Unsupervised Concept Drift Detection from Deep Learning Representations in Real-time.
Salvatore GrecoBartolomeo VacchettiDaniele ApilettiTania CerquitelliPublished in: CoRR (2024)
Keyphrases
- deep learning
- concept drift
- deep belief networks
- unsupervised learning
- unsupervised feature learning
- change detection
- data streams
- deep architectures
- weakly supervised
- drift detection
- machine learning
- restricted boltzmann machine
- non stationary
- data distribution
- semi supervised
- classification algorithm
- mental models
- feature selection
- data mining
- dimensionality reduction
- semi supervised learning
- supervised learning
- object detection
- nearest neighbor
- object recognition
- pattern recognition
- image processing