Artículos relacionados a Design and Implementation of Data Mining Tools

Design and Implementation of Data Mining Tools - Tapa blanda

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

 
9780367385552: Design and Implementation of Data Mining Tools
Tapa blanda
ISBN 10: 0367385554 ISBN 13: 9780367385552
Editorial: Auerbach Publications, 2019

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

De la contraportada

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.

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

Editorial
Auerbach Publications
Año de publicación
2019
Idioma
Inglés
ISBN 10 
0367385554
ISBN 13 
9780367385552
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
272
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Alemania