Data Warehousing and Knowledge Discovery: 13th International Conference, DaWaK 2011, Toulouse, France, August 29-September 2,2011. Proceedings

Front Matter....Pages -
ONE: A Predictable and Scalable DW Model....Pages 1-13
The Planning OLAP Model - A Multidimensional Model with Planning Support....Pages 14-25
Extending the Dimensional Templates Approach to Integrate Complex Multidimensional Design Concepts....Pages 26-38
OLAP Formulations for Supporting Complex Spatial Objects in Data Warehouses....Pages 39-50
Multidimensional Database Design from Document-Centric XML Documents....Pages 51-65
Modern Software Engineering Methodologies Meet Data Warehouse Design: 4WD....Pages 66-79
 GEM : Requirement-Driven Generation of ETL and Multidimensional Conceptual Designs....Pages 80-95
ETLMR: A Highly Scalable Dimensional ETL Framework Based on MapReduce....Pages 96-111
Complementing Data in the ETL Process....Pages 112-123
TTL: A Transformation, Transference and Loading Approach for Active Monitoring....Pages 124-135
Support for User Involvement in Data Cleaning....Pages 136-151
Efficient Processing of Drill-across Queries over Geographic Data Warehouses....Pages 152-166
The NOX OLAP Query Model: From Algebra to Execution....Pages 167-183
VarDB: High-Performance Warehouse Processing with Massive Ordering and Binary Search....Pages 184-195
Vertical Fragmentation of XML Data Warehouses Using Frequent Path Sets....Pages 196-207
Implementing Vertical Splitting for Large Scale Multidimensional Datasets and Its Evaluations....Pages 208-223
Describing Analytical Sessions Using a Multidimensional Algebra....Pages 224-239
Tagged MapReduce: Efficiently Computing Multi-analytics Using MapReduce....Pages 240-251
Frequent Pattern Mining from Time-Fading Streams of Uncertain Data....Pages 252-264
SPO-Tree: Efficient Single Pass Ordered Incremental Pattern Mining....Pages 265-276
RP-Tree: Rare Pattern Tree Mining....Pages 277-288
Co-clustering with Augmented Data Matrix....Pages 289-300
Using Confusion Matrices and Confusion Graphs to Design Ensemble Classification Models from Large Datasets....Pages 301-315
Pairwise Similarity Calculation of Information Networks....Pages 316-329
Feature Selection with Mutual Information for Uncertain Data....Pages 330-341
Time Aware Index for Link Prediction in Social Networks....Pages 342-353
An Efficient Cacheable Secure Scalar Product Protocol for Privacy-Preserving Data Mining....Pages 354-366
Learning Actions in Complex Software Systems....Pages 367-381
An Envelope-Based Approach to Rotation-Invariant Boundary Image Matching....Pages 382-393
Finding Fraud in Health Insurance Data with Two-Layer Outlier Detection Approach....Pages 394-405
Enhancing Activity Recognition in Smart Homes Using Feature Induction....Pages 406-418
Mining Approximate Frequent Closed Flows over Packet Streams....Pages 419-431
Knowledge Acquisition from Sensor Data in an Equine Environment....Pages 432-444
Concurrent Semi-supervised Learning of Data Streams....Pages 445-459
A Bounded Version of Online Boosting on Open-Ended Data Streams....Pages 460-470
Moderated VFDT in Stream Mining Using Adaptive Tie Threshold and Incremental Pruning....Pages 471-483
Finding Critical Thresholds for Defining Bursts....Pages 484-495
Back Matter....Pages -