| 2003 | Progressive Weighted Miner: An Efficient Method for Time-Constraint Mining. | Chang-Hung Lee, Jian Chih Ou, Ming-Syan Chen |
| 2003 | Mining Patterns of Dyspepsia Symptoms Across Time Points Using Constraint Association Rules. | Annie Y. S. Lau, Siew Siew Ong, Ashesh Mahidadia, Achim G. Hoffmann, Johanna I. Westbrook, Tatjana Zrimec |
| 2003 | Optimization of Fuzzy Rules for Classification Using Genetic Algorithm. | Myung-Won Kim, Joung Woo Ryu, Samkeun Kim, Joong Geun Lee |
| 2003 | Predicting Protein Interactions in Human by Homologous Interactions in Yeast. | Hyongguen Kim, Jong-Chan Park, Kyungsook Han |
| 2003 | A Clustering Validity Assessment Index. | Youngok Kim, Soowon Lee |
| 2003 | An Empirical Study on Dimensionality Optimization in Text Mining for Linguistic Knowledge Acquisition. | Yuseop Kim, Jeong Ho Chang, Byoung-Tak Zhang |
| 2003 | Averaged Boosting: A Noise-Robust Ensemble Method. | Yongdai Kim |
| 2003 | Distinguishing Causal and Acausal Temporal Relations. | Kamran Karimi, Howard J. Hamilton |
| 2003 | Extracting User Interests from Bookmarks on the Web. | Jason J. Jung, GeunSik Jo |
| 2003 | A Method for Aggregating Partitions, Applications in K.D.D. | Pierre-Emmanuel Jouve, Nicolas Nicoloyannis |
| 2003 | Extracting Shared Topics of Multiple Documents. | Xiang Ji, Hongyuan Zha |
| 2003 | Finding Frequent Subgraphs from Graph Structured Data with Geometric Information and Its Application to Lossless Compression. | Yuko Itokawa, Tomoyuki Uchida, Takayoshi Shoudai, Tetsuhiro Miyahara, Yasuaki Nakamura |
| 2003 | An Efficient Algorithm of Frequent Connected Subgraph Extraction. | Mingsheng Hong, Haofeng Zhou, Wei Wang, Baile Shi |
| 2003 | Dealing with Relative Similarity in Clustering: An Indiscernibility Based Approach. | Shoji Hirano, Shusaku Tsumoto |
| 2003 | Online Bayes Point Machines. | Edward Harrington, Ralf Herbrich, Jyrki Kivinen, John C. Platt, Robert C. Williamson |
| 2003 | Exploiting Hierarchical Domain Values for Bayesian Learning. | Yiqiu Han, Wai Lam |
| 2003 | A Markovian Approach for Web User Profiling and Clustering. | Younes Hafri, Chabane Djeraba, Peter L. Stanchev, Bruno Bachimont |
| 2003 | Mining Frequent Instances on Workflows. | Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, Domenico Sacc |
| 2003 | Classifier Construction by Graph-Based Induction for Graph-Structured Data. | Warodom Geamsakul, Takashi Matsuda, Tetsuya Yoshida, Hiroshi Motoda, Takashi Washio |
| 2003 | Efficiently Computing Iceberg Cubes with Complex Constraints through Bounding. | Pauline Lienhua Chou, Xiuzhen Zhang |
| 2003 | Mining Open Source Software (OSS) Data Using Association Rules Network. | Sanjay Chawla, Bavani Arunasalam, Joseph G. Davis |
| 2003 | Upgrading ILP Rules to First-Order Bayesian Networks. | Ratthachat Chatpatanasiri, Boonserm Kijsirikul |
| 2003 | Enhancing SWF for Incremental Association Mining by Itemset Maintenance. | Chia-Hui Chang, Shi-Hsan Yang |
| 2003 | An Efficient Cell-Based Clustering Method for Handling Large, High-Dimensional Data. | Jae-Woo Chang |
| 2003 | Data Mining as an Automated Service. | Paul S. Bradley |