Experimental Comparisons of Semi-Supervised and Supervised ART Classifiers (Invited Talk).
Michael GeorgiopoulosGeorgios C. AnagnostopoulosMadan BharadwajPublished in: FLAIRS Conference (2003)
Keyphrases
- semi supervised
- invited talk
- labeled and unlabeled data
- co training
- semi supervised learning
- semi supervised support vector machines
- supervised learning
- unlabeled data
- labeled data
- supervised methods
- unlabeled samples
- unsupervised learning
- pairwise
- supervised classification
- multi view
- feature selection
- training data
- decision trees
- labeled training data
- semi supervised classification
- pairwise constraints
- class labels
- semi supervised clustering
- training examples
- weakly supervised
- labeled examples
- knowledge discovery and data mining
- metric learning
- databases
- support vector
- subspace learning
- recent advances
- training samples
- training set
- information technology
- learning algorithm
- information retrieval
- machine learning
- unsupervised methods
- supervised training
- neural network