2024)

Inbound traffic capture link-design problem independent of assumptions on users' route choices. - Ruri Sase; Satoshi Sugiura (EURO J. Transp. Logist., 2024)

Derivation of Disrupted Multi-Link Combinations to Increase Detour Time: A Stem of Path Approach. - Michiki Akioka; Soma Sasaki; Satoshi Sugiura (Int. J. Intell. Transp. Syst. Res., 2024)

Optimized graph-cut approach for the screen-line traffic counting location problem: An exact and efficient solution method. - Ruri Sase; Satoshi Sugiura; Anthony Chen (Expert Syst. Appl., 2025)