KNOWLEDGE MINING USING INTELLIGENT AGENTS(ADVANCES IN COMPUTER SCIENCE AND ENGINEERING: TEXTS)

运用智能代理的知识挖掘

人工智能

原   价:
1272.00
售   价:
954.00
发货周期:预计3-5周发货
作      者
出  版 社
出版时间
2010年12月22日
装      帧
精装
ISBN
9781848163867
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页      码
324
语      种
英文
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图书简介
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. Key Features • Addresses the various issues/problems of knowledge discovery, data mining tasks and the various design challenges by the use of different intelligent agents technologies • New and unique intelligent agents techniques (computational intelligence + swarm intelligence) for knowledge discovery in databases and data mining to solve the tasks of different phases of knowledge discovery • Highlights data pre-processing for knowledge mining and post-processing of knowledge that is ignored by most of the authors • This book will consist of a collection of well-organized chapters written by prospective authors who are actively engaged in this active area of research
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Harvard Library
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