دانلود کتاب Data Warehousing and Knowledge Discovery: 11th International Conference, DaWaK 2009 Linz, Austria, August 31–September 2, 2009 Proceedings

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Front Matter....Pages -
New Challenges in Information Integration....Pages 1-8
What Is Spatio-Temporal Data Warehousing?....Pages 9-23
Towards a Modernization Process for Secure Data Warehouses....Pages 24-35
Visual Modelling of Data Warehousing Flows with UML Profiles....Pages 36-47
CAMS: OLAPing Multidimensional Data Streams Efficiently....Pages 48-62
Data Stream Prediction Using Incremental Hidden Markov Models....Pages 63-74
History Guided Low-Cost Change Detection in Streams....Pages 75-86
HOBI: Hierarchically Organized Bitmap Index for Indexing Dimensional Data....Pages 87-98
A Joint Design Approach of Partitioning and Allocation in Parallel Data Warehouses....Pages 99-110
Fast Loads and Fast Queries....Pages 111-124
TidFP: Mining Frequent Patterns in Different Databases with Transaction ID....Pages 125-137
Non-Derivable Item Set and Non-Derivable Literal Set Representations of Patterns Admitting Negation....Pages 138-150
Which Is Better for Frequent Pattern Mining: Approximate Counting or Sampling?....Pages 151-162
A Fast Feature-Based Method to Detect Unusual Patterns in Multidimensional Datasets....Pages 163-176
Efficient Online Aggregates in Dense-Region-Based Data Cube Representations....Pages 177-188
BitCube: A Bottom-Up Cubing Engineering....Pages 189-203
Exact and Approximate Sizes of Convex Datacubes....Pages 204-215
Finding Clothing That Fit through Cluster Analysis and Objective Interestingness Measures....Pages 216-228
Customer Churn Prediction for Broadband Internet Services....Pages 229-243
Mining High-Correlation Association Rules for Inferring Gene Regulation Networks....Pages 244-255
Extend UDF Technology for Integrated Analytics....Pages 256-270
High Performance Analytics with the R 3 -Cache....Pages 271-286
Open Source BI Platforms: A Functional and Architectural Comparison....Pages 287-297
Ontology-Based Exchange and Immediate Application of Business Calculation Definitions for Online Analytical Processing....Pages 298-311
Skyline View: Efficient Distributed Subspace Skyline Computation....Pages 312-324
HDB-Subdue: A Scalable Approach to Graph Mining....Pages 325-338
Mining Violations to Relax Relational Database Constraints....Pages 339-353
Arguing from Experience to Classifying Noisy Data....Pages 354-365
Dynamic Clustering-Based Estimation of Missing Values in Mixed Type Data....Pages 366-377
The PDG-Mixture Model for Clustering....Pages 378-389
Clustering for Video Retrieval....Pages 390-401
Trends Analysis of Topics Based on Temporal Segmentation....Pages 402-414
Finding N-Most Prevalent Colocated Event Sets....Pages 415-427
Rule Learning with Probabilistic Smoothing....Pages 428-440
Missing Values: Proposition of a Typology and Characterization with an Association Rule-Based Model....Pages 441-452
Recommending Multidimensional Queries....Pages 453-466
Preference-Based Recommendations for OLAP Analysis....Pages 467-478
Back Matter....Pages -