Novelty detection: Unlabeled data definitely help.
Clayton ScottGilles BlanchardPublished in: AISTATS (2009)
Keyphrases
- novelty detection
- unlabeled data
- labeled data
- semi supervised learning
- semi supervised
- active learning
- training data
- anomaly detection
- semi supervised classification
- labeled examples
- supervised learning
- co training
- text categorization
- text classification
- labeled training data
- labeled and unlabeled data
- training set
- data points
- training examples
- concept drift
- improve the classification accuracy
- learning algorithm
- class labels
- class distribution
- domain adaptation
- unsupervised learning
- multi view
- transfer learning
- pattern recognition
- neural network
- data sets
- support vector machine
- pairwise
- image processing
- information retrieval