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Data Mining

Know It All

By: Ian Witten

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Hardcover | 12 November 2008 | Edition Number 1

At a Glance

Hardcover
480 Pages

Dimensions(cm)
23.5 x 19.05 x 3.81

Hardcover

RRP $145.95

$135.75

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This book brings all of the elements of data mining together in a single volume, saving the reader the time and expense of making multiple purchases. It consolidates both introductory and advanced topics, thereby covering the gamut of data mining and machine learning tactics ? from data integration and pre-processing, to fundamental algorithms, to optimization techniques and web mining methodology.

The proposed book expertly combines the finest data mining material from the Morgan Kaufmann portfolio. Individual chapters are derived from a select group of MK books authored by the best and brightest in the field. These chapters are combined into one comprehensive volume in a way that allows it to be used as a reference work for those interested in new and developing aspects of data mining.

This book represents a quick and efficient way to unite valuable content from leading data mining experts, thereby creating a definitive, one-stop-shopping opportunity for customers to receive the information they would otherwise need to round up from separate sources.

Chapters contributed by various recognized experts in the field let the reader remain up to date and fully informed from multiple viewpoints.
Presents multiple methods of analysis and algorithmic problem-solving techniques, enhancing the reader's technical expertise and ability to implement practical solutions.
Coverage of both theory and practice brings all of the elements of data mining together in a single volume, saving the reader the time and expense of making multiple purchases.

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You Can Find This Book In

Non-Fiction Computing & I.T.Databases Data Mining Computer Science Artificial Intelligence Computer Programming & Software Development Web Programming Engineering & Technology Technology in General Library & Info Sciences Library

Data Mining Overview
Data Acquisition and Integration
Data Pre-processing
Physical Design for Decision Support, Warehousing, and OLAP
Algorithms - The Basic Methods
Further Techniques in Decision Analysis
Fundamental Concepts of Genetic Algorithms
Spatio-Temporal Data Structures and Algorithms for Moving Objects Types
Improving the Mined Model
Web Mining - Social Network Analysis
Table of Contents provided by Publisher. All Rights Reserved.

Data Mining

Know It All

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

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