Granular Neural Networks, Pattern Recognition and Bioinformatics

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...

Full description

Bibliographic Details
Main Authors: Pal, Sankar K. (Author), Ray, Shubhra S. (Author), Ganivada, Avatharam (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : 2017.
Imprint: Springer,
Edition:1st ed. 2017.
Series:Studies in Computational Intelligence, 712
Subjects:
Computational intelligence.
Artificial intelligence.
Bioinformatics.
Computational Intelligence.
Artificial Intelligence.
Computational and Systems Biology.
Online Access:Full-text access
Table of Contents:
  • Introduction to Granular Computing, Pattern Recognition and Data Mining
  • Classification using Fuzzy Rough Granular Neural Networks
  • Clustering using Fuzzy Rough Granular Self-Organizing Map
  • Fuzzy Rough Granular Neural Network and Unsupervised Feature Selection.

Similar Items