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...

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Detaylı Bibliyografya
Asıl Yazarlar: Pal, Sankar K. (Yazar), Ray, Shubhra S. (Yazar), Ganivada, Avatharam (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer International Publishing : 2017.
Imprint: Springer,
Edisyon:1st ed. 2017.
Seri Bilgileri:Studies in Computational Intelligence, 712
Konular:
Computational intelligence.
Artificial intelligence.
Bioinformatics.
Computational Intelligence.
Artificial Intelligence.
Computational and Systems Biology.
Online Erişim:Full-text access
İçindekiler:
  • 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.

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