A rule-based deep fuzzy system with nonlinear fuzzy feature transform for data classification.
Rui YinXuejun PanLiyong ZhangJianhua YangWei LuPublished in: Inf. Sci. (2023)
Keyphrases
- data sets
- fuzzy sets
- training samples
- data structure
- data processing
- clustering analysis
- database
- fuzzy logic
- data sources
- machine learning
- fuzzy classification
- membership functions
- data points
- preprocessing
- feature vectors
- fuzzy classifier
- image classification
- feature selection
- training data
- feature values
- raw data
- decision trees
- missing values
- neural network
- classification accuracy
- irrelevant features
- pattern classification
- fuzzy rules
- spatial data
- support vector machine svm
- labeled data
- pattern recognition
- data analysis
- image data