| 2004 | Multi-Agent Opportunistic Planning and Plan Execution. | James H. Lawton, Carmel Domshlak |
| 2004 | An Adaptive Strategy for Trust/Honesty Model in Multi-Agent Semi-Competitive Environments. | Ka-man Lam, Ho-fung Leung |
| 2004 | Identifying Variable-Length Meaningful Phrases with Correlation Functions. | Hyoung-rae Kim, Philip K. Chan |
| 2004 | Multi-Objective Genetic Algorithm Based Approach for Optimizing Fuzzy Sequential Patterns. | Mehmet Kaya, Reda Alhajj |
| 2004 | Distilling Classification Models from Cross Validation Runs: An Application to Mass Spectrometry. | Alexandros Kalousis, Julien Prados, Jean-Charles Sanchez, Laure Allard, Melanie Hilario |
| 2004 | Image Chromatic Adaptation Using ANNs for Skin Color Adaptation. | P. Kakumanu, Sokratis Makrogiannis, Robert K. Bryll, Sethuraman Panchanathan, Nikolaos G. Bourbakis |
| 2004 | An Improved Hidden Markov Model for Transmembrane Topology Prediction. | Robel Y. Kahsay, Li Liao, Guang R. Gao |
| 2004 | N-to-2-Space Mapping for Visualization of Search Algorithm Performance. | Marcin Kadluczka, Peter C. Nelson, Thomas M. Tirpak |
| 2004 | A Time-Space Trade-Off for Constraint Networks Decomposition. | Philippe Jgou, Cyril Terrioux |
| 2004 | Scalable Distributed Depth-First Search with Greedy Work Stealing. | Joxan Jaffar, Andrew E. Santosa, Roland H. C. Yap, Kenny Qili Zhu |
| 2004 | Mining Decision Rules from Deterministic Finite Automata. | Franois Jacquenet, Marc Sebban, Georges Valtudie |
| 2004 | A Hybrid Approach for Mining Maixmal Hyperclique Patterns. | Yaochun Huang, Hui Xiong, Weili Wu, Zhongnan Zhang |
| 2004 | Toward Good Elimination Orders for Symbolic SAT Solving. | Jinbo Huang, Adnan Darwiche |
| 2004 | Path-Augmented Keyword Search for XML Documents. | Wynne Hsu, Mong-Li Lee, Xiaodong Wu |
| 2004 | VAL: Automatic Plan Validation, Continuous Effects and Mixed Initiative Planning Using PDDL. | Richard Howey, Derek Long, Maria Fox |
| 2004 | Analysing the Effects of Combining Fitness Scaling and Inversion in Genetic Algorithms. | Seamus Hill, John Newell, Colm O'Riordan |
| 2004 | Practically Handling Some Configuration Isomorphisms. | Laurent Henocque, Nicolas Prcovic |
| 2004 | Solving the Selecting and Scheduling Satellite Photographs Problem with a Consistent Neighborhood Heuristic. | Djamal Habet, Michel Vasquez |
| 2004 | Automated Test Data Generation Using MEA-Graph Planning. | Manish Gupta, Farokh B. Bastani, Latifur Khan, I-Ling Yen |
| 2004 | Visualization Tool for a Terrain-Based Genetic Algorithm. | V. Scott Gordon, James Thein |
| 2004 | GP-Lab: The Genetic Programming Laboratory. | William E. Glaholt, Du Zhang |
| 2004 | A Reactive Multi-Agent System for Localisation and Tracking in Mobile Robotics. | Franck Gechter, Vincent Chevrier, Franois Charpillet |
| 2004 | A Dynamic Reasoning Architecture for Computer Network Management. | Salvatore Gaglio, Luca Gatani, Giuseppe Lo Presti, Giuseppe Lo Re, Alfonso Urso |
| 2004 | A Framework for Guided Complete Search for Solving Constraint Satisfaction Problems and Some of Its Instances. | Spencer K. L. Fung, Denny J. Zheng, Ho-fung Leung, Jimmy Ho-Man Lee, Hon Wai Chun |
| 2004 | Focussed Propagation of MDPs for Path Planning. | David I. Ferguson, Anthony Stentz |