Novel Class Detection within Classification for Data Streams.
YuQing MiaoLiangpei QiuHong ChenJingxin ZhangYimin WenPublished in: ISNN (2) (2013)
Keyphrases
- data streams
- data stream classification
- concept drift
- support vector
- data sets
- pattern recognition
- pattern classification
- classification method
- machine learning algorithms
- support vector machine svm
- image classification
- classification accuracy
- automatic classification
- classification systems
- classification models
- classification scheme
- machine learning
- model selection
- feature vectors
- decision trees
- feature selection
- classification algorithm
- sliding window
- incremental learning
- feature space
- preprocessing
- feature extraction
- classification process
- anytime classification