Data Warehousing and Knowledge Discovery: 8th International Conference, DaWaK 2006, Krakow, Poland, September 4-8, 2006. Proceedings

Front Matter....Pages -
ETLDiff: A Semi-automatic Framework for Regression Test of ETL Software....Pages 1-12
Applying Transformations to Model Driven Data Warehouses....Pages 13-22
Bulk Loading a Linear Hash File....Pages 23-32
Dynamic View Selection for OLAP....Pages 33-44
Preview: Optimizing View Materialization Cost in Spatial Data Warehouses....Pages 45-54
Preprocessing for Fast Refreshing Materialized Views in DB2....Pages 55-64
A Multiversion-Based Multidimensional Model....Pages 65-74
Towards Multidimensional Requirement Design....Pages 75-84
Multidimensional Design by Examples....Pages 85-94
Extending Visual OLAP for Handling Irregular Dimensional Hierarchies....Pages 95-105
A Hierarchy-Driven Compression Technique for Advanced OLAP Visualization of Multidimensional Data Cubes....Pages 106-119
Analysing Multi-dimensional Data Across Autonomous Data Warehouses....Pages 120-133
What Time Is It in the Data Warehouse?....Pages 134-144
Computing Iceberg Quotient Cubes with Bounding....Pages 145-154
An Effective Algorithm to Extract Dense Sub-cubes from a Large Sparse Cube....Pages 155-164
On the Computation of Maximal-Correlated Cuboids Cells....Pages 165-174
Warehousing Dynamic XML Documents....Pages 175-184
Integrating Different Grain Levels in a Medical Data Warehouse Federation....Pages 185-194
A Versioning Management Model for Ontology-Based Data Warehouses....Pages 195-206
Data Warehouses in Grids with High QoS....Pages 207-217
Mining Direct Marketing Data by Ensembles of Weak Learners and Rough Set Methods....Pages 218-227
Efficient Mining of Dissociation Rules....Pages 228-237
Optimized Rule Mining Through a Unified Framework for Interestingness Measures....Pages 238-247
An Information-Theoretic Framework for Process Structure and Data Mining....Pages 248-259
Mixed Decision Trees: An Evolutionary Approach....Pages 260-269
ITER: An Algorithm for Predictive Regression Rule Extraction....Pages 270-279
COBRA: Closed Sequential Pattern Mining Using Bi-phase Reduction Approach....Pages 280-291
A Greedy Approach to Concurrent Processing of Frequent Itemset Queries....Pages 292-301
Two New Techniques for Hiding Sensitive Itemsets and Their Empirical Evaluation....Pages 302-311
EStream: Online Mining of Frequent Sets with Precise Error Guarantee....Pages 312-321
Granularity Adaptive Density Estimation and on Demand Clustering of Concept-Drifting Data Streams....Pages 322-331
Classification of Hidden Network Streams....Pages 332-341
Adaptive Load Shedding for Mining Frequent Patterns from Data Streams....Pages 342-351
An Approximate Approach for Mining Recently Frequent Itemsets from Data Streams....Pages 352-362
Learning Classifiers from Distributed, Ontology-Extended Data Sources....Pages 363-373
A Coherent Biomedical Literature Clustering and Summarization Approach Through Ontology-Enriched Graphical Representations....Pages 374-383
Automatic Extraction for Creating a Lexical Repository of Abbreviations in the Biomedical Literature....Pages 384-393
Priority-Based k-Anonymity Accomplished by Weighted Generalisation Structures....Pages 394-404
Achieving k -Anonymity by Clustering in Attribute Hierarchical Structures....Pages 405-416
Calculation of Density-Based Clustering Parameters Supported with Distributed Processing....Pages 417-426
Cluster-Based Sampling Approaches to Imbalanced Data Distributions....Pages 427-436
Efficient Mining of Large Maximal Bicliques....Pages 437-448
Automatic Image Annotation by Mining the Web....Pages 449-458
Privacy Preserving Spatio-Temporal Clustering on Horizontally Partitioned Data....Pages 459-468
Discovering Semantic Sibling Associations from Web Documents with XTREEM-SP....Pages 469-480
Difference Detection Between Two Contrast Sets....Pages 481-490
EGEA : A New Hybrid Approach Towards Extracting Reduced Generic Association Rule Set (Application to AML Blood Cancer Therapy)....Pages 491-502
AISS: An Index for Non-timestamped Set Subsequence Queries....Pages 503-512
A Method for Feature Selection on Microarray Data Using Support Vector Machine....Pages 513-523
Providing Persistence for Sensor Data Streams by Remote WAL....Pages 524-533
Support Vector Machine Approach for Fast Classification....Pages 534-543
Document Representations for Classification of Short Web-Page Descriptions....Pages 544-553
 GARC : A New Associative Classification Approach....Pages 554-565
Conceptual Modeling for Classification Mining in Data Warehouses....Pages 566-575
Back Matter....Pages -