Recurring and Novel Class Detection Using Class-Based Ensemble for Evolving Data Stream.
Tahseen Al-KhateebMohammad M. MasudKhaled Al-NaamiSadi Evren SekerAhmad M. MustafaLatifur KhanZouheir TrabelsiCharu C. AggarwalJiawei HanPublished in: IEEE Trans. Knowl. Data Eng. (2016)
Keyphrases
- concept drift
- data streams
- data stream classification
- ensemble learning
- ensemble classifier
- streaming data
- data stream mining
- change detection
- mining concept drifting data streams
- data sets
- noisy data streams
- multi class classification
- sliding window
- incremental learning
- non stationary
- machine learning
- neural network
- continuous queries
- missing values
- concept drifting