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Design and Implementation of Data Mining Tools (Hardcover)
Loot Price: R2,893
Discovery Miles 28 930
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Design and Implementation of Data Mining Tools (Hardcover)
Expected to ship within 12 - 17 working days
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Focusing on three applications of data mining, Design and
Implementation of Data Mining Tools explains how to create and
employ systems and tools for intrusion detection, Web page surfing
prediction, and image classification. Mainly based on the authors'
own research work, the book takes a practical approach to the
subject. The first part of the book reviews data mining techniques,
such as artificial neural networks and support vector machines, as
well as data mining applications. The second section covers the
design and implementation of data mining tools for intrusion
detection. It examines various designs and performance results,
along with the strengths and weaknesses of the approaches. The
third part presents techniques to solve the WWW prediction problem.
The final part describes models that the authors have developed for
image classification. Showing step by step how data mining tools
are developed, this hands-on guide discusses the performance
results, limitations, and unique contributions of data mining
systems. It provides essential information for technologists to
decide on the tools to select for a particular application, for
developers to focus on alternative designs if an approach is
unsuitable, and for managers to choose whether to proceed with a
data mining project.
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