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Springer Advanced Methods for Knowledge Discovery from Complex Data (Advanced Information and Knowledge Processing)

Name: Advanced Methods for Knowledge Discovery from Complex Data (Advanced Information and Knowledge Processing)
Brand: Springer

AI & Machine Learning

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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.

Product Specifications

Brand: Springer
Format: Paperback
ASIN: 1849969914
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 22 October 2010
Listed Since: 01 October 2010

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Springer Advanced Methods for Knowledge Discovery from Complex Data (Advanced Information and Knowledge Processing)

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