| 2004 | On Data Clustering with a Flock of Artificial Agents. | Fabien Picarougne, Hanene Azzag, Gilles Venturini, Christiane Guinot |
| 2004 | Machine Learning for Personalized Wireless Portals. | Michael J. Pazzani |
| 2004 | Automatic Heliothis Zea Classification Using Image Analysis. | Tom Patten, Wenjing Li, George Bebis, Michael Freeman |
| 2004 | Boosting Constraint Satisfaction Using Decision Trees. | Barry O'Sullivan, Alex Ferguson, Eugene C. Freuder |
| 2004 | Solving Conditional and Composite Temporal Constraints. | Malek Mouhoub, Amrudee Sukpan |
| 2004 | Modeling, Analysis and Visualization of Uncertainty in the Battlespace. | Bruce McQueary, Lee Krause, Eugene Santos Jr., Hua Wang, Qunhua Zhao |
| 2004 | Integration of Lower Bound Estimates in Pseudo-Boolean Optimization. | Vasco M. Manquinho, Joo Marques-Silva |
| 2004 | A Stochastic Optimization Scheme for Automatic Registration of Aerial Images. | Sokratis Makrogiannis, Nikolaos G. Bourbakis, Stan Borek |
| 2004 | Motion Analysis with Application to Assistive Vision Technology. | Sokratis Makrogiannis, Nikolaos G. Bourbakis |
| 2004 | Nonchronological Backtracking in Stochastic Boolean Satisfiability. | Stephen M. Majercik |
| 2004 | Ontology Based Object Learning and Recognition: Application to Image Retrieval. | Nicolas Maillot, Monique Thonnat, Cline Hudelot |
| 2004 | Hidden Structure in Unsatisfiable Random 3-SAT: An Empirical Study. | Ins Lynce, Joo Marques-Silva |
| 2004 | Efficient Image Segmentation by Mean Shift Clustering and MDL-Guided Region Merging. | Qiming Luo, Taghi M. Khoshgoftaar |
| 2004 | A Scalable Algorithm for Mining Maximal Frequent Sequences Using Sampling. | Congnan Luo, Soon Myoung Chung |
| 2004 | CoIRS: Cluster-Oriented Image Retrieval System. | Hewayda M. Lotfy, Adel Said Elmaghraby |
| 2004 | Illumination Invariant Face Recognition Based on Neural Network Ensemble. | Wu-Jun Li, Chong-Jun Wang, Dianxiang Xu, Shifu Chen |
| 2004 | XML Clustering by Principal Component Analysis. | Jianghui Liu, Jason T. L. Wang, Wynne Hsu, Katherine G. Herbert |
| 2004 | Learning Multi-Time Delay Gene Network Using Bayesian Network Framework. | Tie-Fei Liu, Wing-Kin Sung, Ankush Mittal |
| 2004 | A Smoothed Dynamic Tabu Search Embedded GRASP for m-VRPTW. | Andrew Lim, Fan Wang |
| 2004 | Meta-Heuristics for Robust Graph Coloring Problem. | Andrew Lim, Fan Wang |
| 2004 | MetaIP - A New Approach to Combinatorial Optimization: Case Studies. | Yanzhi Li, Andrew Lim |
| 2004 | Guiding Real-World SAT Solving with Dynamic Hypergraph Separator Decomposition. | Wei Li, Peter van Beek |
| 2004 | A Factor Tree Inference Algorithm for Bayesian Networks and Its Application. | Wenhui Liao, Weihong Zhang, Qiang Ji |
| 2004 | Empirical Evaluation of Optimized Stacking Configurations. | Agapito Ledezma, Ricardo Aler, Araceli Sanchis, Daniel Borrajo |
| 2004 | Backjump-Based Techniques versus Conflict-Directed Heuristics. | Christophe Lecoutre, Frdric Boussemart, Fred Hemery |