| 2004 | Integration of Projected Clusters and Principal Axis Trees for High-Dimensional Data Indexing and Query. | Ben Wang, John Q. Gan |
| 2004 | The Categorisation of Similar Non-rigid Biological Objects by Clustering Local Appearance Patches. | Hongbin Wang, Phil F. Culverhouse |
| 2004 | Boosting Orthogonal Least Squares Regression.. | Xunxian Wang, David J. Brown |
| 2004 | Improving Evolutionary Algorithms by a New Smoothing Technique. | Yuping Wang |
| 2004 | Hierarchical Agglomerative Clustering for Agent-Based Dynamic Collaborative Filtering. | Gulden Uchyigit, Keith L. Clark |
| 2004 | Spam Classification Using Nearest Neighbour Techniques. | Dave C. Trudgian |
| 2004 | An Integrated Approach to Automatic Indoor Outdoor Scene Classification in Digital Images. | Matthew Traherne, Sameer Singh |
| 2004 | A Framework for Mining Association Rules in Data Warehouses. | Haorianto Cokrowijoyo Tjioe, David Taniar |
| 2004 | Prediction of Natively Disordered Regions in Proteins Using a Bio-basis Function Neural Network. | Rebecca Thomson, Robert Esnouf |
| 2004 | Feature Word Tracking in Time Series Documents.. | Atsuhiro Takasu, Katsuaki Tanaka |
| 2004 | Pre-pruning Decision Trees by Local Association Rules. | Tomoya Takamitsu, Takao Miura, Isamu Shioya |
| 2004 | Simultaneous Feature Selection and Weighting for Nearest Neighbor Using Tabu Search. | Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu |
| 2004 | Cosine Transform Priors for Enhanced Decoding of Compressed Images. | Amos J. Storkey, Michael Allan |
| 2004 | Learning to Classify Biomedical Terms Through Literature Mining and Genetic Algorithms.. | Irena Spasic, Goran Nenadic, Sophia Ananiadou |
| 2004 | Automating Co-evolutionary Data Mining. | James F. Smith III |
| 2004 | Genetic Program Based Data Mining for Fuzzy Decision Trees. | James F. Smith III |
| 2004 | Combining Local and Global Models to Capture Fast and Slow Dynamics in Time Series Data. | Michael Small |
| 2004 | A Mixture of Experts Image Enhancement Scheme for CCTV Images. | Maneesha Singh, Peng Wang, Matthew Porter |
| 2004 | A Comparison of Texture Teatures for the Classification of Rock Images. | Maneesha Singh, Akbar Javadi, Peng Wang |
| 2004 | A Method of Filtering Protein Surface Motifs Based on Similarity Among Local Surfaces. | Nripendra Lal Shrestha, Youhei Kawaguchi, Tadasuke Nakagawa, Takenao Ohkawa |
| 2004 | False Alarm Classification Model for Network-Based Intrusion Detection System. | Moon Sun Shin, Eun Hee Kim, Keun Ho Ryu |
| 2004 | New Medical Diagnostic Method for Oriental Medicine Using BYY Harmony Learning. | JeongYon Shim |
| 2004 | Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles. | Vitaly Schetinin, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Jonathan E. Fieldsend, Trevor C. Bailey, Adolfo Hernndez |
| 2004 | Visualisation of Distributions and Clusters Using ViSOMs on Gene Expression Data. | Swapna Sarvesvaran, Hujun Yin |
| 2004 | On Building XML Data Warehouses. | Laura Irina Rusu, J. Wenny Rahayu, David Taniar |