Granule Vectors and Granular Convolutional Classifiers.
Yumin ChenXiao ZhangWei LiShunzhi ZhuPublished in: IEEE Access (2020)
Keyphrases
- granular computing
- information granules
- rough sets
- decision trees
- training data
- support vector
- information processing
- feature set
- fuzzy sets
- vector space
- rough set theory
- feature vectors
- soft computing
- naive bayes
- supervised classification
- machine learning algorithms
- ensemble learning
- linear classifiers
- multiple classifiers
- data mining
- classification systems
- machine learning methods
- svm classifier
- training set
- feature selection
- individual classifiers
- training samples
- deep learning
- classification rate
- pattern recognition
- dimensionality reduction
- data sets
- approximate reasoning
- principal component analysis
- classification method
- network architecture
- fuzzy model
- training examples
- sparse coding
- classification algorithm