| 2005 | A Data Model Based on Paraconsistent Intuitionistic Fuzzy Relations. Haibin Wang, Rajshekhar Sunderraman |
| 2005 | A Distance-Based Algorithm for Clustering Database User Sessions. Qingsong Yao, Aijun An, Xiangji Huang |
| 2005 | A Dynamic Adaptive Sampling Algorithm (DASA) for Real World Applications: Finger Print Recognition and Face Recognition. Ashwin Satyanarayana, Ian Davidson |
| 2005 | A Filter Feature Selection Method for Clustering. Pierre-Emmanuel Jouve, Nicolas Nicoloyannis |
| 2005 | A Logic Approach for LTL System Modification. Yulin Ding, Yan Zhang |
| 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 | A Probabilistic Approach to Finding Geometric Objects in Spatial Datasets of the Milky Way. Jonathan T. Purnell, Malik Magdon-Ismail, Heidi Jo Newberg |
| 2005 | A Query Expression and Processing Technique for an XML Search Engine. Wol-Young Lee, Hwan-Seung Yong |
| 2005 | A Softened Formulation of Inductive Learning and Its Use for Coronary Disease Data. Janusz Kacprzyk, Grazyna Szkatula |
| 2005 | ARGUS: Rete + DBMS = Efficient Persistent Profile Matching on Large-Volume Data Streams. Chun Jin, Jaime G. Carbonell, Philip J. Hayes |
| 2005 | Adapting the Object Role Modelling Method for Ontology Modelling. Peter Spyns |
| 2005 | Agent-Based Home Simulation and Control. Berardina De Carolis, Giovanni Cozzolongo, Sebastiano Pizzutilo, Vito Leonardo Plantamura |
| 2005 | Aggregates and Preferences in Logic Programming. Sergio Greco, Irina Trubitsyna, Ester Zumpano |
| 2005 | An Intelligent System for Assisting Elderly People. Alberto Tablado, Arantza Illarramendi, Miren I. Bagüés, Jesús Bermúdez, Alfredo Goñi |
| 2005 | Analysis of Textual Data with Multiple Classes. Shigeaki Sakurai, Chong Goh, Ryohei Orihara |
| 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 | Anticipatory Agents Based on Anticipatory Reasoning. Feng Shang, Jingde Cheng |
| 2005 | Association Reducts: A Framework for Mining Multi-attribute Dependencies. Dominik Slezak |
| 2005 | Automatic Determination of the Number of Fuzzy Clusters Using Simulated Annealing with Variable Representation. Sanghamitra Bandyopadhyay |
| 2005 | Bitmap Index-Based Decision Trees. Cécile Favre, Fadila Bentayeb |
| 2005 | Building the Data Warehouse of Frequent Itemsets in the DWFIST Approach. Rodrigo Salvador Monteiro, Geraldo Zimbrao, Holger Schwarz, Bernhard Mitschang, Jano Moreira de Souza |
| 2005 | CSI: Clustered Segment Indexing for Efficient Approximate Searching on the Secondary Structure of Protein Sequences. Minkoo Seo, Sanghyun Park, Jung-Im Won |
| 2005 | Catching the Picospams. Matthew Chang, Chung Keung Poon |
| 2005 | Clustering Time-Series Medical Databases Based on the Improved Multiscale Matching. Shoji Hirano, Shusaku Tsumoto |
| 2005 | Cooperative Query Answering for RDF. Adrian Tanasescu |
| 2005 | Data Protection in Distributed Database Systems. Chun Ruan, Vijay Varadharajan |
| 2005 | Discovering Partial Periodic Sequential Association Rules with Time Lag in Multiple Sequences for Prediction. Dan Li, Jitender S. Deogun |
| 2005 | Duality in Knowledge Compilation Techniques. Neil V. Murray, Erik Rosenthal |
| 2005 | Efficient Causal Interaction Learning with Applications in Microarray. Yong Ye, Xintao Wu |
| 2005 | Efficient Learning of Pseudo-Boolean Functions from Limited Training Data. Guoli Ding, Jianhua Chen, Robert F. Lax, Peter P. Chen |
| 2005 | Estimation of the Density of Datasets with Decision Diagrams. Ansaf Salleb, Christel Vrain |
| 2005 | Evaluation of Two Systems on Multi-class Multi-label Document Classification. Xiao Luo, Nur Zincir-Heywood |
| 2005 | Experimental Analysis of the Q-Matrix Method in Knowledge Discovery. Tiffany Barnes, Donald L. Bitzer, Mladen A. Vouk |
| 2005 | Extracting Emotions from Music Data. Alicja Wieczorkowska, Piotr Synak, Rory A. Lewis, Zbigniew W. Ras |
| 2005 | Failing Queries in Distributed Autonomous Information System. Zbigniew W. Ras, Agnieszka Dardzinska |
| 2005 | Flexible Pattern Discovery with (Extended) Disjunctive Logic Programming. Luigi Palopoli, Simona E. Rombo, Giorgio Terracina |
| 2005 | Foundations of Intelligent Systems, 15th International Symposium, ISMIS 2005, Saratoga Springs, NY, USA, May 25-28, 2005, Proceedings Mohand-Said Hacid, Neil V. Murray, Zbigniew W. Ras, Shusaku Tsumoto |
| 2005 | Frequent Pattern Mining with Preferences-Utility Functions Approach. Elena Braynova, Hemant Pendharkar |
| 2005 | Getting Computers to See Information Graphics So Users Do Not Have to. Daniel Chester, Stephanie Elzer |
| 2005 | Identifying Content Blocks from Web Documents. Sandip Debnath, Prasenjit Mitra, C. Lee Giles |
| 2005 | Incremental Collaborative Filtering for Highly-Scalable Recommendation Algorithms. Manos Papagelis, Ioannis Rousidis, Dimitris Plexousakis, Elias Theoharopoulos |
| 2005 | Intelligent Information Retrieval for Web-Based Design Data Repository. Huijae Lee, Sang Bong Yoo |
| 2005 | Interactive SOM-Based Gene Grouping: An Approach to Gene Expression Data Analysis. Alicja Gruzdz, Aleksandra Ihnatowicz, Dominik Slezak |
| 2005 | Learning Profiles Based on Hierarchical Hidden Markov Model. Ugo Galassi, Attilio Giordana, Lorenza Saitta, Marco Botta |
| 2005 | Learning the Daily Model of Network Traffic. Costantina Caruso, Donato Malerba, Davide Papagni |
| 2005 | Logical Data Independence Reconsidered (Extended Abstract). James J. Lu |
| 2005 | Methodologies for Automated Telephone Answering. Alan W. Biermann, R. Bryce Inouye, Ashley McKenzie |
| 2005 | Mining and Filtering Multi-level Spatial Association Rules with ARES. Annalisa Appice, Margherita Berardi, Michelangelo Ceci, Donato Malerba |
| 2005 | Mining the Semantic Web: A Logic-Based Methodology. Francesca A. Lisi, Floriana Esposito |
| 2005 | Model-Based Cluster Analysis for Web Users Sessions. George Pallis, Lefteris Angelis, Athena Vakali |
| 2005 | Modelling Good Entry Pages on the Web. Theodora Tsikrika, Mounia Lalmas |
| 2005 | Multi-strategy Instance Selection in Mining Chronic Hepatitis Data. Masatoshi Jumi, Einoshin Suzuki, Muneaki Ohshima, Ning Zhong, Hideto Yokoi, Katsuhiko Takabayashi |
| 2005 | Normal Forms for Knowledge Compilation. Reiner Hähnle, Neil V. Murray, Erik Rosenthal |
| 2005 | On Automatic Modeling and Use of Domain-Specific Ontologies. Troels Andreasen, Henrik Bulskov, Rasmus Knappe |
| 2005 | On Autonomous k-Means Clustering. Tapio Elomaa, Heidi Koivistoinen |
| 2005 | On the Approximate Division of Fuzzy Relations. Patrick Bosc, Olivier Pivert, Daniel Rocacher |
| 2005 | Personalized Peer Filtering for a Dynamic Information Push. Melanie Gnasa, Sascha Alda, Nadir Gül, Armin B. Cremers |
| 2005 | Robust Inference of Bayesian Networks Using Speciated Evolution and Ensemble. Kyung-Joong Kim, Ji-Oh Yoo, Sung-Bae Cho |
| 2005 | SARM - Succinct Association Rule Mining: An Approach to Enhance Association Mining. Jitender S. Deogun, Liying Jiang |
| 2005 | Scalable Inductive Learning on Partitioned Data. Qijun Chen, Xindong Wu, Xingquan Zhu |
| 2005 | Semantic-Based Access to Digital Document Databases. Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro |
| 2005 | Some Theoretical Properties of Mutual Information for Student Assessments in Intelligent Tutoring Systems. Chao-Lin Liu |
| 2005 | Statistical Database Modeling for Privacy Preserving Database Generation. Xintao Wu, Yongge Wang, Yuliang Zheng |
| 2005 | Statistical Independence from the Viewpoint of Linear Algebra. Shusaku Tsumoto |
| 2005 | Subsystem Based Generalizations of Rough Set Approximations. Yiyu Yao, Yaohua Chen |
| 2005 | The Chisholm Paradox and the Situation Calculus. Robert Demolombe, Maria del Pilar Pozos Parra |
| 2005 | Towards Ad-Hoc Rule Semantics for Gene Expression Data. Marie Agier, Jean-Marc Petit, Einoshin Suzuki |
| 2005 | Uncertain Knowledge Gathering: An Evolutionary Approach. Dennis Hooijmaijers, Damien Bright |
| 2005 | User-Interest-Based Document Filtering via Semi-supervised Clustering. Na Tang, V. Rao Vemuri |
| 2005 | Using Self-Adaptable Probes for Dynamic Parameter Control of Parallel Evolutionary Algorithms. Xavier Bonnaire, María Cristina Riff Rojas |
| 2005 | Using Supervised Clustering to Enhance Classifiers. Christoph F. Eick, Nidal M. Zeidat |
| 2005 | Visualization of Similarities and Dissimilarities in Rules Using Multidimensional Scaling. Shusaku Tsumoto, Shoji Hirano |