Classification with Fuzzification Optimization Combining Fuzzy Information Systems and Type-2 Fuzzy Inference

Classification with Fuzzification Optimization Combining Fuzzy Information Systems and Type-2 Fuzzy Inference

In this research, we introduce a classification procedure based on rule induction and fuzzy reasoning. The classifier generalizes attribute information to handle uncertainty, which often occurs in real data. To induce fuzzy rules, we define the corresponding fuzzy information system. A transformatio...

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Bibliographic Details
Main Authors: Martin Tabakov, Adrian Chlopowiec, Adam Chlopowiec, Adam Dlubak
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Applied Sciences
Subjects:
fuzzy sets
interval type-2 fuzzy sets
fuzzy information systems
classification
fuzzification optimization
Online Access:https://www.mdpi.com/2076-3417/11/8/3484

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