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"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.
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Previews available in: English
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Book Details
Table of Contents
Basic concepts in data mining
Data visualisation techniques
Probability and statistics
Datawarehousing and OLAP
Decision trees
Association rules
Cluster analysis
Genetic algorithms
Neural networks
Web mining
Support vector machines
Latent semantic indexing.
Edition Notes
Includes bibliographical references and index.
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The Physical Object
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History
- Created July 9, 2021
- 5 revisions
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