Design and Implementation of Data Mining Tools
CRC Press
Design and Implementation of Data Mining ToolsAuthor(s): Bhavani Thuraisingham, Latifur Khan, Mamoun Awad, Lei Wang\nFormat: Paperback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: CRC Press\nISBN-13: 9780367385552, 978-0367385552\nSynopsis\nFocusing 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.\n\nThe 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.
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