| 2006 | Triangulation of Bayesian Networks Using an Adaptive Genetic Algorithm. | Hao Wang, Kui Yu, Xindong Wu, Hongliang Yao |
| 2006 | Improving SVM Training by Means of NTIL When the Data Sets Are Imbalanced. | Carlos E. Vivaracho |
| 2006 | Action Rules Discovery System DEAR_3. | Li-Shiang Tsay, Zbigniew W. Ras |
| 2006 | Flexible Querying of an Intelligent Information System for EU Joint Project Proposals in a Specific Topic. | Stefan Trausan-Matu, Ruxandra Bantea, Vlad Posea, Diana Petrescu, Alexandru Gartner |
| 2006 | Genetic Algorithm Based Approach for Multi-UAV Cooperative Reconnaissance Mission Planning Problem. | Jing Tian, Lincheng Shen, Yanxing Zheng |
| 2006 | Optimisation and Evaluation of Random Forests for Imbalanced Datasets. | Julien Thomas, Pierre-Emmanuel Jouve, Nicolas Nicoloyannis |
| 2006 | Flexible Querying of XML Documents. | Krishnaprasad Thirunarayan, Trivikram Immaneni |
| 2006 | Adding Efficient Data Management to Logic Programming Systems. | Giorgio Terracina, Nicola Leone, Vincenzino Lio, Claudio Panetta |
| 2006 | Classification of Polish Email Messages: Experiments with Various Data Representations. | Jerzy Stefanowski, Marcin Zienkowicz |
| 2006 | Lifecycle Knowledge Management: Getting the Semantics Across in X-Media. | Steffen Staab, Thomas Franz, Olaf Grlitz, Carsten Saathoff, Simon Schenk, Sergej Sizov |
| 2006 | Regularization for Unsupervised Classification on Taxonomies. | Diego Sona, Sriharsha Veeramachaneni, Nicola Polettini, Paolo Avesani |
| 2006 | Hypothesis Diversity in Ensemble Classification. | Lorenza Saitta |
| 2006 | Integration of Graph Based Authorization Policies. | Chun Ruan, Vijay Varadharajan |
| 2006 | Implication Strength of Classification Rules. | Gilbert Ritschard, Djamel A. Zighed |
| 2006 | Action Rules Discovery, a New Simplified Strategy. | Zbigniew W. Ras, Agnieszka Dardzinska |
| 2006 | A Conditional Model for Tonal Analysis. | Daniele Paolo Radicioni, Roberto Esposito |
| 2006 | A Methodological Contribution to Music Sequences Analysis. | Daniele Paolo Radicioni, Marco Botta |
| 2006 | Employee Profiling in the Total Reward Management. | Silverio Petruzzellis, Oriana Licchelli, Ignazio Palmisano, Valeria Bavaro, Cosimo Palmisano |
| 2006 | Towards Constrained Co-clustering in Ordered 0/1 Data Sets. | Ruggero G. Pensa, Cline Robardet, Jean-Franois Boulicaut |
| 2006 | Mining Association Rules in Temporal Document Collections. | Kjetil Nrvg, Trond ivind Eriksen, Kjell-Inge Skogstad |
| 2006 | The Consistent Data Replication Service for Distributed Computing Environments. | Jaechun No, Chang Won Park, Sung-Soon Park |
| 2006 | Improving SVM-Linear Predictions Using CART for Example Selection. | Joo Mendes-Moreira, Alpio Mrio Jorge, Carlos Soares, Jorge Freire de Sousa |
| 2006 | Using Intelligent Agents in e-Government for Supporting Decision Making About Service Proposals. | Pasquale De Meo, Giovanni Quattrone, Domenico Ursino |
| 2006 | Asymmetric Page Split Generalized Index Search Trees for Formal Concept Analysis. | Ben Martin, Peter W. Eklund |
| 2006 | Play It Again: A Case-Based Approach to Expressivity-Preserving Tempo Transformations in Music. | Ramn Lpez de Mntaras |