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Introduction to data mining /(E-BOOK) Pang-Ning Tan, Michael Steinbach, Vipin Kumar.

By: Tan, Pang-NingContributor(s): Kumar, Vipin, 1956- | Steinbach, MichaelPublisher: Boston : Pearson Addison Wesley, c2006Edition: 1st edDescription: xxi, 769 p. : ill. ; 24 cmISBN: 0321321367 (alk. paper)Subject(s): Data miningDDC classification: 006.312 Online resources: Table of contents

Contents:

Introduction (page-1) Data (page-5) Exploring Data (page-19) Classification: Basic Concepts, Decision Trees, and Model Evaluation (page-25) Classification: Alternative Techniques (page-45) Association Analysis: Basic Concepts and Algorithms (page-71) Association Analysis: Advanced Concepts (page-95) Cluster Analysis: Basic Concepts and Algorithms (page-125) Cluster Analysis: Additional Issues and Algorithms (page-147) Anomaly Detection (page-157)

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Item type	Current location	Home library	Collection	Call number	URL	Status	Date due	Barcode	Item holds
Book	Military College of Signals (MCS)	Military College of Signals (MCS)	NFIC	006.312 TAN (Browse shelf)	Link to resource	Available		MCSEB-3278

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