| 2004 | Prediction of Implicit Protein-Protein Interaction by Optimal Associative Feature Mining. | Jae-Hong Eom, Jeong Ho Chang, Byoung-Tak Zhang |
| 2004 | Improving Support Vector Solutions by Selecting a Sequence of Training Subsets. | Tom Downs, Jianxiong Wang |
| 2004 | Boosting the Tree Augmented Nave Bayes Classifier. | Tom Downs, Adelina Tang |
| 2004 | Mining Association Rules Using Relative Confidence. | Tien Dung Do, Siu Cheung Hui, Alvis Cheuk M. Fong |
| 2004 | Development of a Global and Integral Model of Business Management Using an Unsupervised Model. | Emilio Corchado, Colin Fyfe, Lourdes Siz Brcena, Ana Mara Lara Palma |
| 2004 | Building Genetic Networks for Gene Expression Patterns. | Wai-Ki Ching, Eric S. Fung, Michael K. Ng |
| 2004 | Personalized News Reading via Hybrid Learning. | Ke Chen, Sunny Yeung |
| 2004 | Orthogonal Least Square with Boosting for Regression. | Sheng Chen, Xunxian Wang, David J. Brown |
| 2004 | Kernel Density Construction Using Orthogonal Forward Regression. | Sheng Chen, Xia Hong, Chris J. Harris |
| 2004 | Detecting Credit Card Fraud by Using Questionnaire-Responded Transaction Model Based on Support Vector Machines. | Rong-Chang Chen, Ming-Li Chiu, Ya-Li Huang, Lin-Ti Chen |
| 2004 | Generating the Reduced Set by Systematic Sampling. | Chien-Chung Chang, Yuh-Jye Lee |
| 2004 | Synergy of Logistic Regression and Support Vector Machine in Multiple-Class Classification. | Yuan-chin Ivan Chang, Sung-Chiang Lin |
| 2004 | DIVACE: Diverse and Accurate Ensemble Learning Algorithm. | Arjun Chandra, Xin Yao |
| 2004 | In-Situ Learning in Multi-net Systems. | Matthew C. Casey, Khurshid Ahmad |
| 2004 | Feature Selection for Natural Disaster Texts Classification Using Testors. | Jess Ariel Carrasco-Ochoa, Jos Francisco Martnez Trinidad |
| 2004 | Implicit Fitness Sharing Speciation and Emergent Diversity in Tree Classifier Ensembles. | Karl J. Brazier, Graeme Richards, Wenjia Wang |
| 2004 | Engineering Knowledge Discovery in Network Intrusion Detection. | Andrea Bosin, Nicoletta Dess, Barbara Pes |
| 2004 | Combining Rules for Text Categorization Using Dempster's Rule of Combination. | Yaxin Bi, Terry J. Anderson, Sally I. McClean |
| 2004 | The Effect of Image Compression on Classification and Storage Requirements in a High-Throughput Crystallization System. | Ian Berry, Julie Wilson, Chris Mayo, Jon Diprose, Robert Esnouf |
| 2004 | Dimensionality Reduction with Image Data. | Mnica Benito, Daniel Pea |
| 2004 | Combining Multiple k-Nearest Neighbor Classifiers Using Different Distance Functions. | Yongguang Bao, Naohiro Ishii, Xiaoyong Du |
| 2004 | Using Fuzzy Sets in Contextual Word Similarity. | Masrah Azrifah Azmi Murad, Trevor P. Martin |
| 2004 | A Hybrid Multi-layered Speaker Independent Arabic Phoneme Identification System. | Mian M. Awais, Shahid Masud, Shafay Shamail, Junaid Akhtar |
| 2004 | DESCRY: A Density Based Clustering Algorithm for Very Large Data Sets. | Fabrizio Angiulli, Clara Pizzuti, Massimo Ruffolo |
| 2004 | Surface Spatial Index Structure of High-Dimensional Space. | Jiyuan An, Yi-Ping Phoebe Chen, Qinying Xu |