Combining active learning and semi-supervised learning to construct SVM classifier.
Yan LengXinyan XuGuanghui QiPublished in: Knowl. Based Syst. (2013)
Keyphrases
- svm classifier
- semi supervised learning
- semi supervised
- active learning
- unlabeled data
- training set
- labeled data
- support vector machine
- supervised learning
- semi supervised classification
- support vector machine svm
- labeled examples
- label propagation
- feature vectors
- pairwise
- random sampling
- support vector
- training data
- learning problems
- image classification
- labeled and unlabeled data
- machine learning
- unsupervised learning
- transfer learning
- hyperplane
- low rank
- co training
- svm classification
- learning models
- linear classifiers
- neural network
- feature subset
- training examples
- support vectors
- feature extraction
- learning algorithm
- object recognition
- image processing
- feature space
- kernel function