SAND: Semi-Supervised Adaptive Novel Class Detection and Classification over Data Stream.
Ahsanul HaqueLatifur KhanMichael BaronPublished in: AAAI (2016)
Keyphrases
- semi supervised
- data streams
- data stream classification
- concept drift
- classification accuracy
- pattern recognition
- supervised learning
- semi supervised learning
- feature extraction
- semi supervised classification
- machine learning
- semi supervised learning algorithms
- decision trees
- image classification
- pattern classification
- feature vectors
- text classification
- unlabeled samples
- labeled data
- supervised classification
- feature selection
- label information
- sliding window
- streaming data
- class labels
- non stationary
- model selection
- support vector
- training data