Unsupervised Concept Drift Detection based on Parallel Activations of Neural Network.
Joanna KomorniczakPawel KsieniewiczPublished in: CoRR (2024)
Keyphrases
- concept drift
- neural network
- novelty detection
- change detection
- data streams
- streaming data
- drifting concepts
- data distribution
- non stationary
- drift detection
- classification algorithm
- incremental clustering
- evolving data streams
- data stream mining
- unsupervised learning
- semi supervised
- concept descriptions
- detection algorithm
- supervised learning
- knn
- data stream classification
- data sets
- batch learning
- feature selection
- image processing
- database