Rough Set-Based Classification Systems

• Κύριος συγγραφέας: Nowicki, Robert K. (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: Studies in Computational Intelligence, 802
• Θέματα: Computational intelligence.; Artificial intelligence.; Computational Intelligence.; Artificial Intelligence.

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...

Πίνακας περιεχομένων:

• 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.