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Data Warehousing. Data Mining and OLAP

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ISBN-10: 0070062722

ISBN-13: 9780070062726

Edition: 1997

Authors: Alex Berson

List price: $54.95
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Description:

Strategic, theoretical and practical insight is provided into three of the most promising information management technologies: data warehousing, online analytical processing (OLAP) and data mining.
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Book details

List price: $54.95
Copyright year: 1997
Publisher: McGraw-Hill Companies, The
Binding: Hardcover
Pages: 640
Size: 7.50" wide x 9.75" long x 2.00" tall
Weight: 3.190
Language: English

Alex Berson is a Director of Technology for a global management consulting firm. Dr. Berson holds a Ph.D. in Computer Sciences and M.S. in Applied Mathematics, and is an internationally recognized expert, author, educator and practitioner who has over 20 years of experience in information technologies focusing on data warehouse systems architecture, including design and implementation of systems and applications in the areas of data management, data warehousing and data mining; transaction processing; middleware, client/server distributed computing; and object technologies. Alex Berson is an active member of IEEE Computer Society, ACM, and many others. He�s also an advisory editor for the…    

Foreword
Preface
Introduction to Data Warehousingp. 3
Client/Server Computing Model and Data Warehousingp. 23
Parallel Processors and Cluster Systemsp. 47
Distributed DBMS Implementationsp. 67
Client/Server RDBMS Solutionsp. 89
Data Warehousing Componentsp. 115
Building a Data Warehousep. 129
Mapping the Data Warehouse to a Multiprocessor Architecturep. 151
DBMS Schemas for Decision Supportp. 169
Data Extraction, Cleanup, and Transformation Toolsp. 187
Metadatap. 205
Reporting and Query Tools and Applicationsp. 223
On-Line Analytical Processing (OLAP)p. 247
Patterns and Modelsp. 267
Statisticsp. 291
Artificial Intelligencep. 317
Introduction to Data Miningp. 333
Decision Treesp. 351
Neural Networksp. 375
Nearest Neighbor and Clusteringp. 407
Genetic Algorithmsp. 441
Rule Inductionp. 469
Selecting and Using the Right Techniquep. 493
Data Visualizationp. 517
Putting It All Togetherp. 533
App. A: Glossaryp. 561
Big Data - Better Returns: Leveraging Your Hidden Data Assets to Improve ROIp. 579
Dr. E.F. Codd's 12 Guidelines for OLAPp. 597
10 Mistakes for Data Warehousing Managers to Avoidp. 599
Bibliographyp. 605
Indexp. 609
Table of Contents provided by Blackwell. All Rights Reserved.