A semi-supervised auto-encoder using label and sparse regularizations for classification.
Zhilei ChaiWei SongHuiling WangFei LiuPublished in: Appl. Soft Comput. (2019)
Keyphrases
- semi supervised
- class labels
- partially labeled
- label information
- semi supervised classification
- classification accuracy
- multi label learning
- supervised learning
- pattern recognition
- semi supervised learning
- classification method
- training set
- support vector machine
- label propagation
- training samples
- machine learning
- dictionary learning
- sparse coding
- feature extraction
- classification algorithm
- training data
- support vector machine svm
- feature vectors
- text classification
- feature space
- high dimensional
- unlabeled samples
- semi supervised learning algorithms
- subspace learning
- binary classifiers
- low complexity
- dimension reduction
- labeled data
- image classification
- active learning
- feature selection