Fuzzy Sets in Data Analysis: From Statistical Foundations to Machine Learning.
Inés CousoChristian BorgeltEyke HüllermeierRudolf KrusePublished in: IEEE Comput. Intell. Mag. (2019)
Keyphrases
- fuzzy sets
- machine learning
- data analysis
- rough sets
- computational intelligence
- membership functions
- pattern recognition
- fuzzy set theory
- statistical methods
- artificial intelligence
- fuzzy logic
- data mining
- fuzzy rules
- membership degree
- rough set theory
- fuzzy inference
- knowledge discovery
- approximate reasoning
- fuzzy sets theory
- fuzzy reasoning
- aggregation operators
- granular computing
- fuzzy relations
- fuzzy similarity
- fuzzy model
- interval valued
- fuzzy entropy
- membership degrees
- fuzzy rough sets
- t norm
- intuitionistic fuzzy sets
- soft computing
- triangular norms
- fuzzy numbers
- real time
- data mining techniques
- decision trees
- feature selection
- computer vision
- neural network
- fuzzy membership functions
- rule base
- information processing
- image processing