| 2004 | Outlier Handling in the Neighbourhood-Based Learning of a Continuous Class. | Fabrice Muhlenbach, Stphane Lallich, Djamel A. Zighed |
| 2004 | Privacy Problems with Anonymized Transaction Databases. | Taneli Mielikinen |
| 2004 | Measuring the Similarity for Heterogenous Data: An Ordered Probability-Based Approach. | Si Quang Le, Tu Bao Ho |
| 2004 | Discovery of Hidden Similarity on Collaborative Filtering to Overcome Sparsity Problem. | Sanghack Lee, Jihoon Yang, Sung-Yong Park |
| 2004 | Fast Hierarchical Clustering Algorithm Using Locality-Sensitive Hashing. | Hisashi Koga, Tetsuo Ishibashi, Toshinori Watanabe |
| 2004 | A New Clustering Algorithm Based On Cluster Validity Indices. | Minho Kim, R. S. Ramakrishna |
| 2004 | Product Recommendation in e-Commerce Using Direct and Indirect Confidence for Historical User Sessions. | Przemyslaw Kazienko |
| 2004 | Extracting Modal Implications and Equivalences from Cognitive Minds. | Radoslaw P. Katarzyniak |
| 2004 | Predictive Graph Mining. | Andreas Karwath, Luc De Raedt |
| 2004 | Generating AVTs Using GA for Learning Decision Tree Classifiers with Missing Data. | Jinu Joo, Jun Zhang, Jihoon Yang, Vasant G. Honavar |
| 2004 | Finding Optimal Pairs of Cooperative and Competing Patterns with Bounded Distance. | Shunsuke Inenaga, Hideo Bannai, Heikki Hyyr, Ayumi Shinohara, Masayuki Takeda, Kenta Nakai, Satoru Miyano |
| 2004 | Discovering Relationships Among Catalogs. | Ryutaro Ichise, Masahiro Hamasaki, Hideaki Takeda |
| 2004 | Using WWW-Distribution of Words in Detecting Peculiar Web Pages. | Masayuki Hirose, Einoshin Suzuki |
| 2004 | Tiling Databases. | Floris Geerts, Bart Goethals, Taneli Mielikinen |
| 2004 | A Useful System Prototype for Intrusion Detection - Architecture and Experiments. | Ye Du, Huiqiang Wang, Yonggang Pang |
| 2004 | Enhancing SVM with Visualization.. | Thanh-Nghi Do, Franois Poulet |
| 2004 | Reasoning-Based Knowledge Extraction for Text Classification.. | Chiara Cumbo, Salvatore Iiritano, Pasquale Rullo |
| 2004 | Mining Noisy Data Streams via a Discriminative Model. | Fang Chu, Yizhou Wang, Carlo Zaniolo |
| 2004 | Maximum a Posteriori Tree Augmented Naive Bayes Classifiers. | Jess Cerquides, Ramn Lpez de Mntaras |
| 2004 | Using the Computer to Study the Dynamics of the Handwriting Processes. | Gilles Caporossi, Denis Alamargot, David Chesnet |
| 2004 | On the Convergence of Incremental Knowledge Base Construction.. | Tri M. Cao, Eric Martin, Paul Compton |
| 2004 | Analysing the Trade-Off Between Comprehensibility and Accuracy in Mimetic Models. | Ricardo Blanco-Vega, Jos Hernndez-Orallo, M. Jos Ramrez-Quintana |
| 2004 | Characterizations of Multivalued Dependencies and Related Expressions. | Jos L. Balczar, Jaume Baixeries |
| 2004 | Seamlessly Supporting Combined Knowledge Discovery and Query Answering: A Case Study. | Marcelo A. T. Arago, Alvaro A. A. Fernandes |
| 2004 | Optimal Discovery of Subword Associations in Strings. | Alberto Apostolico, Cinzia Pizzi, Giorgio Satta |