Granular Neural Networks, Pattern Recognition and Bioinformatics

by Avatharam Ganivada, Shubhra S Ray, Sankar K Pal, et al.

Book Overview

This book provides a uniform framework describing how fuzzy rough granular neural network technologies can be formulated and used in building efficient pattern recognition and mining models. It also discusses the formation of granules in the notion of both fuzzy and rough sets. Judicious integration in forming fuzzy-rough information granules based on lower approximate regions enables the network to determine the exactness in class shape as well...

• Format: Paperback
• Language: English
• ISBN: 3319860798
• ISBN13: 9783319860794
• Release Date: July 2018
• Publisher: Springer
• Length: 227 Pages
• Weight: 0.78 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"