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The Handbook of Data Mining (Human Factors and Ergonomics)
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by Nong Ye
Sales Rank: 538451
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List Price: $85.00
$85.00
At Amazon
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Paperback: 720 pages
Publisher: Lawrence Erlbaum Associates; 1 edition November 30, 2004
Language: English
ISBN-10: 0805855637
ISBN-13: 978-0805855630
Product Dimensions:
9.8 x 6.8 x 1.5 inches
Shipping Weight: 2.6 pounds
Product Review
This handbook will be a valuable reference in the library of the human factors analyst with advanced statistical and analytic skills. The coverage is comprehensive and state-of-the-art by leading experts in data mining. The handbook is a tool kit to be consulted and referenced in the decision to conduct and plan a data-mining effort.
—Ergonomics in Design
a useful resource for anyone new to data mining, and for anyone wishing to discover what potential tools are available, as well as what might be achieved through the use of those toolsa good 'data-mining handbook' to have on one's shelves.
—Short Book Reviews
This collection of essays contains chapters on many of the common techniques, problems, and applications associated with data mining.overall this book is an excellent reference for practitioners who need a practical introduction to topics in data mining.
—Journal of the American Statistical Association
This handbook will be a valuable reference in the library of the human factors analyst with advanced statistical and analytic skills. The coverage is comprehensive and state-of-the-art by leading experts in data mining. The handbook is a tool kit to be consulted and referenced in the decision to conduct and plan a data-mining effort.
—Ergonomics in Design
a useful resource for anyone new to data mining, and for anyone wishing to discover what potential tools are available, as well as what might be achieved through the use of those toolsa good data-mining handbook to have on ones shelves.
—Short Book Reviews
This collection of essays contains chapters on many of the common techniques, problems, and applications associated with data mining.overall this book is an excellent reference for practitioners who need a practical introduction to topics in data mining.
—Journal of the American Statistical Association
Product Description
Created with the input of a distinguished International Board of the foremost authorities in data mining from academia and industry, The Handbook of Data Mining presents comprehensive coverage of data mining concepts and techniques. Algorithms, methodologies, management issues, and tools are all illustrated through engaging examples and real-world applications to ease understanding of the materials.
This book is organized into three parts. Part I presents various data mining methodologies, concepts, and available software tools for each methodology. Part II addresses various issues typically faced in the management of data mining projects and tips on how to maximize outcome utility. Part III features numerous real-world applications of these techniques in a variety of areas, including human performance, geospatial, bioinformatics, on- and off-line customer transaction activity, security-related computer audits, network traffic, text and image, and manufacturing quality.
This Handbook is ideal for researchers and developers who want to use data mining techniques to derive scientific inferences where extensive data is available in scattered reports and publications. It is also an excellent resource for graduate-level courses on data mining and decision and expert systems methodology.
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The Handbook of Data Mining (Human Factors and Ergonomics)
List Price: $85.00
Available from Amazon
Price: $85.00
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