| 2005 | A Data Analysis Approach for Evaluating the Behavior of Interestingness Measures. | Hiep Xuan Huynh, Fabrice Guillet, Henri Briand |
| 2005 | Automatic Extraction of Proteins and Their Interactions from Biological Text. | Kiho Hong, Junhyung Park, Jihoon Yang, Eunok Paek |
| 2005 | Mining Frequent | Cline Hbert, Bruno Crmilleux |
| 2005 | Cross-Language Mining for Acronyms and Their Completions from the Web. | Udo Hahn, Philipp Daumke, Stefan Schulz, Kornl G. Mark |
| 2005 | A Semantic Enrichment of Data Tables Applied to Food Risk Assessment. | Hlne Gagliardi, Ollivier Haemmerl, Nathalie Pernelle, Fatiha Sas |
| 2005 | Assisting Scientific Discovery with an Adaptive Problem Solver. | Christopher Dartnell, Jean Sallantin |
| 2005 | A Bare Bones Approach to Literature-Based Discovery: An Analysis of the Raynaud's/Fish-Oil and Migraine-Magnesium Discoveries in Semantic Space. | Richard J. Cole II, Peter Bruza |
| 2005 | Training Support Vector Machines via SMO-Type Decomposition Methods. | Pai-Hsuen Chen, Rong-En Fan, Chih-Jen Lin |
| 2005 | Bias Management of Bayesian Network Classifiers. | Gladys Castillo, Joo Gama |
| 2005 | Algorithms and Software for Collaborative Discovery from Autonomous, Semantically Heterogeneous, Distributed Information Sources. | Doina Caragea, Jun Zhang, Jie Bao, Jyotishman Pathak, Vasant G. Honavar |
| 2005 | Named Entity Recognition for the Indonesian Language: Combining Contextual, Morphological and Part-of-Speech Features into a Knowledge Engineering Approach. | Indra Budi, Stphane Bressan, Gatot Wahyudi, Zainal Arifin Hasibuan, Bobby A. A. Nazief |
| 2005 | Invention and Artificial Intelligence. | Gary Bradshaw |
| 2005 | Practical Algorithms for Pattern Based Linear Regression. | Hideo Bannai, Kohei Hatano, Shunsuke Inenaga, Masayuki Takeda |
| 2005 | Self-generation of Control Rules Using Hierarchical and Nonhierarchical Clustering for Coagulant Control of Water Treatment Plants. | Hyeon Bae, Sungshin Kim, Yejin Kim, Changwon Kim |
| 2004 | CorClass: Correlated Association Rule Mining for Classification. | Albrecht Zimmermann, Luc De Raedt |
| 2004 | Resemblance Coefficient and a Quantum Genetic Algorithm for Feature Selection. | Gexiang Zhang, Laizhao Hu, Weidong Jin |
| 2004 | DHT Facilitated Web Service Discovery Incorporating Semantic Annotation. | Shoujian Yu, Jianwei Liu, Jiajin Le |
| 2004 | A Structuralist Approach Towards Computational Scientific Discovery. | Charles-David Wajnberg, Vincent Corruble, Jean-Gabriel Ganascia, Carlos Ulises Moulines |
| 2004 | A Clustering of Interestingness Measures. | Benot Vaillant, Philippe Lenca, Stphane Lallich |
| 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 | Extracting Minimal and Closed Monotone DNF Formulas. | Yoshikazu Shima, Shinji Mitsuishi, Kouichi Hirata, Masateru Harao |
| 2004 | Extracting Positive Attributions from Scientific Papers. | Son Bao Pham, Achim G. Hoffmann |
| 2004 | A Methodology for Biologically Relevant Pattern Discovery from Gene Expression Data. | Ruggero G. Pensa, Jrmy Besson, Jean-Franois Boulicaut |
| 2004 | Constructive Inductive Learning Based on Meta-attributes. | Kouzou Ohara, Yukio Onishi, Noboru Babaguchi, Hiroshi Motoda |