Data Warehousing and Knowledge Discovery

Table of Contents

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   Book Overview
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   Chapter 1 A Tree Comparison Approach to Detect Changes in Data Warehouse Structures
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   Chapter 2 Extending the UML for Designing Association Rule Mining Models for Data Warehouses
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   Chapter 3 Event-Feeded Dimension Solution
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   Chapter 4 XML-OLAP: A Multidimensional Analysis Framework for XML Warehouses
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   Chapter 5 Graph-Based Modeling of ETL Activities with Multi-level Transformations and Updates
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   Chapter 6 Extending UML 2 Activity Diagrams with Business Intelligence Objects
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   Chapter 7 Automatic Selection of Bitmap Join Indexes in Data Warehouses
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   Chapter 8 A Survey of Open Source Tools for Business Intelligence
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    Chapter 9 DWEB: A Data Warehouse Engineering Benchmark
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    Chapter 10 A Set of Quality Indicators and Their Corresponding Metrics for Conceptual Models of Data Warehouses
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    Chapter 11 Design and Development of a Tool for Integrating Heterogeneous Data Warehouses
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    Chapter 12 An Evolutionary Approach to Schema Partitioning Selection in a Data Warehouse
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    Chapter 13 Using Schema Transformation Pathways for Incremental View Maintenance
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    Chapter 14 Data Mapper: An Operator for Expressing One-to-Many Data Transformations
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    Chapter 15 Parallel Consistency Maintenance of Materialized Views Using Referential Integrity Constraints in Data Warehouses
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    Chapter 16 Selective View Materialization in a Spatial Data Warehouse
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    Chapter 17 PMC: Select Materialized Cells in Data Cubes
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    Chapter 18 Progressive Ranking of Range Aggregates
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    Chapter 19 On Efficient Storing and Processing of Long Aggregate Lists
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    Chapter 20 Ad Hoc Star Join Query Processing in Cluster Architectures
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    Chapter 21 A Precise Blocking Method for Record Linkage
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    Chapter 22 Flexible Query Answering in Data Cubes
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    Chapter 23 An Extendible Array Based Implementation of Relational Tables for Multi Dimensional Databases
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    Chapter 24 Nearest Neighbor Search on Vertically Partitioned High-Dimensional Data
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    Chapter 25 A Machine Learning Approach to Identifying Database Sessions Using Unlabeled Data
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    Chapter 26 Hybrid System of Case-Based Reasoning and Neural Network for Symbolic Features
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    Chapter 27 Spatio–temporal Rule Mining: Issues and Techniques
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    Chapter 28 Hybrid Approach to Web Content Outlier Mining Without Query Vector
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    Chapter 29 Incremental Data Mining Using Concurrent Online Refresh of Materialized Data Mining Views
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    Chapter 30 A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic Databases
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    Chapter 31 Discovering Richer Temporal Association Rules from Interval-Based Data
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    Chapter 32 Semantic Query Expansion Combining Association Rules with Ontologies and Information Retrieval Techniques
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    Chapter 33 Maintenance of Generalized Association Rules Under Transaction Update and Taxonomy Evolution
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    Chapter 34 Prince: An Algorithm for Generating Rule Bases Without Closure Computations
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    Chapter 35 Efficient Compression of Text Attributes of Data Warehouse Dimensions
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    Chapter 36 Effectiveness of Document Representation for Classification
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    Chapter 37 2-PS Based Associative Text Classification
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    Chapter 38 Intrusion Detection via Analysis and Modelling of User Commands
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    Chapter 39 Dynamic Schema Navigation Using Formal Concept Analysis
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    Chapter 40 FMC: An Approach for Privacy Preserving OLAP
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    Chapter 41 Information Driven Evaluation of Data Hiding Algorithms
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    Chapter 42 Essential Patterns: A Perfect Cover of Frequent Patterns
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    Chapter 43 Processing Sequential Patterns in Relational Databases
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    Chapter 44 Optimizing a Sequence of Frequent Pattern Queries
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    Chapter 45 A General Effective Framework for Monotony and Tough Constraint Based Sequential Pattern Mining
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    Chapter 46 Hiding Classification Rules for Data Sharing with Privacy Preservation
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    Chapter 47 Clustering-Based Histograms for Multi-dimensional Data
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    Chapter 48 Weighted K-Means for Density-Biased Clustering
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    Chapter 49 A New Approach for Cluster Detection for Large Datasets with High Dimensionality
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    Chapter 50 Gene Expression Biclustering Using Random Walk Strategies
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    Chapter 51 Spectral Kernels for Classification
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    Chapter 52 Data Warehousing and Knowledge Discovery: A Chronological View of Research Challenges