| 2024 | ICDM | Neighborhood Spatio-temporal Self-Attention for Crowd Flow Prediction. | Sohei Kodama, Shin Ando |
| 2018 | SDM | Discriminative Prototype Set Learning for Nearest Neighbor Classification. | Shin Ando |
| 2015 | ICDM | Classification of Temporal and Sequential Data Using Bag-of-Subsequences Features. | Shin Ando, Yutaro Suka |
| 2014 | ICDM | Discriminative Learning on Exemplary Patterns of Sequential Numerical Data. | Shin Ando, Einoshin Suzuki |
| 2013 | SDM | Time-sensitive Classification of Behavioral Data. | Shin Ando, Einoshin Suzuki |
| 2012 | ICDM | Performance-Optimizing Classification of Time-Series Based on Nearest Neighbor Density Approximation. | Shin Ando |
| 2011 | CIKM | Latent feature encoding using dyadic and relational data. | Shin Ando |
| 2011 | ICDM | Role-Behavior Analysis from Trajectory Data by Cross-Domain Learning. | Shin Ando, Einoshin Suzuki |
| 2011 | ICDM | Characterizing Anomalous Behaviors and Revising Robotic Controllers. | David Meunier, Michle Sebag, Shin Ando |
| 2011 | SDM | ACE: Anomaly Clustering Ensemble for Multi-perspective Anomaly Detection in Robot Behaviors. | Shin Ando, Einoshin Suzuki, Yoichi Seki, Theerasak Thanongphongphan, Daisuke Hoshino |
| 2009 | KDD | Detection of unique temporal segments by information theoretic meta-clustering. | Shin Ando, Einoshin Suzuki |
| 2008 | ICDM | Unsupervised Cross-Domain Learning by Interaction Information Co-clustering. | Shin Ando, Einoshin Suzuki |
| 2007 | GECCO | Heuristic speciation for evolving neural network ensemble. | Shin Ando |
| 2007 | ICDM | Clustering Needles in a Haystack: An Information Theoretic Analysis of Minority and Outlier Detection. | Shin Ando |
| 2006 | CEC | Distributed Multi-objective GA for Generating Comprehensive Pareto Front in Deceptive Optimization Problems. | Shin Ando, Einoshin Suzuki |
| 2006 | DIS | Strategy Diagram for Identifying Play Strategies in Multi-view Soccer Video Data. | Yukihiro Nakamura, Shin Ando, Kenji Aoki, Hiroyuki Mano, Einoshin Suzuki |
| 2006 | ICDM | An Information Theoretic Approach to Detection of Minority Subsets in Database. | Shin Ando, Einoshin Suzuki |
| 2005 | CEC | Sample based crowding method for multimodal optimization in continuous domain. | Shin Ando, Einoshin Suzuki, Shigenobu Kobayashi |
| 2005 | GECCO | Fitness-based neighbor selection for multimodal function optimization. | Shin Ando, Shigenobu Kobayashi |
| 2005 | GECCO | Adaptive isolation model using data clustering for multimodal function optimization. | Shin Ando, Jun Sakuma, Shigenobu Kobayashi |
| 2004 | CEC | Real-coded GA with multimodal uniform distribution. | Shin Ando, Hitoshi Iba |
| 2003 | CEC | Estimation of gene regulatory network by genetic algorithm and pairwise correlation analysis. | Shin Ando, Hitoshi Iba |
| 2003 | GECCO | Artificial Immune System for Classification of Gene Expression Data. | Shin Ando, Hitoshi Iba |
| 2002 | CEC | Ant algorithm for construction of evolutionary tree. | Shin Ando, Hitsohi Iba |
| 2002 | CEC | Modeling genetic network by hybrid GP. | Shin Ando, Erina Sakamoto, Hitoshi Iba |
| 2002 | GECCO | Ant Algorithm For Construction Of Evolutionary Tree. | Shin Ando, Hitoshi Iba |
| 2001 | CEC | Inference of gene regulatory model by genetic algorithms. | Shin Ando, Hitoshi Iba |
| 2000 | CEC | Analog circuit design with a variable length chromosome. | Shin Ando, Hitoshi Iba |