| 2004 | A Clustering of Interestingness Measures. Benoît Vaillant, Philippe Lenca, Stéphane Lallich |
| 2004 | A Methodology for Biologically Relevant Pattern Discovery from Gene Expression Data. Ruggero G. Pensa, Jérémy Besson, Jean-François Boulicaut |
| 2004 | A New Clustering Algorithm Based On Cluster Validity Indices. Minho Kim, R. S. Ramakrishna |
| 2004 | A Structuralist Approach Towards Computational Scientific Discovery. Charles-David Wajnberg, Vincent Corruble, Jean-Gabriel Ganascia, Carlos Ulises Moulines |
| 2004 | A Useful System Prototype for Intrusion Detection - Architecture and Experiments. Ye Du, Huiqiang Wang, Yonggang Pang |
| 2004 | An Associative Information Retrieval Based on the Dependency of Term Co-occurrence. Mina Akaishi, Ken Satoh, Yuzuru Tanaka |
| 2004 | An Efficient Algorithm for Enumerating Closed Patterns in Transaction Databases. Takeaki Uno, Tatsuya Asai, Yuzo Uchida, Hiroki Arimura |
| 2004 | An Efficient Rules Induction Algorithm for Rough Set Classification. Songbo Tan, Jun Gu |
| 2004 | Analysing the Trade-Off Between Comprehensibility and Accuracy in Mimetic Models. Ricardo Blanco-Vega, José Hernández-Orallo, M. José Ramírez-Quintana |
| 2004 | Characterizations of Multivalued Dependencies and Related Expressions. José L. Balcázar, Jaume Baixeries |
| 2004 | Constructive Inductive Learning Based on Meta-attributes. Kouzou Ohara, Yukio Onishi, Noboru Babaguchi, Hiroshi Motoda |
| 2004 | CorClass: Correlated Association Rule Mining for Classification. Albrecht Zimmermann, Luc De Raedt |
| 2004 | DHT Facilitated Web Service Discovery Incorporating Semantic Annotation. Shoujian Yu, Jianwei Liu, Jiajin Le |
| 2004 | Detecting Outliers via Logical Theories and Its Data Complexity. Fabrizio Angiulli, Gianluigi Greco, Luigi Palopoli |
| 2004 | Discovering Relationships Among Catalogs. Ryutaro Ichise, Masahiro Hamasaki, Hideaki Takeda |
| 2004 | Discovery Science, 7th International Conference, DS 2004, Padova, Italy, October 2-5, 2004, Proceedings Einoshin Suzuki, Setsuo Arikawa |
| 2004 | Discovery of Hidden Similarity on Collaborative Filtering to Overcome Sparsity Problem. Sanghack Lee, Jihoon Yang, Sung-Yong Park |
| 2004 | Enhancing SVM with Visualization.. Thanh-Nghi Do, François Poulet |
| 2004 | Extracting Minimal and Closed Monotone DNF Formulas. Yoshikazu Shima, Shinji Mitsuishi, Kouichi Hirata, Masateru Harao |
| 2004 | Extracting Modal Implications and Equivalences from Cognitive Minds. Radoslaw P. Katarzyniak |
| 2004 | Extracting Positive Attributions from Scientific Papers. Son Bao Pham, Achim G. Hoffmann |
| 2004 | Fast Hierarchical Clustering Algorithm Using Locality-Sensitive Hashing. Hisashi Koga, Tetsuo Ishibashi, Toshinori Watanabe |
| 2004 | Finding Optimal Pairs of Cooperative and Competing Patterns with Bounded Distance. Shunsuke Inenaga, Hideo Bannai, Heikki Hyyrö, Ayumi Shinohara, Masayuki Takeda, Kenta Nakai, Satoru Miyano |
| 2004 | Generating AVTs Using GA for Learning Decision Tree Classifiers with Missing Data. Jinu Joo, Jun Zhang, Jihoon Yang, Vasant G. Honavar |
| 2004 | Improving Prediction of Distance-Based Outliers. Fabrizio Angiulli, Stefano Basta, Clara Pizzuti |
| 2004 | Maximum a Posteriori Tree Augmented Naive Bayes Classifiers. Jesús Cerquides, Ramón López de Mántaras |
| 2004 | Measuring the Similarity for Heterogenous Data: An Ordered Probability-Based Approach. Si Quang Le, Tu Bao Ho |
| 2004 | Mining Noisy Data Streams via a Discriminative Model. Fang Chu, Yizhou Wang, Carlo Zaniolo |
| 2004 | On the Convergence of Incremental Knowledge Base Construction.. Tri M. Cao, Eric Martin, Paul Compton |
| 2004 | Optimal Discovery of Subword Associations in Strings. Alberto Apostolico, Cinzia Pizzi, Giorgio Satta |
| 2004 | Outlier Handling in the Neighbourhood-Based Learning of a Continuous Class. Fabrice Muhlenbach, Stéphane Lallich, Djamel A. Zighed |
| 2004 | Predictive Graph Mining. Andreas Karwath, Luc De Raedt |
| 2004 | Privacy Problems with Anonymized Transaction Databases. Taneli Mielikäinen |
| 2004 | Product Recommendation in e-Commerce Using Direct and Indirect Confidence for Historical User Sessions. Przemyslaw Kazienko |
| 2004 | Reasoning-Based Knowledge Extraction for Text Classification.. Chiara Cumbo, Salvatore Iiritano, Pasquale Rullo |
| 2004 | Resemblance Coefficient and a Quantum Genetic Algorithm for Feature Selection. Gexiang Zhang, Laizhao Hu, Weidong Jin |
| 2004 | Seamlessly Supporting Combined Knowledge Discovery and Query Answering: A Case Study. Marcelo A. T. Aragão, Alvaro A. A. Fernandes |
| 2004 | Tiling Databases. Floris Geerts, Bart Goethals, Taneli Mielikäinen |
| 2004 | Using WWW-Distribution of Words in Detecting Peculiar Web Pages. Masayuki Hirose, Einoshin Suzuki |
| 2004 | Using the Computer to Study the Dynamics of the Handwriting Processes. Gilles Caporossi, Denis Alamargot, David Chesnet |