Knowledge Mining Using Intelligent Agents
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€117.99
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Computational Intelligence
Data Mining
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Evolutionary Computation
Intelligent Agent
Knowledge Discovery
Knowledge Mining
Swarm Intelligence
Product details
- ISBN 9781848163867
- Publication Date: 22 Dec 2010
- Publisher: Imperial College Press
- Publication City/Country: GB
- Product Form: Hardback
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Knowledge Mining Using Intelligent Agents explores the concept of knowledge discovery processes and enhances decision-making capability through the use of intelligent agents like ants, termites and honey bees. In order to provide readers with an integrated set of concepts and techniques for understanding knowledge discovery and its practical utility, this book blends two distinct disciplines — data mining and knowledge discovery process, and intelligent agents-based computing (swarm intelligence and computational intelligence). For the more advanced reader, researchers, and decision/policy-makers are given an insight into emerging technologies and their possible hybridization, which can be used for activities like dredging, capturing, distributions and the utilization of knowledge in their domain of interest (i.e. business, policy-making, etc.).By studying the behavior of swarm intelligence, this book aims to integrate the computational intelligence paradigm and intelligent distributed agents architecture to optimize various engineering problems and efficiently represent knowledge from the large gamut of data.
