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Rough Set-Based Classification Systems

This book demonstrates an original concept for implementing the rough set theory in the construction of decision-making systems. It addresses three types of decisions, including those in which the information or input data is insufficient. Though decision-making and classification in cases with miss...

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Detaylı Bibliyografya
Yazar: Nowicki, Robert K. (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer International Publishing : 2019.
Imprint: Springer,
Edisyon:1st ed. 2019.
Seri Bilgileri:Studies in Computational Intelligence, 802
Konular:
Online Erişim:Full-text access
İçindekiler:
  • Introduction
  • Rough Set Theory Fundamentals
  • Rough Fuzzy Classification Systems
  • Fuzzy Rough Classification Systems
  • Rough Neural Network Classifier
  • Rough Nearest Neighbour Classifier
  • Ensembles of Rough Set-Based Classifiers
  • Final Remarks.