What is included with this book?
XML for Data Warehousing Chances and Challenges | p. 1 |
CPM: A Cube Presentation Model for OLAP | p. 4 |
Computation of Sparse Data Cubes with Constraints | p. 14 |
Answering Joint Queries from Multiple Aggregate OLAP Databases | p. 24 |
An Approach to Enabling Spatial OLAP by Aggregating on Spatial Hierarchy | p. 35 |
A Multidimensional Aggregation Object (MAO) Famework for Computing Distributive Aggregations | p. 45 |
The GMD Data Model for Multidimensional Information: A Brief Introduction | p. 55 |
An Application of Case-Based Reasoning in Multidimensional Database Architecture | p. 66 |
MetaCube XTM: A Multidimensional Metadata Approach for Semantic Web Warehousing Systems | p. 76 |
Designing Web Warehouses for XML Schemas | p. 89 |
Building XML Data Warehouse Based on Frequent Patterns in User Queries | p. 99 |
A Temporal Study of Data Sources to Load a Corporate Data Warehouse | p. 109 |
Automatic Detection of Structural Changes in Data Warehouses | p. 119 |
Performance Tests in Data Warehousing ETLM Process for Detection of Changes in Data Origin | p. 129 |
Recent Developments in Web Usage Mining Research | p. 140 |
Parallel Vector Computing Technique for Discovering Communities on the Very Large Scale Web Graph | p. 151 |
Ordinal Association Rules towards Association Rules | p. 161 |
Rough Set Based Decision Tree Model for Classification | p. 172 |
Inference Based Classifier: Efficient Construction of Decision Trees for Sparse Categorical Attributes | p. 182 |
Generating Effective Classifiers with Supervised Learning of Genetic Programming | p. 192 |
Clustering by Regression Analysis | p. 202 |
Handling Large Workloads by Profiling and Clustering | p. 212 |
Incremental OPTICS: Efficient Computation of Updates in a Hierarchical Cluster Ordering | p. 224 |
On Complementarity of Cluster and Outlier Detection Schemes | p. 234 |
Cluster Validity Using Support Vector Machines | p. 244 |
FSSM: Fast Construction of the Optimized Segment Support Map | p. 257 |
Using a Connectionist Approach for Enhancing Domain Ontologies: Self-Organizing Word Category Maps Revisited | p. 267 |
Parameterless Data Compression and Noise Filtering Using Association Rule Mining | p. 278 |
Performance Evaluation of SQL-OR Variants for Association Rule Mining | p. 288 |
A Distance-Based Approach to Find Interesting Patterns | p. 299 |
Similarity Search in Structured Data | p. 309 |
Using an Interest Ontology for Improved Support in Rule Mining | p. 320 |
Fraud Formalization and Detection | p. 330 |
Combining Noise Correction with Feature Selection | p. 340 |
Pre-computing Approximate Hierarchical Range Queries in a Tree-Like Histogram | p. 350 |
Comprehensive Log Compression with Frequent Patterns | p. 360 |
Non Recursive Generation of Frequent K-itemsets from Frequent Pattern Tree Representations | p. 371 |
A New Computation Model for Rough Set Theory Based on Database Systems | p. 381 |
Computing SQL Queries with Boolean Aggregates | p. 391 |
Fighting Redundancy in SQL | p. 401 |
"On-the-fly" VS Materialized Sampling and Heuristics | p. 412 |
Incremental and Decremental Proximal Support Vector Classification Using Decay Coefficients | p. 422 |
Author Index | p. 431 |
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The Used, Rental and eBook copies of this book are not guaranteed to include any supplemental materials. Typically, only the book itself is included. This is true even if the title states it includes any access cards, study guides, lab manuals, CDs, etc.