| 2004 | An Alternative Methodology for Mining Seasonal Pattern Using Self-Organizing Map. | Denny, Vincent C. S. Lee |
| 2004 | Exploring Potential of Leave-One-Out Estimator for Calibration of SVM in Text Mining. | Adam Kowalczyk, Bhavani Raskutti, Herman L. Ferr |
| 2004 | CCMine: Efficient Mining of Confidence-Closed Correlated Patterns. | Won-Young Kim, Young-Koo Lee, Jiawei Han |
| 2004 | Feature Extraction and Classification System for Nonlinear and Online Data. | Byung-Joo Kim, Il Kon Kim, Kwang-Baek Kim |
| 2004 | Extracting and Explaining Biological Knowledge in Microarray Data. | Paul J. Kennedy, Simeon J. Simoff, David B. Skillicorn, Daniel R. Catchpoole |
| 2004 | Using Cluster-Based Sampling to Select Initial Training Set for Active Learning in Text Classification. | Jaeho Kang, Kwang Ryel Ryu, Hyuk-Chul Kwon |
| 2004 | Clustering Multi-represented Objects with Noise. | Karin Kailing, Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert |
| 2004 | Automatic Text Extraction for Content-Based Image Indexing. | Keechul Jung, Eun Yi Kim |
| 2004 | A General Coding Method for Error-Correcting Output Codes. | Yan-Huang Jiang, Qiang-Li Zhao, Xuejun Yang |
| 2004 | Providing Diversity in K-Nearest Neighbor Query Results. | Anoop Jain, Parag Sarda, Jayant R. Haritsa |
| 2004 | Mining of Web-Page Visiting Patterns with Continuous-Time Markov Models. | Qiming Huang, Qiang Yang, Joshua Zhexue Huang, Michael K. Ng |
| 2004 | Extracting Citation Metadata from Online Publication Lists Using BLAST. | I-Ane Huang, Jan-Ming Ho, Hung-Yu Kao, Shian-Hua Lin |
| 2004 | Subspace Clustering of High Dimensional Spatial Data with Noises. | Chih-Ming Hsu, Ming-Syan Chen |
| 2004 | A Novel Distributed Collaborative Filtering Algorithm and Its Implementation on P2P Overlay Network. | Peng Han, Bo Xie, Fan Yang, Ruimin Shen |
| 2004 | An Extended Negative Selection Algorithm for Anomaly Detection. | Xiaoshu Hang, Honghua Dai |
| 2004 | Mining Expressive Process Models by Clustering Workflow Traces. | Gianluigi Greco, Antonella Guzzo, Luigi Pontieri, Domenico Sacc |
| 2004 | Discriminative Methods for Multi-labeled Classification. | Shantanu Godbole, Sunita Sarawagi |
| 2004 | Classifying Text Streams in the Presence of Concept Drifts. | Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Hongjun Lu |
| 2004 | Towards Optimizing Conjunctive Inductive Queries. | Johannes Fischer, Luc De Raedt |
| 2004 | Data Mining Grand Challenges. | Usama M. Fayyad |
| 2004 | Noise Tolerant Classification by Chi Emerging Patterns. | Hongjian Fan, Kotagiri Ramamohanarao |
| 2004 | Cluster Structure of K-means Clustering via Principal Component Analysis. | Chris H. Q. Ding, Xiaofeng He |
| 2004 | Ensembling MML Causal Discovery. | Honghua Dai, Gang Li, Zhi-Hua Zhou |
| 2004 | Fast and Light Boosting for Adaptive Mining of Data Streams. | Fang Chu, Carlo Zaniolo |
| 2004 | Blind Data Linkage Using n-gram Similarity Comparisons. | Tim Churches, Peter Christen |