| 2025 | HPCC | GNN-Enhanced Multimodal Fusion with Contrastive Learning for Smart Health Oriented High Performance Recommendation System. | Ryutaro Matsuoka, Keito Inoshita, Xiaokang Zhou, Zhigao Zheng, Akira Kawai, Katsutoshi Yada |
| 2025 | ICDM | Algebraic Analysis of Rule Mining Space. | Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano, Katsutoshi Yada |
| 2024 | ICDM | Temporal Data Mining in AI-based Patient Navigation Service. | Shusaku Tsumoto, Tomohiro Kimura, Shoji Hirano, Katsutoshi Yada |
| 2024 | ICDM | Covid-19 and Multichannel Customers. | Katsutoshi Yada, Tomoya Ikeda, Genki Yoshida, Takahiro Hakozaki, Ken Matsumoto, Shusaku Tsumoto |
| 2021 | SMC | Customer Behavior Analysis and Classification Based on Process Mining. | Meijun Liu, Licheng Zhao, Fengmei Sun, Weizheng Zhao, Yi Zuo, Katsutoshi Yada |
| 2021 | SMC | Application of Long Short-term Memory Based Neural Network for Classification of Customer Behavior. | Licheng Zhao, Yi Zuo, Katsutoshi Yada, Meijun Liu |
| 2020 | ICDM | How Shoppers Walk and Shop in a Supermarket. | Katsutoshi Yada, Ken Ishibashi, Taku Ohashi, Danhua Wang, Shusaku Tsumoto |
| 2019 | KES | The impact of self-control on search behavior. | Hongen Gu, Katsutoshi Yada |
| 2019 | KES | Analysis of social influence on in-store purchase behavior by using ecological system of ants. | Ken Ishibashi, Katsutoshi Yada |
| 2018 | ICDM | How Game Users Consume Virtual Currency: The Relationship Between Consumed Quantity, Inventory, and Elapsed Time Since Last Consumption in the Mobile Game World. | Yuta Kaneko, Katsutoshi Yada, Wataru Ihara, Ryunosuke Odagiri |
| 2018 | SMC | The Short-Term Impact of an Item-Based Loyalty Program. | Bo Wu, Yi Sun, Katsutoshi Yada |
| 2018 | SMC | An Empirical Study of the Relationship Among Self-Control, Price Promotions and Consumer Purchase Behavior. | Xi Zhong, Ken Ishibashi, Katsutoshi Yada |
| 2018 | SMC | Application of Network Analysis Techniques for Customer In-store Behavior in Supermarket. | Yi Zuo, Katsutoshi Yada, Tieshan Li, Philip Chen |
| 2017 | KES | The Influence of Customer Movement between Sales Areas on Sales Amount: A Dynamic Bayesian Model of the In-store Customer Movement and Sales Relationship. | Yuta Kaneko, Shinya Miyazaki, Katsutoshi Yada |
| 2017 | SMC | Model selection for financial statement analysis: Comparison of models developed by using data mining technique. | Ken Ishibashi, Takuya Iwasaki, Shota Otomasa, Katsutoshi Yada |
| 2016 | ICDM | A Deep Learning Approach for the Prediction of Retail Store Sales. | Yuta Kaneko, Katsutoshi Yada |
| 2016 | KES | Model Selection for Financial Statement Analysis: Variable Selection with Data Mining Technique. | Ken Ishibashi, Takuya Iwasaki, Shota Otomasa, Katsutoshi Yada |
| 2016 | KES | Fractal Dimension of Shopping Path: Influence on Purchase Behavior in a Supermarket. | Yuta Kaneko, Katsutoshi Yada |
| 2016 | KES | Clustering of Customer Shopping Paths in Japanese Grocery Stores. | Natsuki Sano, Reo Tsutsui, Katsutoshi Yada, Tomomichi Suzuki |
| 2015 | ICDM | Why do Retailers End Price Promotions: A Study on Duration and Profit Effects of Promotion. | Zhen Li, Katsutoshi Yada |
| 2015 | KES | Verification of Effect on Next Purchase When Many Vice Category Products are Brought. | Ken Ishibashi, Kei Miyazaki, Katsutoshi Yada |
| 2015 | KES | Visualization System for Shopping Path. | Yuta Kaneko, Shinya Miyazaki, Katsutoshi Yada |
| 2015 | KES | Recommendation System for Grocery Store Considering Data Sparsity. | Natsuki Sano, Natsumi Machino, Katsutoshi Yada, Tomomichi Suzuki |
| 2014 | KES | Evaluation of Price Elasticity and Brand Loyalty in Milk Products. | Natsuki Sano, Syusuke Tamura, Katsutoshi Yada, Tomomichi Suzuki |
| 2014 | KES | Consumer Purchasing Behavior Extraction Using Statistical Learning Theory. | Yi Zuo, A. B. M. Shawkat Ali, Katsutoshi Yada |
| 2014 | SMC | Using Bayesian network for purchase behavior prediction from RFID data. | Yi Zuo, Katsutoshi Yada |
| 2013 | ICDM | Application of Bayesian Network Sheds Light on Purchase Decision Process Basing on RFID Technology. | Yi Zuo, Katsutoshi Yada |
| 2012 | KES | An Examination of the Impact of Neurophysiologic and Environmental Variables on Shopping Behavior of Customers in a Grocery Store in Japan. | Marina Kholod, Katsutoshi Yada |
| 2012 | KES | The Inuence of Sales Areas and Bargain Sales on Customer Behavior in the Grocery Store. | Natsuki Sano, Katsutoshi Yada |
| 2011 | GRC | Decision support system for policy making during a financial crisis. | Katsutoshi Yada, Kohei Ichikawa |
| 2011 | ICDM | Analysis of Residence Time in Shopping Using RFID Data - An Application of the Kernel Density Estimation to RFID. | Shinya Miyazaki, Takashi Washio, Katsutoshi Yada |
| 2011 | ISMIS | Shopping Path Modeling Using a Transition Matrix Compression Algorithm. | Xiaojun Ding, Katsutoshi Yada |
| 2011 | KES | Clockwise and Anti-clockwise Directions of Customer Orientation in a Supermarket: Evidence from RFID Data. | Marina Kholod, Keiji Takai, Katsutoshi Yada |
| 2011 | KES | Extraction of Customer Potential Value Using Unpurchased Items and In-Store Movements. | Takanobu Nakahara, Katsutoshi Yada |
| 2011 | SMC | Finding latent groups of customers via the poisson mixture regression model. | Keiji Takai, Katsutoshi Yada |
| 2010 | GRC | Development of Data Mining Platform MUSASHI Towards Service Computing. | Kohei Ichikawa, Katsutoshi Yada, Takashi Washio |
| 2010 | KES | The Influence of Shopping Path Length on Purchase Behavior in Grocery Store. | Marina Kholod, Takanobu Nakahara, Haruka Azuma, Katsutoshi Yada |
| 2010 | KES | Extracting Promising Sequential Patterns from RFID Data Using the LCM Sequence. | Takanobu Nakahara, Takeaki Uno, Katsutoshi Yada |
| 2010 | KES | Relation between Stay-Time and Purchase Probability Based on RFID Data in a Japanese Supermarket. | Keiji Takai, Katsutoshi Yada |
| 2009 | KES | Optimization of Budget Allocation for TV Advertising. | Kohei Ichikawa, Katsutoshi Yada, Namiko Nakachi, Takashi Washio |
| 2008 | ICDM | Character String Analysis and Customer Path in Stream Data. | Katsutoshi Yada |
| 2008 | KES | A Bank Run Model in Financial Crises. | Katsutoshi Yada, Takashi Washio, Yasuharu Ukai, Hisao Nagaoka |
| 2008 | SMC | Pricing system for seeking optimal prices in the diet foods market. | Kosuke Ohno, Katsutoshi Yada |
| 2007 | SMC | Lessons learned from a case study on process data management. | Katsutoshi Yada |
| 2006 | ICDM | The River-Rafting System for Knowledge Discovery Related to Persuasion Process Conversation Logs. | Wataru Sunayama, Katsutoshi Yada |
| 2006 | SMC | Knowledge Discovery from the structure of Persuasive Communication. | Katsutoshi Yada, Naohiro Matsumura |
| 2006 | SMC | The Practice of an Optimal Pricing Strategy for Maximizing Store Profits Using PRISM. | Katsutoshi Yada, Kosuke Ohno |
| 2005 | KES | Optimum Pricing Strategy for Maximization of Profits and Chance Discovery. | Kohei Yamamoto, Katsutoshi Yada |
| 2004 | KES | Consumer Behavior Analysis by Graph Mining Technique. | Katsutoshi Yada, Hiroshi Motoda, Takashi Washio, Asuka Miyawaki |
| 2003 | DIS | Business Application for Sales Transaction Data by Using Genome Analysis Technology. | Naoki Katoh, Katsutoshi Yada, Yukinobu Hamuro |
| 2000 | DIS | Discovering Interpretable Rules that Explain Customers' Brand Choice Behavior. | Yukinobu Hamuro, Naoki Katoh, Katsutoshi Yada |
| 1999 | DIS | Approximation of Optimal Two-Dimensional Association Rules for Categorical Attributes Using Semidefinite Programming. | Katsuki Fujisawa, Yukinobu Hamuro, Naoki Katoh, Takeshi Tokuyama, Katsutoshi Yada |
| 1998 | DIS | Data Mining Oriented System for Business Applications. | Yukinobu Hamuro, Naoki Katoh, Katsutoshi Yada |