Design and Implementation of Data Mining Tools

Informationen zum Autor Thuraisingham! Bhavani; Khan! Latifur; Awad! Mamoun; Wang! Lei Klappentext Design and Implementation of Data Mining Tools presents a step by step approach that demonstrates how data mining tools are developed. This book discusses intrusion detection for security application! web page prediction for e-commerce application! and image classification for multimedia application. It provides experimental performance results! examines unique contributions! and addresses limitations for each system. Additional coverage includes supporting technologies such as artificial neural networks! future directions for data mining applications! and data management systems. This text is a practical guide for the industry. Zusammenfassung Showing how data mining tools are developed, this practical guide explains how to use intrusion detection for security applications, Web page surfing prediction for e-commerce applications, and image classification for multimedia applications. It reviews data mining techniques, such as neural networks and support vector machines. Inhaltsverzeichnis Data Mining Techniques and Applications. Data Mining Tool for Intrusion Detection. Data Mining Tool for Web Page Surfing Prediction. Data Mining Tool for Image Classification. Appendix. Index.

Product details

• Authors: Mamoun Awad, Awad Mamoun, Latifur Khan, Khan Latifur, Bhavani Thuraisingham, Bhavani (The University of Texas At Thuraisingham, Bhavani Khan Thuraisingham, Thuraisingham Bhavani, Lei Wang, Wang Lei
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Released: 18.06.2009
• EAN: 9781420045901
• ISBN: 978-1-4200-4590-1
• No. of pages: 274
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; Software Engineering, COMPUTERS / Software Development & Engineering / General, COMPUTERS / Information Technology, computer science, Databases, COMPUTERS / Data Science / Data Analytics, COMPUTERS / Database Administration & Management