| 2023 | ICAART | pdi-Bagging: A Proposal of Bagging-Type Ensemble Method Generating Virtual Data. | Honoka Irie, Isao Hayashi |
| 2017 | IFSA | Fuzzy set training for sleep apnea classification. | Douglas E. Dow, Isao Hayashi |
| 2014 | IECON | Sport skill classification using time series motion picture data. | Toshiyuki Maeda, Masanori Fujii, Isao Hayashi, Tokio Tasaka |
| 2012 | GECCO | Leveraging indicator-based ensemble selection in evolutionary multiobjective optimization algorithms. | Dung H. Phan, Junichi Suzuki, Isao Hayashi |
| 2012 | ISDA | Time series data analysis for sport skill. | Toshiyuki Maeda, Masanori Fujii, Isao Hayashi |
| 2011 | ICONIP | Neocognitron Trained by Winner-Kill-Loser with Triple Threshold. | Kunihiko Fukushima, Isao Hayashi, Jasmin Lveill |
| 2011 | IJCNN | Fuzzy bio-interface: Indicating logicality from living neuronal network and learning control of bio-robot. | Isao Hayashi, Megumi Kiyotoki, Ai Kiyohara, Minori Tokuda, Suguru N. Kudoh |
| 2007 | SMC | Recognition of perception and the localization for aperture problem in visual pathway of brain. | Isao Hayashi, Hisashi Toyoshima, Takahiro Yamanoi |
| 2006 | SMC | Structure Evaluation of Receptive Field Layer in TAM Network. | Isao Hayashi, Toshiyuki Maeda |
| 2003 | KES | Perceptual Grouping to Motion Direction and Speed in Apertures. | Isao Hayashi |
| 2003 | SMC | A formulation of knowledge restructuring type TAM network. | Isao Hayashi, James R. Williamson |
| 2001 | HIS | An Integration of Fuzzy and Two-Valued Logics on Natural Language Semantics. | Toshiyuki Maeda, Isao Hayashi, Motohide Umano, Lakhmi C. Jain |
| 1998 | KES | Acquisition of fuzzy knowledge by NN and GA-A survey of the fusion and union methods proposed in Japan. | Isao Hayashi, Motohide Umano, Toshiyuki Maeda, Andreas Bastian, Lakhmi C. Jain |
| 1994 | ICEC | Extended Forking Genetic Algorithm for Order Representation (O-FGA). | Shigeyoshi Tsutsui, Yoshiji Fujimoto, Isao Hayashi |
| 1994 | ICEC | Extended Forking Genetic Algorithm for Order Representation. | Shigeyoshi Tsutsui, Isao Hayashi, Yoshiji Fujimoto |