| ETL Processing |
| ETLDiff: A Semi-automatic Framework for Regression Test of ETL Software / Christian Thomsen ; Torben Bach Pedersen |
| Applying Transformations to Model Driven Data Warehouses / Jose-Norberto Mazon ; Jesus Pardillo ; Juan Trujillo |
| Bulk Loading a Linear Hash File / Davood Rafiei ; Cheng Hu |
| Materialized View |
| Dynamic View Selection for OLAP / Michael Lawrence ; Andrew Rau-Chaplin |
| Preview: Optimizing View Materialization Cost in Spatial Data Warehouses / Songmei Yu ; Vijayalakshmi Atluri ; Nabil Adam |
| Preprocessing for Fast Refreshing Materialized Views in DB2 / Wugang Xu ; Calisto Zuzarte ; Dimitri Theodoratos ; Wenbin Ma |
| Multidimensional Design |
| A Multiversion-Based Multidimensional Model / Franck Ravat ; Olivier Teste ; Gilles Zurfluh |
| Towards Multidimensional Requirement Design / Estella Annoni |
| Multidimensional Design by Examples / Oscar Romero ; Alberto Abello |
| OLAP and Multidimensional Model |
| Extending Visual OLAP for Handling Irregular Dimensional Hierarchies / Svetlana Mansmann ; Marc H. Scholl |
| A Hierarchy-Driven Compression Technique for Advanced OLAP Visualization of Multidimensional Data Cubes / Alfredo Cuzzocrea ; Domenico Sacca ; Paolo Serafino |
| Analysing Multi-dimensional Data Across Autonomous Data Warehouses / Stefan Berger ; Michael Schrefl |
| What Time Is It in the Data Warehouse? / Stefano Rizzi ; Matteo Golfarelli |
| Cubes Processing |
| Computing Iceberg Quotient Cubes with Bounding / Xiuzhen Zhang ; Pauline Lienhua Chou ; Kotagiri Ramamohanarao |
| An Effective Algorithm to Extract Dense Sub-cubes from a Large Sparse Cube / Seok-Lyong Lee |
| On the Computation of Maximal-Correlated Cuboids Cells / Ronnie Alves ; Orlando Belo |
| Data Warehouse Applications |
| Warehousing Dynamic XML Documents / Laura Irina Rusu ; Wenny Rahayu ; David Taniar |
| Integrating Different Grain Levels in a Medical Data Warehouse Federation / Marko Banek ; A Min Tjoa ; Nevena Stolba |
| A Versioning Management Model for Ontology-Based Data Warehouses / Dung Nguyen Xuan ; Ladjel Bellatreche ; Guy Pierra |
| Data Warehouses in Grids with High QoS / Rogerio Luis de Carvalho Costa ; Pedro Furtado |
| Mining Techniques (1) |
| Mining Direct Marketing Data by Ensembles of Weak Learners and Rough Set Methods / Jerzy Blaszczynski ; Krzysztof Dembczynski ; Wojciech Kotlowski ; Mariusz Pawlowski |
| Efficient Mining of Dissociation Rules / Mikolaj Morzy |
| Optimized Rule Mining Through a Unified Framework for Interestingness Measures / Celine Hebert ; Bruno Cremilleux |
| An Information-Theoretic Framework for Process Structure and Data Mining / Antonio D. Chiaravalloti ; Gianluigi Greco ; Antonella Guzzo ; Luigi Pontieri |
| Mining Techniques (2) |
| Mixed Decision Trees: An Evolutionary Approach / Marek Kretowski ; Marek Grzes |
| ITER: An Algorithm for Predictive Regression Rule Extraction / Johan Huysmans ; Bart Baesens ; Jan Vanthienen |
| Cobra: Closed Sequential Pattern Mining Using Bi-phase Reduction Approach / Kuo-Yu Huang ; Chia-Hui Chang ; Jiun-Hung Tung ; Cheng-Tao Ho |
| Frequent Itemsets |
| A Greedy Approach to Concurrent Processing of Frequent Itemset Queries / Pawel Boinski ; Marek Wojciechowski ; Maciej Zakrzewicz |
| Two New Techniques for Hiding Sensitive Itemsets and Their Empirical Evaluation / Ahmed HajYasien ; Vladimir Estivill-Castro |
| EStream: Online Mining of Frequent Sets with Precise Error Guarantee / Xuan Hong Dang ; Wee-Keong Ng ; Kok-Leong Ong |
| Mining Data Streams |
| Granularity Adaptive Density Estimation and on Demand Clustering of Concept-Drifting Data Streams / Weiheng Zhu ; Jian Pei ; Jian Yin ; Yihuang Xie |
| Classification of Hidden Network Streams / Matthew Gebski ; Alex Penev ; Raymond K. Wong |
| Adaptive Load Shedding for Mining Frequent Patterns from Data Streams |
| An Approximate Approach for Mining Recently Frequent Itemsets from Data Streams / Jia-Ling Koh ; Shu-Ning Shin |
| Ontology-Based Mining |
| Learning Classifiers from Distributed, Ontology-Extended Data Sources / Doina Caragea ; Jun Zhang ; Jyotishman Pathak ; Vasant Honavar |
| A Coherent Biomedical Literature Clustering and Summarization Approach Through Ontology-Enriched Graphical Representations / Illhoi Yoo ; Xiaohua Hu ; Il-Yeol Song |
| Automatic Extraction for Creating a Lexical Repository of Abbreviations in the Biomedical Literature / Min Song ; Ki Jung Lee |
| Clustering |
| Priority-Based k-Anonymity Accomplished by Weighted Generalisation Structures / Konrad Stark ; Johann Eder ; Kurt Zatloukal |
| Achieving k-Anonymity by Clustering in Attribute Hierarchical Structures / Jiuyong Li ; Raymond Chi-Wing Wong ; Ada Wai-Chee Fu |
| Calculation of Density-Based Clustering Parameters Supported with Distributed Processing / Marcin Gorawski ; Rafal Malczok |
| Cluster-Based Sampling Approaches to Imbalanced Data Distributions / Show-Jane Yen ; Yue-Shi Lee |
| Advanced Mining Techniques |
| Efficient Mining of Large Maximal Bicliques / Guimei Liu ; Kelvin S.H Sim ; Jinyan Li |
| Automatic Image Annotation by Mining the Web / Zhiguo Gong ; Qian Liu ; Jingbai Zhang |
| Privacy Preserving Spatio-temporal Clustering on Horizontally Partitioned Data / Ali Inan ; Yucel Saygin |
| Association Rules |
| Discovering Semantic Sibling Associations from Web Documents with XTREEM-SP / Marko Brunzel ; Myra Spiliopoulou |
| Difference Detection Between Two Contrast Sets / Hui-jing Huang ; Yongsong Qin ; Xiaofeng Zhu ; Jilian Zhang ; Shichao Zhang |
| EGEA: A New Hybrid Approach Towards Extracting Reduced Generic Association Rule Set (Application to AML Blood Cancer Therapy) / M.A. Esseghir ; G. Gasmi ; Sadok Ben Yahia ; Y. Slimani |
| Miscellaneous Applications |
| AISS: An Index for Non-timestamped Set Subsequence Queries / Witold Andrzejewski ; Tadeusz Morzy |
| A Method for Feature Selection on Microarray Data Using Support Vector Machine / Xiao Bing Huang ; Jian Tang |
| Providing Persistence for Sensor Data Streams by Remote WAL / Hideyuki Kawashima ; Michita Imai ; Yuichiro Anzai |
| Classification |
| Support Vector Machine Approach for Fast Classification / Keivan Kianmehr ; Reda Alhajj |
| Document Representations for Classification of Short Web-Page Descriptions / Milos Radovanovic ; Mirjana Ivanovic |
| GARC: A New Associative Classification Approach / Ines Bouzouita ; Samir Elloumi |
| Conceptual Modeling for Classification Mining in Data Warehouses / Jose Zubcoff |
| Author Index |
| ETL Processing |
| ETLDiff: A Semi-automatic Framework for Regression Test of ETL Software / Christian Thomsen ; Torben Bach Pedersen |
| Applying Transformations to Model Driven Data Warehouses / Jose-Norberto Mazon ; Jesus Pardillo ; Juan Trujillo |
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