Granular Neural Networks, Pattern Recognition and Bioinformatics

• Main Authors: Pal, Sankar K. (Author), Ray, Shubhra S. (Author), Ganivada, Avatharam (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Studies in Computational Intelligence, 712
• Subjects: Engineering.; Artificial intelligence.; Bioinformatics.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Computational Biology/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...