Classification and Novel Class Detection in Data Streams with Active Mining.
Mohammad M. MasudJing GaoLatifur KhanJiawei HanBhavani M. ThuraisinghamPublished in: PAKDD (2) (2010)
Keyphrases
- data streams
- data stream classification
- concept drift
- classification accuracy
- data stream mining
- image classification
- pattern recognition
- data mining
- data sets
- classification models
- classification method
- support vector machine svm
- itemsets
- automatic classification
- classification scheme
- stream mining
- classification algorithm
- support vector machine
- feature selection
- decision trees
- feature vectors
- classification rule mining
- multiple data streams
- mining data streams
- machine learning
- streaming data
- data structure
- text mining
- pattern classification
- web mining
- decision rules
- frequent itemsets
- sliding window
- incremental learning
- knowledge discovery
- sequential patterns
- training data
- change detection
- stream data
- classification rules
- knn
- closed frequent itemsets
- continuous data streams