e-Book

Data Mining: Concepts, Models, Methods, and Algorithms

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Presents the latest techniques for analyzing and extracting information from large amounts of data in high-dimensional data spaces

The revised and updated third edition ofData Miningcontains in one volume an introduction to a systematic approach to the analysis of large data sets that integrates results from disciplines such as statistics, artificial intelligence, data bases, pattern recognition, and computer visualization. Advances in deep learning technology have opened an entire new spectrum of applications. The author--a noted expert on the topic--explains the basic concepts, models, and methodologies that have been developed in recent years.

This new edition introduces and expands on many topics, as well as providing revised sections on software tools and data mining applications. Additional changes include an updated list of references for further study, and an extended list of problems and questions that relate to each chapter.This third edition presents new and expanded information that:
- Explores big data and cloud computing
- Examines deep learning
- Includes information on convolutional neural networks (CNN)
- Offers reinforcement learning
- Contains semi-supervised learning and S3VM
- Reviews model evaluation for unbalanced data

Written for graduate students in computer science, computer engineers, and computer information systems professionals, the updated third edition ofData Miningcontinues to provide an essential guide to the basic principles of the technology and the most recent developments in the field.

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Availability

Detail Information

Series Title

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Call Number

006.312 KAN d

Publisher

Hoboken, New Jersey : Wiley-IEEE Press., 2020

Collation

xvii, 639 pages : illustrations ; 24 cm

Language

English

ISBN/ISSN

9781119516040

Classification

006.312

Content Type

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Media Type

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Carrier Type

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Edition

3rd ed

Subject(s)

Data mining
COMPUTERS -- Database Management -- Data Mining.

Specific Detail Info

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Statement of Responsibility

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