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 Carmè ; Jose-Norberto Mazón ; Stefano Rizzi |
Physical Design and Implementation of Spatial Data Warehouses Supporting Continuous Fields / Leticia Gómez ; Alejandro Vaisman ; Esteban Zimányi |
Benchmarking Spatial Data Warehouses / Thiago Luís Lopes Siqueira ; Ricardo Rodrigues Ciferri ; Valéria Cesário 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 / 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 Júnior ; 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 García-Fiñana ; 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. Zaïane |
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 ; 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 / Françoise Fessant ; Aurélie Le Cam ; Marc Boullé ; Raphaël Féraud |
Author Index |
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 Carmè ; Jose-Norberto Mazón ; Stefano Rizzi |
Physical Design and Implementation of Spatial Data Warehouses Supporting Continuous Fields / Leticia Gómez ; Alejandro Vaisman ; Esteban Zimányi |
Benchmarking Spatial Data Warehouses / Thiago Luís Lopes Siqueira ; Ricardo Rodrigues Ciferri ; Valéria Cesário Times ; Cristina Dutra de Aguiar Ciferri |
Mining Social Networks and Graphs |