A novel online multi-label classifier for high-speed streaming data applications.
Rajasekar VenkatesanMeng Joo ErMihika DaveMahardhika PratamaShiqian WuPublished in: Evol. Syst. (2017)
Keyphrases
- multi label
- streaming data
- multi label classification
- class labels
- data streams
- text categorization
- concept drift
- image annotation
- image classification
- sliding window
- graph cuts
- text classification
- binary classification
- classification algorithm
- feature selection
- data distribution
- multi class
- binary classifiers
- decision trees
- ensemble learning
- anomaly detection
- support vector
- multi dimensional
- semi supervised learning
- knowledge discovery
- change detection
- pairwise
- learning algorithm
- training data
- feature space
- learning tasks
- training set
- svm classifier
- knn
- training examples
- support vector machine
- k nearest neighbor
- supervised learning