Description: Further DetailsTitle: Data Mining With Decision Trees: Theory And Applications (2nd Edition)Condition: NewEAN: 9789814590075ISBN: 9789814590075Publisher: World Scientific Publishing Co Pte LtdFormat: HardbackRelease Date: 10/23/2014Description: 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 edition, all chapters have been revised and new topics brought in. New topics include Cost-Sensitive Active Learning, Learning with Uncertain and Imbalanced Data, Using Decision Trees beyond Classification Tasks, Privacy Preserving Decision Tree Learning, Lessons Learned from Comparative Studies, and Learning Decision Trees for Big Data. A walk-through guide to existing open-source data mining software is also included in this edition.This book invites readers to explore the many benefits in data mining that decision trees offer:Language: EnglishCountry/Region of Manufacture: SGAuthor: Lior Rokach, Oded Z MaimonGenre: Computing & InternetBook Series: Series In Machine Perception And Artificial IntelligenceRelease Year: 2014 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Data Mining With Decision Trees: Theory And Applications (2nd Edi
Title: Data Mining With Decision Trees: Theory And Applications (2nd Edi
EAN: 9789814590075
ISBN: 9789814590075
Release Date: 10/23/2014
Release Year: 2014
Country/Region of Manufacture: SG
Genre: Computing & Internet
Series: Series In Machine Perception And Artificial Intelligence
Number of Pages: 328 Pages
Language: English
Publication Name: Data Mining with Decision Trees : Theory and Applications
Publisher: World Industries Scientific Publishing Co Pte LTD
Subject: Management Information Systems, Mathematical & Statistical Software, Image Processing, Graphic Methods, Databases / Data Mining
Publication Year: 2014
Type: Textbook
Item Weight: 0 Oz
Subject Area: Mathematics, Computers
Author: Lior Rokach, Oded Maimon
Format: Hardcover
