GBG++: A Fast and Stable Granular Ball Generation Method for Classification.
Qin XieQinghua ZhangShuyin XiaFan ZhaoChengying WuGuoyin WangWeiping DingPublished in: IEEE Trans. Emerg. Top. Comput. Intell. (2024)
Keyphrases
- generation method
- pattern recognition
- feature extraction
- classification systems
- object classification
- feature selection
- support vector
- classification method
- automated classification
- classification accuracy
- classification algorithm
- benchmark data sets
- benchmark datasets
- data sets
- machine learning methods
- pattern classification
- automatic classification
- classification scheme
- image classification
- support vector machine
- roc curve
- real time
- learning vector quantization
- machine learning
- granular computing
- classification process
- decision trees
- object recognition
- feature vectors
- machine learning algorithms
- text classification
- classification rules
- model selection
- unsupervised learning
- training samples
- class labels
- support vector machine svm