Concept Drift Detection in Streaming Classification of Mobile Application Traffic.
Oleg I. SheluhinSergey A. SekretarevPublished in: Autom. Control. Comput. Sci. (2021)
Keyphrases
- concept drift
- mobile applications
- streaming data
- data streams
- classification algorithm
- data stream classification
- novelty detection
- change detection
- ensemble classifier
- decision trees
- pattern recognition
- mobile phone
- drifting concepts
- drift detection
- support vector machine
- machine learning
- support vector
- neural network
- incremental learning
- classification accuracy
- feature space
- feature extraction
- stream mining
- data stream mining
- stream data
- data analysis
- class labels
- end users
- user experience
- network traffic
- text classification