Forward Classification on Data Streams.
Peng WangPeng ZhangYanan CaoLi GuoBinxing FangPublished in: PAKDD (1) (2014)
Keyphrases
- data streams
- pattern recognition
- data stream classification
- classification scheme
- pattern classification
- classification process
- decision trees
- feature vectors
- streaming data
- supervised learning
- sliding window
- support vector
- automatic classification
- machine learning
- classification algorithm
- class labels
- benchmark datasets
- classification models
- support vector machine svm
- image classification
- support vector machine
- classification accuracy
- feature selection
- incoming data
- concept drifting data streams
- non stationary
- concept drift
- machine learning methods
- decision rules
- data sets
- text classification
- sensor networks
- multi class
- neural network