A Wide Fuzzy Apriori Classifier with Triple Diversity Guarantee from Feature, Sample and Rule Levels.
Shitong WangRunshan XiePublished in: FUZZ (2024)
Keyphrases
- feature set
- association rules
- fuzzy classifier
- small sample
- fuzzy sets
- classifier ensemble
- fuzzy logic
- improve the recognition accuracy
- input features
- rule generation
- training data
- fuzzy rules
- feature values
- majority vote
- fuzzy rule based classifier
- selection scheme
- nearest neighbour
- feature selection
- learning algorithm
- training samples
- combination rule
- diversity measures
- decision trees
- feature subset
- fuzzy controller
- fuzzy decision trees
- labeled samples
- fuzzy classification
- image features
- feature vectors
- test data
- fuzzy rule based systems
- sample set
- support vector machine
- feature maps
- weak classifiers
- classification rules
- svm classifier
- evolutionary algorithm
- frequent itemsets
- feature space
- t norm
- association rule mining
- fuzzy numbers
- fuzzy clustering
- feature extractor
- sample size
- representative samples
- clustering algorithm