| 2005 | Personalized Peer Filtering for a Dynamic Information Push. | Melanie Gnasa, Sascha Alda, Nadir Gl, Armin B. Cremers |
| 2005 | Learning Profiles Based on Hierarchical Hidden Markov Model. | Ugo Galassi, Attilio Giordana, Lorenza Saitta, Marco Botta |
| 2005 | Bitmap Index-Based Decision Trees. | Ccile Favre, Fadila Bentayeb |
| 2005 | Semantic-Based Access to Digital Document Databases. | Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro |
| 2005 | On Autonomous k-Means Clustering. | Tapio Elomaa, Heidi Koivistoinen |
| 2005 | Using Supervised Clustering to Enhance Classifiers. | Christoph F. Eick, Nidal M. Zeidat |
| 2005 | A Logic Approach for LTL System Modification. | Yulin Ding, Yan Zhang |
| 2005 | Efficient Learning of Pseudo-Boolean Functions from Limited Training Data. | Guoli Ding, Jianhua Chen, Robert F. Lax, Peter P. Chen |
| 2005 | SARM - Succinct Association Rule Mining: An Approach to Enhance Association Mining. | Jitender S. Deogun, Liying Jiang |
| 2005 | The Chisholm Paradox and the Situation Calculus. | Robert Demolombe, Maria del Pilar Pozos Parra |
| 2005 | Identifying Content Blocks from Web Documents. | Sandip Debnath, Prasenjit Mitra, C. Lee Giles |
| 2005 | Getting Computers to See Information Graphics So Users Do Not Have to. | Daniel Chester, Stephanie Elzer |
| 2005 | Scalable Inductive Learning on Partitioned Data. | Qijun Chen, Xindong Wu, Xingquan Zhu |
| 2005 | A Machine Text-Inspired Machine Learning Approach for Identification of Transmembrane Helix Boundaries. | Betty Yee Man Cheng, Jaime G. Carbonell, Judith Klein-Seetharaman |
| 2005 | Catching the Picospams. | Matthew Chang, Chung Keung Poon |
| 2005 | Learning the Daily Model of Network Traffic. | Costantina Caruso, Donato Malerba, Davide Papagni |
| 2005 | Agent-Based Home Simulation and Control. | Berardina De Carolis, Giovanni Cozzolongo, Sebastiano Pizzutilo, Vito Leonardo Plantamura |
| 2005 | Frequent Pattern Mining with Preferences-Utility Functions Approach. | Elena Braynova, Hemant Pendharkar |
| 2005 | On the Approximate Division of Fuzzy Relations. | Patrick Bosc, Olivier Pivert, Daniel Rocacher |
| 2005 | Using Self-Adaptable Probes for Dynamic Parameter Control of Parallel Evolutionary Algorithms. | Xavier Bonnaire, Mara Cristina Riff Rojas |
| 2005 | Methodologies for Automated Telephone Answering. | Alan W. Biermann, R. Bryce Inouye, Ashley McKenzie |
| 2005 | Experimental Analysis of the Q-Matrix Method in Knowledge Discovery. | Tiffany Barnes, Donald L. Bitzer, Mladen A. Vouk |
| 2005 | Automatic Determination of the Number of Fuzzy Clusters Using Simulated Annealing with Variable Representation. | Sanghamitra Bandyopadhyay |
| 2005 | Mining and Filtering Multi-level Spatial Association Rules with ARES. | Annalisa Appice, Margherita Berardi, Michelangelo Ceci, Donato Malerba |
| 2005 | On Automatic Modeling and Use of Domain-Specific Ontologies. | Troels Andreasen, Henrik Bulskov, Rasmus Knappe |