Automatic feature extraction based structure decomposition method for multi-classification.
Liping XieHaikun WeiJunsheng ZhaoKanjian ZhangPublished in: Neurocomputing (2016)
Keyphrases
- feature extraction
- decomposition method
- pattern classification
- feature vectors
- pattern recognition
- support vector machine svm
- feature space
- preprocessing
- feature selection
- dimension reduction
- image classification
- classification accuracy
- statistical classification
- discriminant analysis
- automatic classification
- feature representation
- decomposition algorithm
- support vector
- tree decomposition
- extracted features
- decomposition methods
- features extraction
- machine learning
- classification method
- decision rules
- frequency domain
- decision trees
- feature set
- data sets
- image feature extraction
- dimensionality reduction
- wavelet transform
- training data
- pattern representation
- svm classifier
- fisher linear discriminant
- face recognition
- extracting features
- support vector machine
- text classification
- classification models
- model selection
- benchmark datasets
- class labels