| 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 | SMC | Learning and Estimation of Latent Structural Models Based on between-Data Metrics. | Kenta Mikawa, Manabu Kobayashi, Masayuki Goto, Shigeichi Hirasawa |
| 2022 | WorldCIST | Performance Evaluation of ECOC Considering Estimated Probability of Binary Classifiers. | Gendo Kumoi, Hideki Yagi, Manabu Kobayashi, Masayuki Goto, Shigeichi Hirasawa |
| 2021 | WorldCIST | Evaluation of Difficulty During Visual Programming Learning Using a Simple Electroencephalograph and Minecraft Educational Edition. | Katsuyuki Umezawa, Makoto Nakazawa, Manabu Kobayashi, Yutaka Ishii, Michiko Nakano, Shigeichi Hirasawa |
| 2019 | CISS | Exponential Error Bounds and Decoding Complexity for Block Codes Constructed by Unit Memory Trellis Codes of Branch Length Two. | Shigeichi Hirasawa, Hideki Yagi, Manabu Kobayashi, Masao Kasahara |
| 2019 | ISIT | Distributed Stochastic Gradient Descent Using LDGM Codes. | Shunsuke Horii, Takahiro Yoshida, Manabu Kobayashi, Toshiyasu Matsushima |
| 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 |
| 2017 | ICMLA | Collaborative Filtering Based on the Latent Class Model for Attributes. | Manabu Kobayashi, Kenta Mikawa, Masayuki Goto, Toshiyasu Matsushima, Shigeichi Hirasawa |
| 2017 | SMC | Collaborative filtering analysis of consumption behavior based on the latent class model. | Manabu Kobayashi, Kenta Mikawa, Masayuki Goto, Shigeichi Hirasawa |
| 2016 | ISITA | A Bayes prediction algorithm for model class composed of several subclasses. | Masayuki Goto, Manabu Kobayashi, Kenta Mikawa, Shigeichi Hirasawa |
| 2016 | ISITA | Distance metric learning based on different ℓ1 regularized metric matrices in each category. | Kenta Mikawa, Manabu Kobayashi, Masayuki Goto, Shigeichi Hirasawa |
| 2015 | SMC | A Study of Distance Metric Learning by Considering the Distances between Category Centroids. | Kenta Mikawa, Manabu Kobayashi, Masayuki Goto, Shigeichi Hirasawa |
| 2014 | SMC | A modified aspect model for simulation analysis. | Masayuki Goto, Kazushi Minetoma, Kenta Mikawa, Manabu Kobayashi, Shigeichi Hirasawa |
| 2014 | SMC | Robustness of syndrome analysis method in highly structured fault-diagnosis systems. | Manabu Kobayashi, Masayuki Goto, Toshiyasu Matsushima, Shigeichi Hirasawa |
| 2014 | SMC | A proposal of l1 regularized distance metric learning for high dimensional sparse vector space. | Kenta Mikawa, Manabu Kobayashi, Masayuki Goto, Shigeichi Hirasawa |
| 2012 | ISITA | Fault diagnosis algorithm in multi-computer systems based on Lagrangian relaxation method. | Shunsuke Horii, Manabu Kobayashi, Toshiyasu Matsushima, Shigeichi Hirasawa |
| 2012 | ISITA | An error probability estimation of the document classification using Markov model. | Manabu Kobayashi, Hiroshi Ninomiya, Toshiyasu Matsushima, Shigeichi Hirasawa |
| 2011 | SMC | Probabilistic fault diagnosis and its analysis in multicomputer systems. | Manabu Kobayashi, Toshinori Takabatake, Toshiyasu Matsushima, Shigeichi Hirasawa |
| 2010 | ISITA | An iterative decoding algorithm for rate-compatible punctured low-density parity-check codes of high coding rates. | Gou Hosoya, Hideki Yagi, Manabu Kobayashi |