Data Mining with Decision Trees: Theory and Applications (Series in Machine Perception and Artifical Intelligence)

Rokach, Lior, Maimon, Oded Z

ISBN 10: 9812771719 / ISBN 13: 9789812771711

Published by World Scientific Publishing Company, 2008

About this Item

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Seller Inventory # ERICA77398127717196

Bibliographic Details

• Title: Data Mining with Decision Trees: Theory and Applications (Series in Machine Perception and Artifical Intelligence)
• Publisher: World Scientific Publishing Company
• Publication Date: 2008
• Language: English
• ISBN 10: 9812771719
• ISBN 13: 9789812771711
• Binding: Hardcover
• Condition: Like New
• Book Type: book

About this title

Synopsis

This is the first comprehensive book dedicated entirely to the field of decision trees in data mining and covers all aspects of this important technique.Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining, the science and technology of exploring large and complex bodies of data in order to discover useful patterns. The area is of great importance because it enables modeling and knowledge extraction from the abundance of data available. Both theoreticians and practitioners are continually seeking techniques to make the process more efficient, cost-effective and accurate. Decision trees, originally implemented in decision theory and statistics, are highly effective tools in other areas such as data mining, text mining, information extraction, machine learning, and pattern recognition. This book invites readers to explore the many benefits in data mining that decision trees offer: