| 2004 | A new discrete binary particle swarm optimization based on learning automata. | Reza Rastegar, Mohammad Reza Meybodi, Kambiz Badie |
| 2004 | Mobile data mining for radio resource management in wireless mobile networks. | Sherif Rashad, Mehmed M. Kantardzic, Anup Kumar |
| 2004 | Induction of expressive music performance models. | Rafael Ramrez, Amaury Hazan |
| 2004 | Feature fusion and degradation using self-organizing map. | Hai Qiu, Jay Lee |
| 2004 | Time-based multi-layer perceptron for novelty detection in sensor networks. | Gregory Von Pless, Tayeb Al Karim, Leon Reznik |
| 2004 | A game theory approach to pairwise classification with support vector machines. | Mikhail Petrovskiy |
| 2004 | Multi-dimensional sequential web mining by utilizing fuzzy interferencing. | Tansel zyer, Reda Alhajj, Ken Barker |
| 2004 | Enhanced ICA mixture model for image segmentation. | Patrcia R. Oliveira, Roseli A. F. Romero |
| 2004 | A "virtual student" leads to the possibility of optimiser agents in an ITS. | Mircea Gh. Negoita, David Pritchard |
| 2004 | Learning hidden Markov models from the state distribution oracle. | Luis G. Moscovich, Jianhua Chen |
| 2004 | Variable resolution discretization in the joint space. | Christopher K. Monson, David Wingate, Kevin D. Seppi, Todd S. Peterson |
| 2004 | Mining interesting contrast rules for a web-based educational system. | Behrouz Minaei-Bidgoli, Pang-Ning Tan, William F. Punch |
| 2004 | Using association rules without understanding their underlying causality reduces their decision value. | Lawrence J. Mazlack |
| 2004 | Impact of missing data in training artificial neural networks for computer-aided diagnosis. | Mia K. Markey, Amit C. Patel |
| 2004 | Improving performance of nearest neighborhood classifier using genetic programming. | Abdul Majid, Asifullah Khan, Anwar M. Mirza |
| 2004 | PolyCluster: an interactive visualization approach to construct classification rules. | Danyu Liu, Alan P. Sprague, Jeffrey G. Gray |
| 2004 | Outlier detection and evaluation by network flow. | Ying Liu, Alan P. Sprague |
| 2004 | Evolution of a P/N fuzzy obstacle avoidance controller for an autonomous robot. | John H. Lilly |
| 2004 | A naiive bayes learning based website reconfiguration system. | Jia Li, Huiqing Li, Xiumei Jia |
| 2004 | A new landmarker generation algorithm based on correlativity. | Daren Ler, Irena Koprinska, Sanjay Chawla |
| 2004 | Income prediction via support vector machine. | Alina Lazar |
| 2004 | Implementation of PGAs in conjunction with fuzzy algorithm. | Key Lou Kwon, Ali T. Alouani |
| 2004 | Reducing complexity of rule based models via meta mining. | Lukasz A. Kurgan |
| 2004 | An extensible service oriented distributed data mining framework. | Anup Kumar, Mehmed M. Kantardzic, Padmanabhan Ramaswamy, Pedram Sadeghian |
| 2004 | Medical image classfication using an efficient data mining technique. | Safwan Mahmud Khan, Md. Rafiqul Islam, Morshed U. Chowdhury |