Modern Approaches of Data Mining

Patra Manas Ranjan Dehuri Satchidananda Panda Mrutyunjaya

ISBN 10: 8184874421 / ISBN 13: 9788184874426

Published by Narosa Publishing House Private Limited

pp. 350. Seller Inventory # 126053319

Synopsis:

Modern Approaches of Data Mining discusses key concepts, theories, standards, methodologies, trends, challenges, and applications of data mining (DM) and knowledge discovery in databases (KDD) with the aim of uncovering the hidden patterns from a large gamut of data.

The DM techniques presented in this book have been inspired from the contributions of the diversified domain of researchers in the areas of artificial intelligence, pattern recognition, machine learning, database management systems, and decision sciences. The diverse field of real life applications and the potential initiative of leveraging these tools, techniques, and concepts against the data at hand to identify problems have been focused extensively with examples. Moreover, this book presents precise algorithmic descriptions of methods, including classical methods and their variants.In addition the recently developed novel methods along with their hybridization are also included. The concepts of web data mining is illustrated in a simple manner for easy understandability of the readers. Finally, this book gives in-depth descriptions of data mining applications in multiple-discipline including Intrusion detection.

Bibliographic Details

Title: Modern Approaches of Data Mining
Publisher: Narosa Publishing House Private Limited
Binding: Hardcover
Condition: New