| 2003 | HOT: Hypergraph-Based Outlier Test for Categorical Data. | Li Wei, Weining Qian, Aoying Zhou, Wen Jin, Jeffrey Xu Yu |
| 2003 | DBRS: A Density-Based Spatial Clustering Method with Random Sampling. | Xin Wang, Howard J. Hamilton |
| 2003 | Trends and Challenges in the Industrial Applications of KDD. | Ramasamy Uthurusamy |
| 2003 | Finding Event-Oriented Patterns in Long Temporal Sequences. | Xingzhi Sun, Maria E. Orlowska, Xiaofang Zhou |
| 2003 | A New Restricted Bayesian Network Classifier. | Hongbo Shi, Zhihai Wang, Geoffrey I. Webb, Houkuan Huang |
| 2003 | Fast Pattern Selection for Support Vector Classifiers. | Hyunjung Shin, Sungzoon Cho |
| 2003 | Mining the Customer's Up-To-Moment Preferences for E-commerce Recommendation. | Yi-Dong Shen, Qiang Yang, Zhong Zhang, Hongjun Lu |
| 2003 | Evolutionary Approach for Mining Association Rules on Dynamic Databases. | P. Deepa Shenoy, K. G. Srinivasa, K. R. Venugopal, Lalit M. Patnaik |
| 2003 | Automatic Extraction of Clusters from Hierarchical Clustering Representations. | Jrg Sander, Xuejie Qin, Zhiyong Lu, Nan Niu, Alex Kovarsky |
| 2003 | Predicting Protein Structural Class from Closed Protein Sequences. | N. Rattanakronkul, T. Wattarujeekrit, Kitsana Waiyamai |
| 2003 | Reducing Rule Covers with Deterministic Error Bounds. | Vikram Pudi, Jayant R. Haritsa |
| 2003 | Parallel FP-Growth on PC Cluster. | Iko Pramudiono, Masaru Kitsuregawa |
| 2003 | Learning Rules to Extract Protein Interactions from Biomedical Text. | Tu Minh Phuong, Doheon Lee, Hyung Lee-Kwang |
| 2003 | Large Scale Unstructured Document Classification Using Unlabeled Data and Syntactic Information. | Seong-Bae Park, Byoung-Tak Zhang |
| 2003 | Electricity Based External Similarity of Categorical Attributes. | Christopher R. Palmer, Christos Faloutsos |
| 2003 | Real Time Video Data Mining for Surveillance Video Streams. | Jung-Hwan Oh, JeongKyu Lee, Sanjaykumar Kote |
| 2003 | Optimized Clustering for Anomaly Intrusion Detection. | Sang Hyun Oh, Won Suk Lee |
| 2003 | Mining Frequent Episodes for Relating Financial Events and Stock Trends. | Anny Ng, Ada Wai-Chee Fu |
| 2003 | Extraction of Tag Tree Patterns with Contractible Variables from Irregular Semistructured Data. | Tetsuhiro Miyahara, Yusuke Suzuki, Takayoshi Shoudai, Tomoyuki Uchida, Sachio Hirokawa, Kenichi Takahashi, Hiroaki Ueda |
| 2003 | Position Coded Pre-order Linked WAP-Tree for Web Log Sequential Pattern Mining. | Yi Lu, Christie I. Ezeife |
| 2003 | Step-by-Step Regression: A More Efficient Alternative for Polynomial Multiple Linear Regression in Stream Cube. | Chao Liu, Ming Zhang, Minrui Zheng, Yixin Chen |
| 2003 | Active Feature Selection Using Classes. | Huan Liu, Lei Yu, Manoranjan Dash, Hiroshi Motoda |
| 2003 | Considering Correlation between Variables to Improve Spatiotemporal Forecasting. | Zhigang Li, Liangang Liu, Margaret H. Dunham |
| 2003 | A New Sequential Mining Approach to XML Document Similarity Computation. | Ho-pong Leung, Korris Fu-Lai Chung, Stephen Chi-fai Chan |
| 2003 | Multi-level Clustering and Reasoning about Its Clusters Using Region Connection Calculus. | Ickjai Lee, Mary-Anne Williams |