Combination of Fuzzy Sets and Rough Sets for Machine Learning Purposes (Tutorial Lecture - Extended Abstract).
Chris CornelisHenri BollaertPublished in: FedCSIS (2023)
Keyphrases
- extended abstract
- fuzzy sets
- rough sets
- machine learning
- rough set theory
- membership functions
- data mining
- granular computing
- fuzzy set theory
- pattern recognition
- data analysis
- decision rules
- interval valued
- soft computing
- attribute reduction
- fuzzy rules
- fuzzy logic
- computational intelligence
- approximate reasoning
- rough fuzzy
- fuzzy reasoning
- knowledge reduction
- decision table
- information entropy
- artificial intelligence
- rough sets theory
- fuzzy numbers
- fuzzy relations
- information granules
- fuzzy rough sets
- fuzzy model
- computer vision
- fuzzy systems
- control system
- feature extraction
- decision trees
- image processing
- fuzzy entropy
- feature selection
- real world
- real time