Towards the Interpretation of Convolutional Neural Networks for Image Classification Using Fuzzy Sets.
Michael VasilakakisGeorgia SovatzidiGeorge DimasDimitris K. IakovidisPublished in: SMC (2022)
Keyphrases
- fuzzy sets
- convolutional neural networks
- image classification
- membership functions
- fuzzy set theory
- convolutional network
- rough sets
- fuzzy logic
- feature extraction
- computational intelligence
- image representation
- fuzzy rules
- granular computing
- interval valued
- fuzzy similarity
- approximate reasoning
- soft computing
- fuzzy inference
- membership degree
- fuzzy entropy
- fuzzy numbers
- triangular norms
- image features
- pattern recognition
- fuzzy decision trees
- fuzzy relations
- fuzzy sets theory
- membership degrees
- intuitionistic fuzzy sets
- fuzzy membership functions
- set theory
- fuzzy reasoning
- aggregation operators
- fuzzy measures
- linguistic variables
- fuzzy neural network
- rough set theory
- real world