Granular Neural Networks, Pattern Recognition and Bioinformatics

• Κύριοι συγγραφείς: Pal, Sankar K. (Συγγραφέας), Ray, Shubhra S. (Συγγραφέας), Ganivada, Avatharam (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Studies in Computational Intelligence, 712
• Θέματα: 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...

Πίνακας περιεχομένων:

• 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.