Towards a Transition Matrix-Based Concept Drift Approach: Experiments on the Detection Task.
Antonio Carlos Meira NetoRafael Gaspar de SousaMarcelo FantinatoSarajane Marques PeresPublished in: ICEIS (2) (2023)
Keyphrases
- concept drift
- transition matrix
- change detection
- data streams
- markov chain
- drifting concepts
- streaming data
- incremental clustering
- non stationary
- data distribution
- drift detection
- evolving data streams
- batch learning
- neural network
- classification algorithm
- small number
- computer vision
- semi supervised
- transition probabilities
- data stream mining
- data stream classification
- database