ENGLISH

Advanced Methods for Knowledge Discovery from Complex Data

By Diane J. Cook , Lawrence B. Holder , Ujjwal Maulik

Book information

Publisher
Springer
Year
2005
ISBN
9781852339890, 1-85233-989-6
Open Library ID
OL8974529M
Language
english
Format
PDF
Filesize
4 MB (4068381 bytes)
Series
Advanced information and knowledge processing
Edition
1
Pages
374\374
Library
mexmat
Time added
2009-07-20 03:45:11
Информатика и вычислительная техника;Искусственный

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.

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