| 2004 | Mining Negative Rules Using GRD. | Dhananjay R. Thiruvady, Geoffrey I. Webb |
| 2004 | Finding Negative Event-Oriented Patterns in Long Temporal Sequences. | Xingzhi Sun, Maria E. Orlowska, Xue Li |
| 2004 | Condensed Representation of Emerging Patterns. | Arnaud Soulet, Bruno Crmilleux, Franois Rioult |
| 2004 | A Metric Approach to Building Decision Trees Based on Goodman-Kruskal Association Index. | Dan A. Simovici, Szymon Jaroszewicz |
| 2004 | Conceptual Mining of Large Administrative Health Data. | Tatiana Semenova, Markus Hegland, Warwick Graco, Graham J. Williams |
| 2004 | Exploiting Recurring Usage Patterns to Enhance Filesystem and Memory Subsystem Performance. | Benjamin Rutt, Srinivasan Parthasarathy |
| 2004 | Mining Term Association Rules for Heuristic Query Construction. | Zhenxing Qin, Li Liu, Shichao Zhang |
| 2004 | Constraint-Based Graph Clustering through Node Sequencing and Partitioning. | Yu Qian, Kang Zhang, Wei Lai |
| 2004 | AutoSplit: Fast and Scalable Discovery of Hidden Variables in Stream and Multimedia Databases. | Jia-Yu Pan, Hiroyuki Kitagawa, Christos Faloutsos, Masafumi Hamamoto |
| 2004 | Secure Association Rule Sharing. | Stanley R. M. Oliveira, Osmar R. Zaane, Ycel Saygin |
| 2004 | Adaptive Clustering for Network Intrusion Detection. | Joshua Oldmeadow, Siddarth Ravinutala, Christopher Leckie |
| 2004 | Peculiarity Oriented Analysis in Multi-people Tracking Images. | Muneaki Ohshima, Ning Zhong, Yiyu Yao, Shinichi Murata |
| 2004 | Discovery of Maximally Frequent Tag Tree Patterns with Contractible Variables from Semistructured Documents. | Tetsuhiro Miyahara, Yusuke Suzuki, Takayoshi Shoudai, Tomoyuki Uchida, Kenichi Takahashi, Hiroaki Ueda |
| 2004 | Separating Structure from Interestingness. | Taneli Mielikinen |
| 2004 | Combining Clustering with Moving Sequential Pattern Mining: A Novel and Efficient Technique. | Shuai Ma, Shiwei Tang, Dongqing Yang, Tengjiao Wang, Jinqiang Han |
| 2004 | Compact Dual Ensembles for Active Learning. | Amit Mandvikar, Huan Liu, Hiroshi Motoda |
| 2004 | Rules Discovery from Cross-Sectional Short-Length Time Series. | Kedong Luo, Jianmin Wang, Jia-Guang Sun |
| 2004 | Data Mining Proxy: Serving Large Number of Users for Efficient Frequent Itemset Mining. | Zhiheng Li, Jeffrey Xu Yu, Hongjun Lu, Yabo Xu, Guimei Liu |
| 2004 | Spectral Energy Minimization for Semi-supervised Learning. | Chun Hung Li, Zhi-Li Wu |
| 2004 | A New Data Mining Method Using Organizational Coevolutionary Mechanism. | Jing Liu, Weicai Zhong, Fang Liu, Licheng Jiao |
| 2004 | Applying Association Rules for Interesting Recommendations Using Rule Templates. | Jiye Li, Bin Tang, Nick Cercone |
| 2004 | A Tree-Based Approach to the Discovery of Diagnostic Biomarkers for Ovarian Cancer. | Jinyan Li, Kotagiri Ramamohanarao |
| 2004 | Spectral Analysis of Text Collection for Similarity-Based Clustering. | Wenyuan Li, Wee Keong Ng, Ee-Peng Lim |
| 2004 | Identifying Markov Blankets Using Lasso Estimation. | Gang Li, Honghua Dai, Yiqing Tu |
| 2004 | A Conditional Probability Distribution-Based Dissimilarity Measure for Categorial Data. | Si Quang Le, Tu Bao Ho |