Data Warehousing and Knowledge Discovery: 8th International Conference, Dawak 2006, Krakow, Poland, September 4-8, 2006, Proceedings - Lecture Notes in Computer Science

Marc Notes: Includes bibliographical references and index.; Also issued in print.; Electronic reproduction.; UK: MyiLibrary; 2009. Table of Contents: Data Warehouse Modeling and Spatial Data Warehouses -- Logic Programming for Data Warehouse Conceptual Schema Validation / Carlo dell'Aquila, Francesco Di Tria, Ezio Lefons, Filippo Tangorra -- A Model-Driven Heuristic Approach for Detecting Multidimensional Facts in Relational Data Sources / Andrea Carme, Jose-Norberto Mazon, Stefano Rizzi -- Physical Design and Implementation of Spatial Data Warehouses Supporting Continuous Fields / Leticia Gomez, Alejandro Vaisman, Esteban Zimanyi -- Benchmarking Spatial Data Warehouses / Thiago Luis Lopes Siqueira, Ricardo Rodrigues Ciferri, Valeria Cesario Times, Cristina Dutra de Aguiar Ciferri -- Mining Social Networks and Graphs -- Discovering Community-Oriented Roles of Nodes in a Social Network / Bin-Hui Chou, Einoshin Suzuki -- A Graph-Based Clustering Scheme for Identifying Related Tags in Folksonomies / Symeon Papadopoulos, Yiannis Kompatsiaris, Athena Vakali -- Frequent Sub-graph Mining on Edge Weighted Graphs / Chuntao Jiang, Frans Coenen, Michele Zito -- Physical Data Warehouse Design -- F&A: A Methodology for Effectively and Efficiently Designing Parallel Relational Data Warehouses on Heterogenous Database Clusters / Ladjel Bellatreche, Alfredo Cuzzocrea, Soumia Benkrid -- Yet Another Algorithms for Selecting Bitmap Join Indexes / Ladjel Bellatreche, Kamel Boukhalfa -- Speeding Up Queries in Column Stores: A Case for Compression / Christian Lemke, Kai-Uwe Sattler, Franz Faerber, Alexander Zeier -- Dependency Mining -- Mining Non-redundant Information-Theoretic Dependencies between Itemsets / Michael Mampaey -- Discovery and Application of Functional Dependencies in Conjunctive Query Mining / Bart Goethals, Dominique Laurent, Wim Le Page -- Using Transitivity to Increase the Accuracy of Sample-Based Pearson Correlation Coefficients / Taylor Phillips, Chris GauthierDickey, Ramki Thurimella -- Business Intelligence and Analytics -- The NOX Framework: Native Language Queries for Business Intelligence Applications / Todd Eavis, Hiba Tabbara, Ahmad Taleb -- Experience in Extending Query Engine for Continuous Analytics / Qiming Chen, Meichun Hsu -- Development of a Business Intelligence Environment for e-Gov Using Open Source Technologies / Eduardo Zanoni Marques, Rodrigo Sanches Miani, Everton Luiz de Almeida Gago Junior, Leonardo de Souza Mendes -- Outlier and Image Mining -- A Fast Randomized Method for Local Density-Based Outlier Detection in High Dimensional Data / Minh Quoc Nguyen, Edward Omiecinski, Leo Mark, Danesh Irani -- Specialty Mining / Hanuma Kumar, Rohit Paravastu, Vikram Pudi -- Region of Interest Based Image Categorization / Ashraf Elsayed, Frans Goenen, Marta Garcia-Finana, Vanessa Sluming -- Pattern Mining -- Meta-learning for Post-processing of Association Rules / Petr Berka, Jan Rauch -- A Relational Approach for Discovering Frequent Patterns with Disjunctions / Corrado Loglisci, Michelangelo Ceci, Donato Malerba -- An Occurrence Based Approach to Mine Emerging Sequences / Kang Deng, Osmar R. Zaiane -- Mining Closed Itemsets in Data stream Using Formal Concept Analysis / Anamika Gupta, Vasudha Bhatnagar, Naveen Kumar -- Data Cleaning and Variable Selection -- XML Data Fusion / Frantchesco Cecchin, Cristina Dutra de Aguiar Ciferri, Carmem Satie Hara -- An Efficient Duplicate Record Detection Using q-Grams Array Inverted Index / Alfredo Ferro, Rosalba Giugno, Piera Laura Puglisi, Alfredo Pulvirenti -- Modelling Complex Data by Learning Which Variable to Construct / Francoise Fessant, Aurelie Le Cam, Marc Boulle, Raphael Feraud -- Author Index. Publisher Marketing: Constitutes the refereed proceedings of the 8th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2006, held in conjunction with DEXA 2006. This book presents papers that are organized in topical sections on ETL processing, materialized view, multidimensional design, OLAP and multidimensional model, and cubes processing.