| 2004 | 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 15-17 November 2004, Boca Raton, FL, USA |
| 2004 | A Coverage Based Ensemble Algorithm (CBEA) for Streaming Data. John A. Rushing, Sara J. Graves, Evans Criswell, Amy Lin |
| 2004 | A Defeasible Logic Programming System for the Web. Grigoris Antoniou, Antonis Bikakis, Gerd Wagner |
| 2004 | A Deterministic Method for Initializing K-Means Clustering. Ting Su, Jennifer G. Dy |
| 2004 | A Dynamic Reasoning Architecture for Computer Network Management. Salvatore Gaglio, Luca Gatani, Giuseppe Lo Presti, Giuseppe Lo Re, Alfonso Urso |
| 2004 | A Factor Tree Inference Algorithm for Bayesian Networks and Its Application. Wenhui Liao, Weihong Zhang, Qiang Ji |
| 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 | A Hybrid Approach for Mining Maixmal Hyperclique Patterns. Yaochun Huang, Hui Xiong, Weili Wu, Zhongnan Zhang |
| 2004 | A Hybrid Approach to Concept Extraction and Recognition-Based Matching in the Domain of Human Resources. Dan Crow, John DeSanto |
| 2004 | A Logic-Based Approach for Query Refinement in Ontology-Based Information Retrieval S. Nenad Stojanovic, Ljiljana Stojanovic |
| 2004 | A Prioritized-Based Approach to Handling Conflicts in Access Control. Salem Benferhat, Rania El Baida |
| 2004 | A Reactive Multi-Agent System for Localisation and Tracking in Mobile Robotics. Franck Gechter, Vincent Chevrier, François Charpillet |
| 2004 | A Scalable Algorithm for Mining Maximal Frequent Sequences Using Sampling. Congnan Luo, Soon Myoung Chung |
| 2004 | A Smoothed Dynamic Tabu Search Embedded GRASP for m-VRPTW. Andrew Lim, Fan Wang |
| 2004 | A Stochastic Optimization Scheme for Automatic Registration of Aerial Images. Sokratis Makrogiannis, Nikolaos G. Bourbakis, Stan Borek |
| 2004 | A Study of Selective Neighborhood-Based Nai"ve Bayes for Efficient Lazy Learning. Zhipeng Xie |
| 2004 | A Swarm Approach for Emission Sources Localization. Xiaohui Cui, C. Tim Hardin, Rammohan K. Ragade, Adel Said Elmaghraby |
| 2004 | A Time-Space Trade-Off for Constraint Networks Decomposition. Philippe Jégou, Cyril Terrioux |
| 2004 | A Vertical Outlier Detection Algorithm with Clusters as By-Product. Dongmei Ren, Imad Rahal, William Perrizo |
| 2004 | Adapting the Large Neighborhood Search to Effectively Solve Pickup and Delivery Problems with Time Windows. Vincent W. L. Tam, M. C. Kwan |
| 2004 | An Adaptive Strategy for Trust/Honesty Model in Multi-Agent Semi-Competitive Environments. Ka-man Lam, Ho-fung Leung |
| 2004 | An Approach for Ontology-Enhanced Query Refinement in Information Portals. Nenad Stojanovic |
| 2004 | An Effective Support Vector Machines (SVMs) Performance Using Hierarchical Clustering. Mamoun Awad, Latifur Khan, Farokh B. Bastani, I-Ling Yen |
| 2004 | An Efficient Density Based Clustering Algorithm for Large Databases. Yasser El-Sonbaty, Mohamed A. Ismail, Mohamed Farouk |
| 2004 | An Empirical Evaluation of Interval Estimation for Markov Decision Processes. Alexander L. Strehl, Michael L. Littman |
| 2004 | An Extended Kernel for Generalized Multiple-Instance Learning. Qingping Tao, Stephen Scott, N. V. Vinodchandran, Thomas Takeo Osugi, Brandon Mueller |
| 2004 | An Improved Hidden Markov Model for Transmembrane Topology Prediction. Robel Y. Kahsay, Li Liao, Guang R. Gao |
| 2004 | An Information Retrieval System for the Analysis of Systematic Defects in VLSI. David L. DeMaris, Dan Maynard, Bette Bergman Reuter, Shi Zhong |
| 2004 | Analysing the Effects of Combining Fitness Scaling and Inversion in Genetic Algorithms. Seamus Hill, John Newell, Colm O'Riordan |
| 2004 | Another SAT to CSP Conversion. Olivier Roussel |
| 2004 | Automated Test Data Generation Using MEA-Graph Planning. Manish Gupta, Farokh B. Bastani, Latifur Khan, I-Ling Yen |
| 2004 | Automatic Heliothis Zea Classification Using Image Analysis. Tom Patten, Wenjing Li, George Bebis, Michael Freeman |
| 2004 | Backjump-Based Techniques versus Conflict-Directed Heuristics. Christophe Lecoutre, Frédéric Boussemart, Fred Hemery |
| 2004 | Boosting Constraint Satisfaction Using Decision Trees. Barry O'Sullivan, Alex Ferguson, Eugene C. Freuder |
| 2004 | CORMS AI: Continuous Operational Real-Time Monitoring System. Haleh Vafaie, Carl Cecere |
| 2004 | CoIRS: Cluster-Oriented Image Retrieval System. Hewayda M. Lotfy, Adel Said Elmaghraby |
| 2004 | Combining Multiple Inclusion Representations in Numerical Constraint Propagation. Xuan-Ha Vu, Djamila Sam-Haroud, Boi Faltings |
| 2004 | Comparative Analysis of Two Associative Memory Neural Networks. Alex Cronin, Orla McEnery, M. Tahar Kechadi, Franz Geiselbrechtinger |
| 2004 | Consistency of Test Cases in Validation of Bayesian Knowledge-Bases. Eugene Santos Jr., Hang T. Dinh |
| 2004 | Constraint Satisfaction Problems: Backtrack Search Revisited. Assef Chmeiss, Lakhdar Sais |
| 2004 | Cultural Algorithms: Modeling of How Cultures Learn to Solve Problems. Robert G. Reynolds, Bin Peng |
| 2004 | Data Acquisition with Active and Impact-Sensitive Instance Selection. Xingquan Zhu, Xindong Wu |
| 2004 | Data Driven Automatic Model Selection and Parameter Adaptation - A Case Study for Septic Shock. Rüdiger W. Brause |
| 2004 | Democratic Co-Learning. Yan Zhou, Sally A. Goldman |
| 2004 | Detecting and Mitigating Security Anomaliies. Mladen A. Vouk |
| 2004 | Determining the Number of Clusters/Segments in Hierarchical Clustering/Segmentation Algorithms. Stan Salvador, Philip Chan |
| 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 | Distinguishing Mislabeled Data from Correctly Labeled Data in Classifier Design. Sundara Venkataraman, Dimitris N. Metaxas, Dmitriy Fradkin, Casimir A. Kulikowski, Ilya B. Muchnik |
| 2004 | Domain Specific Searches Using Conceptual Spectra. Dario Bonino, Fulvio Corno, Laura Farinetti |
| 2004 | Efficient Image Segmentation by Mean Shift Clustering and MDL-Guided Region Merging. Qiming Luo, Taghi M. Khoshgoftaar |
| 2004 | Efficient Learning of Hierarchical Latent Class Models. Nevin Lianwen Zhang, Tomás Kocka |
| 2004 | Empirical Evaluation of Optimized Stacking Configurations. Agapito Ledezma, Ricardo Aler, Araceli Sanchis, Daniel Borrajo |
| 2004 | Emulating a Cooperative Behavior in a Generic Association Rule Visualization Tool. Sadok Ben Yahia, Engelbert Mephu Nguifo |
| 2004 | Encoding Partial Constraint Satisfaction in the Semiring-Based Framework for Soft Constraints. Stefano Bistarelli, Eugene C. Freuder, Barry O'Sullivan |
| 2004 | Events Extraction and Classification for Arabic Information Retrieval Systems. Saleem Abuleil, Martha W. Evens |
| 2004 | Exploiting Systemic Biological Modeling for Trigger Based Adaptation in Networked Intelligent Multi-Agent Systems. Arvind K. Bansal |
| 2004 | Exploring the Relationship between Knowledge and Algorithm Performance in Discrete Optimization. Xiaomin Zhong, Eugene Santos Jr., Robert McCartney |
| 2004 | Extract Rules from Software Quality Prediction Model Based on Neural Network. Qi Wang, Bo Yu, Jie Zhu |
| 2004 | FlowMiner: Finding Flow Patterns in Spatio-Temporal Databases. Junmei Wang, Wynne Hsu, Mong-Li Lee, Jason Tsong-Li Wang |
| 2004 | Focussed Propagation of MDPs for Path Planning. David I. Ferguson, Anthony Stentz |
| 2004 | GP-Lab: The Genetic Programming Laboratory. William E. Glaholt, Du Zhang |
| 2004 | Giving Temporal Order to News Corpus. Hiroshi Uejima, Takao Miura, Isamu Shioya |
| 2004 | Guiding Real-World SAT Solving with Dynamic Hypergraph Separator Decomposition. Wei Li, Peter van Beek |
| 2004 | Hidden Structure in Unsatisfiable Random 3-SAT: An Empirical Study. Inês Lynce, João Marques-Silva |
| 2004 | Human Perception of Software Complexity: Knowledge Discovery from Software Data. Marek Z. Reformat, Petr Musílek, Vanda Wu, Nicolino J. Pizzi |
| 2004 | Identifying Variable-Length Meaningful Phrases with Correlation Functions. Hyoung-rae Kim, Philip K. Chan |
| 2004 | Illumination Invariant Face Recognition Based on Neural Network Ensemble. Wu-Jun Li, Chong-Jun Wang, Dianxiang Xu, Shifu Chen |
| 2004 | Image Chromatic Adaptation Using ANNs for Skin Color Adaptation. P. Kakumanu, Sokratis Makrogiannis, Robert K. Bryll, Sethuraman Panchanathan, Nikolaos G. Bourbakis |
| 2004 | Image Texture Representation and Retrieval Based on Power Spectral Histograms. Chong-Jun Wang, Yu-Bin Yang, Wu-Jun Li, Shifu Chen |
| 2004 | Improving Coordination with Communication in Multi-Agent Reinforcement Learning. Daniel Szer, François Charpillet |
| 2004 | Integrating Artificial Intelligence, Argumentation and Game Theory to Develop an Online Dispute Resolution Environment. Emilia Bellucci, Arno R. Lodder, John Zeleznikow |
| 2004 | Integration of Lower Bound Estimates in Pseudo-Boolean Optimization. Vasco M. Manquinho, João Marques-Silva |
| 2004 | K-Group A for Multiple Sequence Alignment with Quasi-Natural Gap Costs. Rong Zhou, Eric A. Hansen |
| 2004 | Knowledge Discovery in Multiple Databases. Xindong Wu |
| 2004 | Learning Multi-Time Delay Gene Network Using Bayesian Network Framework. Tie-Fei Liu, Wing-Kin Sung, Ankush Mittal |
| 2004 | Machine Learning for Personalized Wireless Portals. Michael J. Pazzani |
| 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 | Mining Confident Minimal Rules with Fixed-Consequents. Imad Rahal, Dongmei Ren, Weihua Wu, William Perrizo |
| 2004 | Mining Decision Rules from Deterministic Finite Automata. François Jacquenet, Marc Sebban, Georges Valétudie |
| 2004 | Mode Committee: A Novel Ensemble Method by Clustering and Local Learning. Zhipeng Xie, Wynne Hsu, Mong-Li Lee |
| 2004 | Modeling, Analysis and Visualization of Uncertainty in the Battlespace. Bruce McQueary, Lee Krause, Eugene Santos Jr., Hua Wang, Qunhua Zhao |
| 2004 | Motion Analysis with Application to Assistive Vision Technology. Sokratis Makrogiannis, Nikolaos G. Bourbakis |
| 2004 | Multi-Agent Opportunistic Planning and Plan Execution. James H. Lawton, Carmel Domshlak |
| 2004 | Multi-Objective Genetic Algorithm Based Approach for Optimizing Fuzzy Sequential Patterns. Mehmet Kaya, Reda Alhajj |
| 2004 | N-to-2-Space Mapping for Visualization of Search Algorithm Performance. Marcin Kadluczka, Peter C. Nelson, Thomas M. Tirpak |
| 2004 | Noise Identification with the k-Means Algorithm. Wei Tang, Taghi M. Khoshgoftaar |
| 2004 | Nonchronological Backtracking in Stochastic Boolean Satisfiability. Stephen M. Majercik |
| 2004 | On Data Clustering with a Flock of Artificial Agents. Fabien Picarougne, Hanene Azzag, Gilles Venturini, Christiane Guinot |
| 2004 | Ontology Based Object Learning and Recognition: Application to Image Retrieval. Nicolas Maillot, Monique Thonnat, Céline Hudelot |
| 2004 | Optimization of Bounds in Temporal Flexible Planning with Dynamic Controllability. Benjamin W. Wah, Dong Xin |
| 2004 | Path-Augmented Keyword Search for XML Documents. Wynne Hsu, Mong-Li Lee, Xiaodong Wu |
| 2004 | Practical Aspects of Efficient Forward Selection in Decomposable Graphical Models. Stephan Altmueller, Robert M. Haralick |
| 2004 | Practically Handling Some Configuration Isomorphisms. Laurent Henocque, Nicolas Prcovic |
| 2004 | Quartet Based Phylogeny Reconstruction with Answer Set Programming. Gang Wu, Guohui Lin, Jia-Huai You |
| 2004 | Reactive Prohibition-Based Ant Colony Optimization (RPACO): A New Parallel Architecture for Constrained Clique Sub-Graphs. Sherin M. Youssef, David G. Elliman |
| 2004 | Reduced Ensemble Size Stacking. Niall Rooney, David W. Patterson, Chris D. Nugent |
| 2004 | SAT Based BDD Solver for Quantified Boolean Formulas. Gilles Audemard, Lakhdar Sais |
| 2004 | Scalable Distributed Depth-First Search with Greedy Work Stealing. Joxan Jaffar, Andrew E. Santosa, Roland H. C. Yap, Kenny Qili Zhu |
| 2004 | Semi-Supervised Learning for Software Quality Estimation. Naeem Seliya, Taghi M. Khoshgoftaar, Shi Zhong |
| 2004 | Solving Conditional and Composite Temporal Constraints. Malek Mouhoub, Amrudee Sukpan |
| 2004 | Solving the Selecting and Scheduling Satellite Photographs Problem with a Consistent Neighborhood Heuristic. Djamal Habet, Michel Vasquez |
| 2004 | Supervised Clustering - Algorithms and Benefits. Christoph F. Eick, Nidal M. Zeidat, Zhenghong Zhao |
| 2004 | Systematic Assessment of High-Throughput Experimental Data for Reliable Protein Interactions Using Network Topology. Jin Chen, Wynne Hsu, Mong-Li Lee, See-Kiong Ng |
| 2004 | Textured Image Retrieval by the Modal Analysis of Quantized Spectral Point Patterns. Célia A. Zorzo Barcelos, Márcio J. R. Ferreira, Mylene L. Rodrigues |
| 2004 | Theory and Semantic Refinement of Bridge Ontology Based on Multi-Ontologies. Baowen Xu, Peng Wang, Jianjiang Lu, Yanhui Li, Dazhou Kang |
| 2004 | Toward Good Elimination Orders for Symbolic SAT Solving. Jinbo Huang, Adnan Darwiche |
| 2004 | Towards Real-Time Obstacle Detection Using a Hierarchical Decomposition Methodology for Stereo Matching with a Genetic Algorithm. Yassine Ruichek, Hazem Issa, Jack-Gérard Postaire, Jean-Christophe Burie |
| 2004 | Towards Understanding the Role of Learning Models in the Dynamics of the Minority Game. Ricardo Matsumura de Araújo, Luís C. Lamb |
| 2004 | Using Directed Acyclic Graphs to Coordinate Propagation and Search for Numerical Constraint Satisfaction Problems. Xuan-Ha Vu, Hermann Schichl, Djamila Sam-Haroud |
| 2004 | Using Fuzzy Theory for Effort Estimation of Object-Oriented Software. Márcio Rodrigo Braz, Silvia Regina Vergilio |
| 2004 | VAL: Automatic Plan Validation, Continuous Effects and Mixed Initiative Planning Using PDDL. Richard Howey, Derek Long, Maria Fox |
| 2004 | Visualization Tool for a Terrain-Based Genetic Algorithm. V. Scott Gordon, James Thein |
| 2004 | XML Clustering by Principal Component Analysis. Jianghui Liu, Jason T. L. Wang, Wynne Hsu, Katherine G. Herbert |
| 2004 | YaDT: Yet another Decision Tree Builder. Salvatore Ruggieri |