Streaming Data Analytics for Feature Importance Measures in Concept Drift Detection and Adaptation.
Ali Alizadeh MansouriAbbas JavadtalabNematollaah ShiriPublished in: DEXA (1) (2023)
Keyphrases
- concept drift
- drift detection
- streaming data
- concept drifting data streams
- feature importance
- data streams
- sliding window
- non stationary
- data stream mining
- stream data
- random forest
- data distribution
- change detection
- classification algorithm
- incoming data
- stream mining
- relevance feedback
- feature selection
- machine learning
- data mining
- data sets
- benchmark datasets
- anomaly detection
- stream processing
- semi supervised
- data analysis
- decision trees