| 2006 | Simulated Annealing Algorithm with Biased Neighborhood Distribution for Training Profile Models. | Anton Bezuglov, Juan E. Vargas |
| 2006 | Supporting Visual Exploration of Discovered Association Rules Through Multi-Dimensional Scaling. | Margherita Berardi, Annalisa Appice, Corrado Loglisci, Pietro Leo |
| 2006 | Mining Tolerance Regions with Model Trees. | Annalisa Appice, Michelangelo Ceci |
| 2006 | A Verifiable Logic-Based Agent Architecture. | Marco Alberti, Federico Chesani, Marco Gavanelli, Evelina Lamma, Paola Mello |
| 2006 | Evaluating Learning Algorithms for a Rule Evaluation Support Method Based on Objective Rule Evaluation Indices. | Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi |
| 2005 | Efficient Causal Interaction Learning with Applications in Microarray. | Yong Ye, Xintao Wu |
| 2005 | Subsystem Based Generalizations of Rough Set Approximations. | Yiyu Yao, Yaohua Chen |
| 2005 | A Distance-Based Algorithm for Clustering Database User Sessions. | Qingsong Yao, Aijun An, Xiangji Huang |
| 2005 | Statistical Database Modeling for Privacy Preserving Database Generation. | Xintao Wu, Yongge Wang, Yuliang Zheng |
| 2005 | Extracting Emotions from Music Data. | Alicja Wieczorkowska, Piotr Synak, Rory A. Lewis, Zbigniew W. Ras |
| 2005 | A Data Model Based on Paraconsistent Intuitionistic Fuzzy Relations. | Haibin Wang, Rajshekhar Sunderraman |
| 2005 | Visualization of Similarities and Dissimilarities in Rules Using Multidimensional Scaling. | Shusaku Tsumoto, Shoji Hirano |
| 2005 | Statistical Independence from the Viewpoint of Linear Algebra. | Shusaku Tsumoto |
| 2005 | Modelling Good Entry Pages on the Web. | Theodora Tsikrika, Mounia Lalmas |
| 2005 | User-Interest-Based Document Filtering via Semi-supervised Clustering. | Na Tang, V. Rao Vemuri |
| 2005 | Cooperative Query Answering for RDF. | Adrian Tanasescu |
| 2005 | An Intelligent System for Assisting Elderly People. | Alberto Tablado, Arantza Illarramendi, Miren I. Bags, Jess Bermdez, Alfredo Goi |
| 2005 | Anomaly Detection in Computer Security and an Application to File System Accesses. | Salvatore J. Stolfo, Shlomo Hershkop, Linh H. Bui, Ryan Ferster, Ke Wang |
| 2005 | Adapting the Object Role Modelling Method for Ontology Modelling. | Peter Spyns |
| 2005 | Association Reducts: A Framework for Mining Multi-attribute Dependencies. | Dominik Slezak |
| 2005 | Anticipatory Agents Based on Anticipatory Reasoning. | Feng Shang, Jingde Cheng |
| 2005 | CSI: Clustered Segment Indexing for Efficient Approximate Searching on the Secondary Structure of Protein Sequences. | Minkoo Seo, Sanghyun Park, Jung-Im Won |
| 2005 | A Dynamic Adaptive Sampling Algorithm (DASA) for Real World Applications: Finger Print Recognition and Face Recognition. | Ashwin Satyanarayana, Ian Davidson |
| 2005 | Estimation of the Density of Datasets with Decision Diagrams. | Ansaf Salleb, Christel Vrain |
| 2005 | Analysis of Textual Data with Multiple Classes. | Shigeaki Sakurai, Chong Goh, Ryohei Orihara |