Data Warehousing and Knowledge Discovery 数据仓库与知识发现/会议录

作者简介

This book constitutes the refereed proceedings of the 7th International Conference on Data Warehousing and Knowledge Discovery, DaWak 2005, held in Copenhagen, Denmark, in August 2005. The 51 revised full papers presented were carefully reviewed and selected from 196 submissions. The papers are organized in topical sections on data warehouses, evaluation and tools, schema transformations, materialized views, aggregates, data warehouse queries and database processing issues, data mining algorithms and techniques, association rules, text processing and classification, security and privacy issues, patterns, and cluster and classification.

书籍目录

Data Warehouse I　A Tree Comparison Approach to Detect Changes in Data Warehouse Structures　Extending the UML for Designing Association Rule Mining Models for Data Warehouses　Event-Feeded Dimension Solution　XML-OLAP: A Multidimensional Analysis Framework for XML WarehousesData Warehouse II　Graph-Based Modeling of ETL Activities with Multi-level Transformations and Updates　Extending UML 2 Activity Diagrams with Business Intelligence Objects　Automatic Selection of Bitmap Join Indexes in Data WarehousesEvaluating Data Warehouses and Tools　A Survey of Open Source Tools for Business Intelligence　DWEB: A Data Warehouse Engineering Benchmark　A Set of Quality Indicators and Their Corresponding Metrics for Conceptual Models of Data 　WarehousesDesign and Development of a Tool for Integrating Heterogeneous Data Warehouses　Schema Transformations　An Evolutionary Approach to Schema Partitioning Selection in a Data Warehouse　Using Schema Transformation Pathways for Incremental View Maintenance　Data Mapper: An Operator for Expressing One-to-Many Data TransformationsMaterialized Views　Parallel Consistency Maintenance of Materialized Views Using Referential Integrity Constraints 　in Data Warehouses　Selective View Materialization in a Spatial Data Warehouse　PMC: Select Materialized Cells in Data CubesAggregates　Progressive Ranking of Range Aggregates　On Efficient Storing and Processing of Long Aggregate Lists……Data Warehouse Queries and Database Processing IssuesData Mining Algorithms and TechniquesData MiningAssociation RulesText Processing and ClassificationMiscellaneous QpplicationsSecurity and Privacy IssuesPatternsCluster and Classification ICluster and Classification IIAuthor Index

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