A novel online multi-label classifier for high-speed streaming data applications.
Rajasekar VenkatesanMeng Joo ErMihika DaveMahardhika PratamaShiqian WuPublished in: CoRR (2016)
Keyphrases
- multi label
- streaming data
- multi label classification
- class labels
- data streams
- concept drift
- text categorization
- sliding window
- graph cuts
- image annotation
- binary classification
- image classification
- data distribution
- classification algorithm
- semi supervised learning
- learning tasks
- text classification
- data sets
- binary classifiers
- training data
- feature selection
- cost sensitive
- anomaly detection
- training examples
- unlabeled data
- markov random field
- feature set
- semi supervised
- reinforcement learning
- feature extraction
- learning algorithm