| 2025 | KES | Proposal of a Method for Estimating the Acquisition of Graph Comprehension Ability Based on Students' Descriptive Answers. | Yuya Yagashira, Katsuko T. Nakahira, Masaaki Arai, Gendo Kumoi, Takashi Yukawa |
| 2024 | KES | Recognition Performance Validation of Weather Map Images by ChatGPT. | Takumi Takasuka, Yuki H. Takano, Shotaro Watanabe, Gendo Kumoi |
| 2024 | SMC | Average Performance Analysis of Multi-Class Classification Based on Error-Correcting Output Codes. | Manabu Kobayashi, Gendo Kumoi, Hideki Yagi, Shigeichi Hirasawa |
| 2022 | SMC | Construction Methods for Error Correcting Output Codes Using Constructive Coding and Their System Evaluations. | Shigeichi Hirasawa, Gendo Kumoi, Hideki Yagi, Manabu Kobayashi, Masayuki Goto, Hiroshige Inazumi |
| 2022 | SMC | Effect of Hamming Distance on Performance of ECOC with Estimated Binary Classifiers. | Gendo Kumoi, Hideki Yagi, Manabu Kobayashi, Shigeichi Hirasawa |
| 2022 | WorldCIST | Performance Evaluation of ECOC Considering Estimated Probability of Binary Classifiers. | Gendo Kumoi, Hideki Yagi, Manabu Kobayashi, Masayuki Goto, Shigeichi Hirasawa |
| 2020 | SMC | A Hypothesis Discovery Method for Predicting Change in Multidimensional Time-series Data. | Gendo Kumoi, Masayuki Goto |
| 2019 | SMC | System Evaluation of Ternary Error-Correcting Output Codes for Multiclass Classification Problems. | Shigeichi Hirasawa, Gendo Kumoi, Hideki Yagi, Manabu Kobayashi, Masayuki Goto, Tetsuya Sakai, Hiroshige Inazumi |
| 2018 | WorldCIST | System Evaluation of Construction Methods for Multi-class Problems Using Binary Classifiers. | Shigeichi Hirasawa, Gendo Kumoi, Manabu Kobayashi, Masayuki Goto, Hiroshige Inazumi |