Data mining with decision trees: theory and applications

Lior Rokach, Oded Maimon

Research output: Book/ReportBook

Abstract

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
Original languageEnglish
Place of PublicationNew Jersey; London
PublisherWorld Scientific
Number of pages244
ISBN (Electronic)1281911798, 9786611911799, 9789812771728, 9812771727
ISBN (Print)9789812771711, 9812771719
StatePublished - 2008

Publication series

NameSeries in machine perception and artificial intelligence
PublisherWorld Scientific
Volumev. 69

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