Granular neural networks, pattern recognition and bioinformatics

• Main Authors: Pal, Sankar K., (Author), Ray, Shubhra S., (Author), Ganivada, Avatharam, (Author)
• Format: eBook
• Language: English
• Published: Cham, Switzerland : Springer, 2017.
• Series: Studies in computational intelligence ; v. 712.
• Subjects: Neural networks (Computer science); Pattern recognition systems.; elektronické knihy; electronic books
• ISBN: 9783319571157; 9783319571133
• Physical Description: 1 online resource (xix, 227 pages) : illustrations (some color)

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...