Data mining methods
By: Rajan Chattamvelli
Publisher: Alpha Science International
Published: 2009
Place of publication: Oxford, U.K
Language: eng
Number of pages: 411
ISBN-13: 9781842655238
Subjects: Data mining; Textbooks
Description: "Data Mining Methods is a definite guide for students, teachers, and professionals of data mining and related fields. Most of the data mining technologies, principles and methods are explained with examples. Several applications in fraud detection, e-commerce, education, management, medicine, etc. are given throughout the book."--Jacket.
Notes: Includes bibliographical references and index.
Table of contents: title: Basic concepts in data mining; title: Data visualisation techniques; title: Probability and statistics; title: Datawarehousing and OLAP; title: Decision trees; title: Association rules; title: Cluster analysis; title: Genetic algorithms; title: Neural networks; title: Web mining; title: Support vector machines; title: Latent semantic indexing.