Data Warehousing and Knowledge Discovery: 15th International Conference, DaWaK 2013, Prague, Czech Republic, August 26-29, 2013. Proceedings

Front Matter....Pages -
An Analytics-Aware Conceptual Model for Evolving Graphs....Pages 1-12
Declarative Expression and Optimization of Data-Intensive Flows....Pages 13-25
Tabular Web Data: Schema Discovery and Integration....Pages 26-33
Uncoupled MapReduce: A Balanced and Efficient Data Transfer Model....Pages 34-45
Efficient Evaluation of Ad-Hoc Range Aggregates....Pages 46-59
SPIN: Concurrent Workload Scaling over Data Warehouses....Pages 60-71
Lily: A Geo-Enhanced Library for Location Intelligence....Pages 72-83
Discovering Co-location Patterns in Datasets with Extended Spatial Objects....Pages 84-96
 SOLAP4epidemiologist : A Spatial Data Warehousing Application in Epidemiology Domain....Pages 97-109
Document Difficulty Framework for Semi-automatic Text Classification....Pages 110-121
Knowledge-Free Table Summarization....Pages 122-133
Predicting Your Next OLAP Query Based on Recent Analytical Sessions....Pages 134-145
Where Will You Go? Mobile Data Mining for Next Place Prediction....Pages 146-158
An Extended Local Hierarchical Classifier for Prediction of Protein and Gene Functions....Pages 159-171
Supervised Dimensionality Reduction via Nonlinear Target Estimation....Pages 172-183
Concurrent Execution of Data Mining Queries for Spatial Collocation Pattern Discovery....Pages 184-195
Depth-First Traversal over a Mirrored Space for Non-redundant Discriminative Itemsets....Pages 196-208
Stream Mining of Frequent Patterns from Delayed Batches of Uncertain Data....Pages 209-221
Fast Causal Network Inference over Event Streams....Pages 222-235
SSCJ: A Semi-Stream Cache Join Using a Front-Stage Cache Module....Pages 236-247
Metrics to Support the Evaluation of Association Rule Clustering....Pages 248-259
An Automatic Email Management Approach Using Data Mining Techniques....Pages 260-267
A Data Mining-Based Wind Power Forecasting Method: Results for Wind Power Plants in Turkey....Pages 268-276
Disease Occurrence Prediction Based on Spatio-temporal Characterization – A Mesoscale Study for Knowledge and Pattern Discovery....Pages 277-284
Population Estimation Mining Using Satellite Imagery....Pages 285-296
GMAC: A Seed-Insensitive Approach to Local Community Detection....Pages 297-308
Finding Maximal Overlapping Communities....Pages 309-316
Minimal Vertex Unique Labelled Subgraph Mining....Pages 317-326
A Hybrid Graph-Based Method for Concept Rule Discovery....Pages 327-338
Applications of Concurrent Access Patterns in Web Usage Mining....Pages 339-348
Cell-at-a-Time Approach to Lazy Evaluation of Dimensional Aggregations....Pages 349-358
MAF: A Method for Detecting Temporal Associations from Multiple Event Sequences....Pages 359-371
Back Matter....Pages -