| 2004 | Solving an inverse partial differential equation for a two dimensional heat conduction problem with oscillating boundary conditions using an artificial immune system. | Charles L. Karr, Abhishek Banerjee, Punyasloka Mishra |
| 2004 | Prediction of dynamic forces on lumbar joint using a recurrent neural network model. | Yanfeng Jou, Jacek M. Zurada, Waldemar Karwowski |
| 2004 | Planning with predictive state representations. | Michael R. James, Satinder Singh, Michael L. Littman |
| 2004 | A comparative study among three algorithms for frequent pattern generation. | Md. Rafiqul Islam, Safwan Mahmud Khan, Mohammad Azud us zaman, Syed Shahed Kabir Robin |
| 2004 | A tutorial search engine based on Bayesian learning. | Oystein Hernes, Jianna Zhang |
| 2004 | LASSO: a learning architecture for semantic web ontologies. | Christopher N. Hammack, Stephen D. Scott |
| 2004 | Efficient retrieval of electron density patterns for modeling proteins by X-ray crystallography. | Kreshna Gopal, Tod D. Romo, James C. Sacchettini, Thomas R. Ioerger |
| 2004 | Satisficing Q-learning: efficient learning in problems with dichotomous attributes. | Michael A. Goodrich, Morgan Quigley |
| 2004 | RAIN: data clustering using randomized interactions between data points. | Jonatan Gmez, Olfa Nasraoui, Elizabeth Len |
| 2004 | Matching an opponent's performance in a real-time, dynamic environment. | Jeremy A. Glasser, Leen-Kiat Soh |
| 2004 | Improved quality of interference in multilevel secure knowledge-based systems. | Binto George, Susan S. Mathai |
| 2004 | Effective dynamic sample selection algorithm. | Peter Gczy, Shiro Usui |
| 2004 | Intelligent control for drug delivery in management of renal anemia. | Adam E. Gaweda, Alfred A. Jacobs, George R. Aronoff, Michael E. Brier |
| 2004 | Mining frequent closed itemsets for large data. | Huaiguo Fu, Engelbert Mephu Nguifo |
| 2004 | Decision-tree learning in dwell point policies in autonomous vehicle storage and retrieval systems (AVSRS). | Miki Fukunari, Kristin P. Bennett, Charles J. Malmborg |
| 2004 | Scoring systems, classifiers, default probabilities, and kernel methods. | Bernd-Jrgen Falkowski |
| 2004 | Autonomous navigation using neural networks. | Jonathon R. Deming, Marco Antonio Assfalk de Oliveira |
| 2004 | Obstacle avoidance using image flow in an RT-Linux environment in a PC-104 platform. | Jonathon R. Deming, Stephen B. H. Bruder |
| 2004 | A minimum classification error (MCE) framework for generalized linear classifier in machine learning for text categorization/retrieval. | Wu Chou, Li Li |
| 2004 | A Bayesian technique for task localization in multiple goal Markov decision processes. | James L. Carroll, Kevin D. Seppi |
| 2004 | Multiple instance learning using simple classifiers. | Adam Cannon, Don R. Hush |
| 2004 | Emergent representations and reasoning in adaptive agents. | Joost Broekens, Doug DeGroot |
| 2004 | Creating an SVM to play strong poker. | Todd Blank, Leen-Kiat Soh, Stephen Scott |
| 2004 | Case-based learning mechanisms to deliver learning materials. | Todd Blank, Leen-Kiat Soh, Lee Dee Miller, Suzette Person |
| 2004 | Authoritative citation KNN learning in multiple-instance problems. | Joseph Bernadt, Leen-Kiat Soh |