| 2004 | Wrapper for Ranking Feature Selection. | Roberto Ruiz, Jess S. Aguilar-Ruiz, Jos Cristbal Riquelme Santos |
| 2004 | Machine Learning for Matching Astronomy Catalogues. | David Rohde, Michael Drinkwater, Marcus Gallagher, Tom Downs, Marianne Doyle |
| 2004 | The Application of K-Medoids and PAM to the Clustering of Rules. | Alan P. Reynolds, Graeme Richards, Victor J. Rayward-Smith |
| 2004 | Automatic Video Shot Boundary Detection Using Machine Learning.. | Wei Ren, Sameer Singh |
| 2004 | Locally Tuned General Regression for Learning Mixture Models Using Small Incomplete Data Sets with Outliers and Overlapping Classes. | Ahmed Rafat |
| 2004 | Fast Filtering of Structural Similarity Search Using Discovery of Topological Patterns. | Sung-Hee Park, Keun Ho Ryu |
| 2004 | Spam Mail Detection Using Artificial Neural Network and Bayesian Filter. | Levent zgr, Tunga Gngr, Fikret S. Grgen |
| 2004 | Stock Trading by Modelling Price Trend with Dynamic Bayesian Networks. | Jangmin O, Jae Won Lee, Sung-Bae Park, Byoung-Tak Zhang |
| 2004 | Detecting Worm Propagation Using Traffic Concentration Analysis and Inductive Learning. | Sanguk Noh, Cheolho Lee, Keywon Ryu, Kyunghee Choi, Gihyun Jung |
| 2004 | An Intelligent Topic-Specific Crawler Using Degree of Relevance. | Sanguk Noh, Youngsoo Choi, Haesung Seo, Kyunghee Choi, Gihyun Jung |
| 2004 | Exploring Dependencies Between Yeast Stress Genes and Their Regulators. | Janne Nikkil, Christophe Roos, Samuel Kaski |
| 2004 | Finding Minimal Addition Chains Using Ant Colony. | Nadia Nedjah, Luiza de Macedo Mourelle |
| 2004 | Self-tuning Based Fuzzy PID Controllers: Application to Control of Nonlinear HVAC Systems. | Behzad Moshiri, Farzan Rashidi |
| 2004 | Modelling and Clustering of Gene Expressions Using RBFs and a Shape Similarity Metric. | Carla S. Mller-Levet, Hujun Yin |
| 2004 | SVM-Based Classification of Distant Proteins Using Hierarchical Motifs. | Jrme Mikolajczak, Grard Ramstein, Yannick Jacques |
| 2004 | Comparing Measures of Agreement for Agent Attitudes. | Mark McCartney, David H. Glass |
| 2004 | Local Separation Property of the Two-Source ICA Problem with the One-Bit-Matching Condition. | Jinwen Ma, Zhiyong Liu, Lei Xu |
| 2004 | Two Further Gradient BYY Learning Rules for Gaussian Mixture with Automated Model Selection. | Jinwen Ma, Bin Gao, Yang Wang, QianSheng Cheng |
| 2004 | Qualified Predictions for Proteomics Pattern Diagnostics with Confidence Machines. | Zhiyuan Luo, Tony Bellotti, Alex Gammerman |
| 2004 | A Hybrid Optimization Method of Multi-objective Genetic Algorithm (MOGA) and K-Nearest Neighbor (KNN) Classifier for Hydrological Model Calibration. | Yang Liu, Soon-Thiam Khu, Dragan A. Savic |
| 2004 | Char: An Automatic Way to Describe Characteristics of Data. | Yu-Chin Liu, Ping-Yu Hsu |
| 2004 | Cluster-Based Visualisation of Marketing Data. | Paulo J. G. Lisboa, Shail Patel |
| 2004 | Combination of SVM Knowledge for Microcalcification Detection in Digital Mammograms. | Ying Li, Jianmin Jiang |
| 2004 | Mining Large Engineering Data Sets on the Grid Using AURA. | Bojian Liang, Jim Austin |
| 2004 | A Hybrid Fuzzy-Neuro Model for Preference-Based Decision Analysis. | Vincent C. S. Lee, Alex Tze Hiang Sim |