The Future of Fuzzy Sets in Finance: New Challenges in Machine Learning and Explainable AI.
Silvia MuzzioliPublished in: WILF (2018)
Keyphrases
- fuzzy sets
- machine learning
- computational intelligence
- artificial intelligence
- membership functions
- fuzzy set theory
- fuzzy logic
- rough sets
- intelligent systems
- pattern recognition
- approximate reasoning
- granular computing
- soft computing
- fuzzy rules
- real world
- fuzzy sets theory
- fuzzy entropy
- fuzzy reasoning
- fuzzy numbers
- fuzzy similarity
- interdisciplinary field
- decision trees
- fuzzy relations
- knowledge representation
- artificial neural networks
- evolutionary computation
- triangular norms
- interval valued
- fuzzy membership functions
- type fuzzy logic systems
- set theory
- fuzzy inference
- fuzzy systems
- data mining
- rule base
- natural language processing
- knowledge discovery
- membership degrees
- data analysis
- feature extraction