Data mining with decision trees: theory and applications

Lior Rokach, Oded Maimon

Research output: Book/ReportBook

Abstract

Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining; it is the science of exploring large and complex bodies of data in order to discover useful patterns. Decision tree learning continues to evolve over time. Existing methods are constantly being improved and new methods introduced. This 2nd Edition is dedicated entirely to the field of decision trees in data mining; to cover all aspects of this important technique, as well as improved or new methods and techniques developed after the publication of our first edition. In this new ed
Original languageEnglish
Place of PublicationHackensack New Jersey
PublisherWorld Scientific
Number of pages305
Edition2nd
ISBN (Electronic)9814590088
ISBN (Print)9789814590075, 981459007X
StatePublished - 2015

Publication series

NameSeries in machine perception and artificial intelligence
PublisherWorld Scientific
Volumevol. 81

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