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ORCID12th DaWaK 2010: Bilbao, Spain
- Torben Bach Pedersen, Mukesh K. Mohania, A Min Tjoa:
Data Warehousing and Knowledge Discovery, 12th International Conference, DAWAK 2010, Bilbao, Spain, August/September 2010. Proceedings. Lecture Notes in Computer Science 6263, Springer 2010, ISBN 978-3-642-15104-0
Data Warehouse Modeling and Spatial Data Warehouses
- Carlo Dell'Aquila, Francesco Di Tria, Ezio Lefons, Filippo Tangorra:
Logic Programming for Data Warehouse Conceptual Schema Validation. 1-12 - Andrea Carmè, Jose-Norberto Mazón
, Stefano Rizzi:
A Model-Driven Heuristic Approach for Detecting Multidimensional Facts in Relational Data Sources. 13-24 - Leticia I. Gómez, Alejandro A. Vaisman, Esteban Zimányi:
Physical Design and Implementation of Spatial Data Warehouses Supporting Continuous Fields. 25-39 - Thiago Luís Lopes Siqueira, Ricardo Rodrigues Ciferri, Valéria Cesário Times, Cristina Dutra de Aguiar Ciferri:
Benchmarking Spatial Data Warehouses. 40-51
Mining Social Networks and Graphs
- Bin-Hui Chou, Einoshin Suzuki:
Discovering Community-Oriented Roles of Nodes in a Social Network. 52-64 - Symeon Papadopoulos, Yiannis Kompatsiaris, Athena Vakali:
A Graph-Based Clustering Scheme for Identifying Related Tags in Folksonomies. 65-76 - Chuntao Jiang, Frans Coenen, Michele Zito:
Frequent Sub-graph Mining on Edge Weighted Graphs. 77-88
Physical Data Warehouse Design
- Ladjel Bellatreche, Alfredo Cuzzocrea, Soumia Benkrid:
F&A: A Methodology for Effectively and Efficiently Designing Parallel Relational Data Warehouses on Heterogenous Database Clusters. 89-104 - Ladjel Bellatreche, Kamel Boukhalfa:
Yet Another Algorithms for Selecting Bitmap Join Indexes. 105-116 - Christian Lemke, Kai-Uwe Sattler, Franz Faerber, Alexander Zeier:
Speeding Up Queries in Column Stores - A Case for Compression. 117-129
Dependency Mining
- Michael Mampaey:
Mining Non-redundant Information-Theoretic Dependencies between Itemsets. 130-141 - Bart Goethals, Dominique Laurent, Wim Le Page:
Discovery and Application of Functional Dependencies in Conjunctive Query Mining. 142-156 - Taylor Phillips, Chris GauthierDickey, Ramki Thurimella:
Using Transitivity to Increase the Accuracy of Sample-Based Pearson Correlation Coefficients. 157-171
Business Intelligence and Analytics
- Todd Eavis, Hiba Tabbara, Ahmad Taleb:
The NOX Framework: Native Language Queries for Business Intelligence Applications. 172-189 - Qiming Chen, Meichun Hsu:
Experience in Extending Query Engine for Continuous Analytics. 190-202 - Eduardo Zanoni Marques, Rodrigo Sanches Miani, Everton Luiz de Almeida Gago Júnior, Leonardo de Souza Mendes:
Development of a Business Intelligence Environment for e-Gov Using Open Source Technologies. 203-214
Outlier and Image Mining
- Minh Quoc Nguyen, Edward Omiecinski, Leo Mark, Danesh Irani:
A Fast Randomized Method for Local Density-Based Outlier Detection in High Dimensional Data. 215-226 - Hanuma Kumar, Rohit Paravastu, Vikram Pudi:
Specialty Mining. 227-238 - Ashraf Elsayed, Frans Coenen, Marta García-Fiñana, Vanessa Sluming:
Region of Interest Based Image Categorization. 239-250
Pattern Mining
- Petr Berka, Jan Rauch:
Meta-learning for Post-processing of Association Rules. 251-262 - Corrado Loglisci, Michelangelo Ceci, Donato Malerba:
A Relational Approach for Discovering Frequent Patterns with Disjunctions. 263-274 - Kang Deng, Osmar R. Zaïane:
An Occurrence Based Approach to Mine Emerging Sequences. 275-284 - Anamika Gupta, Vasudha Bhatnagar, Naveen Kumar:
Mining Closed Itemsets in Data Stream Using Formal Concept Analysis. 285-296
Data Cleaning and Variable Selection
- Frantchesco Cecchin, Cristina Dutra de Aguiar Ciferri, Carmem Satie Hara:
XML Data Fusion. 297-308 - Alfredo Ferro, Rosalba Giugno, Piera Laura Puglisi, Alfredo Pulvirenti:
An Efficient Duplicate Record Detection Using q-Grams Array Inverted Index. 309-323 - Françoise Fessant, Aurélie Le Cam, Marc Boullé, Raphaël Féraud:
Modelling Complex Data by Learning Which Variable to Construct. 324-335
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