| 2025 | SMC | A method to visualize evaluation factors affect satisfaction in surveys of the service industry using XAI: evaluation for cram school service as an example. | Masao Nakahara, Fumiaki Saitoh |
| 2020 | ACIIDS | Visualized Benefit Segmentation Using Supervised Self-organizing Maps: Support Tools for Persona Design and Market Analysis. | Fumiaki Saitoh |
| 2019 | ICONIP | Knowledge Reuse of Learning Agent Based on Factor Information of Behavioral Rules. | Fumiaki Saitoh |
| 2017 | HCI | Extracting Important Knowledge from Multiple Markets Using Transfer Learning. | Tokuhiro Kujiraoka, Fumiaki Saitoh, Syohei Ishizu |
| 2017 | HCI | A Quality Table-Based Method for Sentiment Expression Word Identification in Japanese. | Shujiro Miyakawa, Fumiaki Saitoh, Syohei Ishizu |
| 2017 | HCI | Evaluation of Total Quality Management Using CSR Company Reports. | Shu Ochikubo, Fumiaki Saitoh, Syohei Ishizu |
| 2016 | HCI | Knowledge Extraction About Brand Image Using Information Retrieval Method. | Fumiaki Saitoh, Fumiya Shiozawa, Syohei Ishizu |
| 2016 | ICANN | Ensemble Models of Learning Vector Quantization Based on Bootstrap Resampling. | Fumiaki Saitoh |
| 2016 | ICONIP | The Impact of Adaptive Regularization of the Demand Predictor on a Multistage Supply Chain Simulation. | Fumiaki Saitoh |
| 2015 | HCI | Knowledge Extraction from Web Reviews Using Feature Selection Based on Onomatopoeia. | Fumiaki Saitoh, Hikaru Aoki, Shohei Ishizu |
| 2014 | SMC | Visualization of online customer reviews and evaluations based on Self-organizing Map. | Fumiaki Saitoh |
| 2013 | HCI | Development of Brand Selection Model Considering Customer Service. | Hiroki Kageyama, Fumiaki Saitoh, Syohei Ishizu |
| 2013 | HCI | Generalized Algorithm for Obtaining a Family of Evaluating Attributes' Sets Representing Customer's Preference. | Takuya Mogawa, Fumiaki Saitoh, Syohei Ishizu |
| 2013 | HCI | Visualization of Anomaly Data Using Peculiarity Detection on Learning Vector Quantization. | Fumiaki Saitoh, Syohei Ishizu |
| 2013 | HCI | A Method for Developing Quality Function Deployment Ontology. | Ken Tomioka, Fumiaki Saitoh, Syohei Ishizu |
| 2013 | ICANN | Coordinated Rule Acquisition of Decision Making on Supply Chain by Exploitation-Oriented Reinforcement Learning - -Beer Game as an Example-. | Fumiaki Saitoh, Akihide Utani |
| 2010 | ICONIP | On Generalization Error of Self-Organizing Map. | Fumiaki Saitoh, Sumio Watanabe |