Tell your friends about this item:
Design and Implementation of Data Mining Tools Bhavani Thuraisingham 1st edition
Ordered from remote warehouse
Our customers say:
Design and Implementation of Data Mining Tools
Bhavani Thuraisingham
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.
272 pages
| Media | Books Paperback Book (Book with soft cover and glued back) |
| Released | September 19, 2019 |
| ISBN13 | 9780367385552 |
| Publishers | Taylor & Francis Ltd |
| Pages | 272 |
| Dimensions | 150 × 220 × 10 mm · 453 g |
| Language | English |
More by Bhavani Thuraisingham
Show all
![Cover for Bhavani Thuraisingham · Analyzing and Securing Social Networks (Paperback Book) [size L] (2020)](https://imusic.b-cdn.net/images/item/original/540/9780367658540.jpg?bhavani-thuraisingham-2020-analyzing-and-securing-social-networks-paperback-book&class=scaled&v=1605433298)
![Cover for Bhavani Thuraisingham · Security for Object-Oriented Systems: Proceedings of the OOPSLA-93 Conference Workshop on Security for Object-Oriented Systems, Washington DC, USA, 26 September 1993 - Workshops in Computing (Paperback Book) [Edition. Ed. edition] (1994)](https://imusic.b-cdn.net/images/item/original/772/9783540198772.jpg?bhavani-thuraisingham-1994-security-for-object-oriented-systems-proceedings-of-the-oopsla-93-conference-workshop-on-security-for-object-oriented-systems-washington-dc-usa-26-september-1993-workshops-in-computing-paperback-book&class=scaled&v=1582857615)
Mere med samme udgiver
See all of Bhavani Thuraisingham ( e.g. Hardcover Book and Paperback Book )