CSAL: Self-adaptive Labeling based Clustering Integrating Supervised Learning on Unlabeled Data.
Fangfang LiGuandong XuLongbing CaoPublished in: CoRR (2015)
Keyphrases
- unlabeled data
- supervised learning
- unsupervised learning
- semi supervised learning
- labeled data
- active learning
- semi supervised
- label propagation
- data points
- labeling process
- co training
- supervised classification
- training data
- class labels
- labeled examples
- semi supervised classification
- labeled training data
- learning problems
- labeled data for training
- semi supervised clustering
- text categorization
- learning algorithm
- labeled and unlabeled data
- learning tasks
- supervised learning algorithms
- text classification
- pairwise constraints
- training set
- training samples
- k means
- training examples
- labeling effort
- machine learning
- transfer learning
- clustering method
- clustering algorithm
- domain adaptation
- unlabeled examples
- prior knowledge
- data sets
- number of labeled examples
- image segmentation
- instance selection
- multi view
- document clustering
- pair wise constraints
- decision boundary
- multiple instance learning
- pairwise