Rule-based granular classification: A hypersphere information granule-based method.
Chen FuWei LuWitold PedryczJianhua YangPublished in: Knowl. Based Syst. (2020)
Keyphrases
- classification method
- classification accuracy
- support vector machine svm
- training samples
- preprocessing
- detection method
- support vector machine
- accuracy rate
- machine learning methods
- pattern classification
- prior information
- prior knowledge
- significant improvement
- machine learning
- decision rules
- cross validation
- image classification
- feature set
- benchmark data sets
- pairwise
- similarity measure
- feature extraction
- classification scheme
- statistical information
- classification process
- granular computing
- model selection
- high accuracy
- information extraction
- high dimensional
- keywords
- feature selection
- learning algorithm