| 2006 | Privacy Preserving Spatio-Temporal Clustering on Horizontally Partitioned Data. | Ali Inan, Ycel Saygin |
| 2006 | ITER: An Algorithm for Predictive Regression Rule Extraction. | Johan Huysmans, Bart Baesens, Jan Vanthienen |
| 2006 | A Method for Feature Selection on Microarray Data Using Support Vector Machine. | Xiao Bing Huang, Jian Tang |
| 2006 | Difference Detection Between Two Contrast Sets. | Huijing Huang, Yongsong Qin, Xiaofeng Zhu, Jilian Zhang, Shichao Zhang |
| 2006 | COBRA: Closed Sequential Pattern Mining Using Bi-phase Reduction Approach. | Kuo-Yu Huang, Chia-Hui Chang, Jiun-Hung Tung, Cheng-Tao Ho |
| 2006 | Optimized Rule Mining Through a Unified Framework for Interestingness Measures. | Cline Hbert, Bruno Crmilleux |
| 2006 | Two New Techniques for Hiding Sensitive Itemsets and Their Empirical Evaluation. | Ahmed HajYasien, Vladimir Estivill-Castro |
| 2006 | Calculation of Density-Based Clustering Parameters Supported with Distributed Processing. | Marcin Gorawski, Rafal Malczok |
| 2006 | Automatic Image Annotation by Mining the Web. | Zhiguo Gong, Qian Liu, Jingbai Zhang |
| 2006 | Classification of Hidden Network Streams. | Matthew Gebski, Alex Penev, Raymond K. Wong |
| 2006 | EGEA : A New Hybrid Approach Towards Extracting Reduced Generic Association Rule Set (Application to AML Blood Cancer Therapy). | Mohamed Amir Esseghir, Ghada Gasmi, Sadok Ben Yahia, Yahya Slimani |
| 2006 | Adaptive Load Shedding for Mining Frequent Patterns from Data Streams. | Xuan-Hong Dang, Wee Keong Ng, Kok-Leong Ong |
| 2006 | EStream: Online Mining of Frequent Sets with Precise Error Guarantee. | Xuan-Hong Dang, Wee Keong Ng, Kok-Leong Ong |
| 2006 | A Hierarchy-Driven Compression Technique for Advanced OLAP Visualization of Multidimensional Data Cubes. | Alfredo Cuzzocrea, Domenico Sacc, Paolo Serafino |
| 2006 | Data Warehouses in Grids with High QoS. | Rogrio Lus de Carvalho Costa, Pedro Furtado |
| 2006 | An Information-Theoretic Framework for Process Structure and Data Mining. | Antonio D. Chiaravalloti, Gianluigi Greco, Antonella Guzzo, Luigi Pontieri |
| 2006 | Learning Classifiers from Distributed, Ontology-Extended Data Sources. | Doina Caragea, Jun Zhang, Jyotishman Pathak, Vasant G. Honavar |
| 2006 | Discovering Semantic Sibling Associations from Web Documents with XTREEM-SP. | Marko Brunzel, Myra Spiliopoulou |
| 2006 | GARC: A New Associative Classification Approach. | Ines Bouzouita, Samir Elloumi, Sadok Ben Yahia |
| 2006 | A Greedy Approach to Concurrent Processing of Frequent Itemset Queries. | Pawel Boinski, Marek Wojciechowski, Maciej Zakrzewicz |
| 2006 | Mining Direct Marketing Data by Ensembles of Weak Learners and Rough Set Methods. | Jerzy Blaszczynski, Krzysztof Dembczynski, Wojciech Kotlowski, Mariusz Pawlowski |
| 2006 | Analysing Multi-dimensional Data Across Autonomous Data Warehouses. | Stefan Berger, Michael Schrefl |
| 2006 | Integrating Different Grain Levels in a Medical Data Warehouse Federation. | Marko Banek, A Min Tjoa, Nevena Stolba |
| 2006 | Towards Multidimensional Requirement Design. | Estella Annoni, Franck Ravat, Olivier Teste, Gilles Zurfluh |
| 2006 | AISS: An Index for Non-timestamped Set Subsequence Queries. | Witold Andrzejewski, Tadeusz Morzy |