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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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| Format: | e-Book |
| Language: | English |
| Published: |
Cham :
Springer International Publishing :
2019.
Imprint: Springer, |
| Edition: | 1st ed. 2019. |
| Series: | Studies in Computational Intelligence,
802 |
| Subjects: | |
| Online Access: | Full-text access |
Table of Contents:
- 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.