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

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

最 低 价:¥691.60

定 价:¥768.40

作 者:A Min Tjoa 著

出 版 社:北京燕山出版社

出版时间:2005-9-1

I S B N:9783540285588

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内容简介

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.

作者简介

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 Warehouses
Data 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 Warehouses
Evaluating 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  Warehouses
Design 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 Transformations
Materialized 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 Cubes
Aggregates
 Progressive Ranking of Range Aggregates
 On Efficient Storing and Processing of Long Aggregate Lists
……
Data Warehouse Queries and Database Processing Issues
Data Mining Algorithms and Techniques
Data Mining
Association Rules
Text Processing and Classification
Miscellaneous Qpplications
Security and Privacy Issues
Patterns
Cluster and Classification I
Cluster and Classification II
Author Index

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