Classification and Adaptive Novel Class Detection of Feature-Evolving Data Streams.
Mohammad M. MasudQing ChenLatifur KhanCharu C. AggarwalJing GaoJiawei HanAshok SrivastavaNikunj C. OzaPublished in: IEEE Trans. Knowl. Data Eng. (2013)
Keyphrases
- evolving data streams
- feature vectors
- concept drift
- support vector
- classification algorithm
- feature set
- classification accuracy
- feature extraction
- support vector machine
- image classification
- machine learning
- text classification
- unsupervised learning
- class labels
- query processing
- training set
- supervised learning
- feature space
- data streams
- training data
- machine learning methods
- decision trees
- random forests
- streaming data
- feature selection