A Novel Approach of Adpative Window 2 Technique and Kalman Filter- "KalADWIN2" for Detection of Concept Drift.
Anagha ChaudhariHitham Seddig A. A.Roshani RautAliza SarlanPublished in: IVIC (2023)
Keyphrases
- kalman filter
- concept drift
- kalman filtering
- change detection
- data streams
- drift detection
- object tracking
- data stream classification
- streaming data
- particle filter
- sliding window
- drifting concepts
- target tracking
- extended kalman filter
- non stationary
- mean shift
- particle filtering
- data distribution
- state estimation
- data association
- state space model
- classification algorithm
- data sets
- simultaneous localization and mapping
- update equations
- anomaly detection
- neural network