Design and Implementation of Data Mining Tools - Tapa dura

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

 
9781420045901: Design and Implementation of Data Mining Tools
Tapa dura
ISBN 10: 1420045903 ISBN 13: 9781420045901
Editorial: Auerbach Publications, 2009

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

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

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Auerbach Publications
Año de publicación
2009
Idioma
Inglés
ISBN 10 
1420045903
ISBN 13 
9781420045901
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
274
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9780367385552: Design and Implementation of Data Mining Tools

Edición Destacada

ISBN 10:  0367385554 ISBN 13:  9780367385552
Editorial: Auerbach Publications, 2019
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