Advanced Methods for Knowledge Discovery from Complex Data

Name: Advanced Methods for Knowledge Discovery from Complex Data
SKU: 8962505
Price: 448.00 NZD
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Paperback / softback

Series:

Advanced Information and Knowledge Processing

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Description

This book brings together research articles by active practitioners and leading researchers reporting recent advances in the field of knowledge discovery. An overview of the field, looking at the issues and challenges involved is followed by coverage of recent trends in data mining. This provides the context for the subsequent chapters on methods and applications. Part I is devoted to the foundations of mining different types of complex data like trees, graphs, links and sequences. A knowledge discovery approach based on problem decomposition is also described. Part II presents important applications of advanced mining techniques to data in unconventional and complex domains, such as life sciences, world-wide web, image databases, cyber security and sensor networks. With a good balance of introductory material on the knowledge discovery process, advanced issues and state-of-the-art tools and techniques, this book will be useful to students at Masters and PhD level in Computer Science, as well as practitioners in the field.

Release date NZ

October 22nd, 2010

Audience

Professional & Vocational

Contributors

Edited by Diane J. Cook
Edited by Lawrence B. Holder
Edited by Ujjwal Maulik

Edition

Softcover reprint of hardcover 1st ed. 2005

Illustrations

XVIII, 369 p.

Pages

369

Series

Advanced Information and Knowledge Processing

Dimensions

156x234x20

ISBN-13

9781849969918

Product ID

8962505

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Advanced Methods for Knowledge Discovery from Complex Data

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