Design and Implementation of Data Mining Tools

Based on the authors' own research work, this book explains how to create and employ systems and tools for intrusion detection, Web page surfing prediction, and image classification. Focusing on three applications of data mining, the book takes a practical approach to the subject. A hands-on guide, it 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.

List of contents

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.

About the author

Thuraisingham, Bhavani; Khan, Latifur; Awad, Mamoun; Wang, Lei

Product details

• Authors: Mamoun Awad, Awad Mamoun, Latifur Khan, Khan Latifur, Bhavani Thuraisingham, Bhavani (The University of Texas At Thuraisingham, Thuraisingham Bhavani, Lei Wang, Wang Lei
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Paperback / Softback
• Released: 19.09.2019
• EAN: 9780367385552
• ISBN: 978-0-367-38555-2
• No. of pages: 272
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Programming languages; Software Engineering, COMPUTERS / Software Development & Engineering / General, COMPUTERS / Information Technology, computer science, Databases, COMPUTERS / Data Science / Data Analytics, COMPUTERS / Database Administration & Management