A Revealed Imperfection in Concept Drift Correction in Metabolomics Modeling.
Jana SchwarzerovaAles KostovalAdam BajgerLucia JakubikovaIro PieridesLubos PopelínskýKarel SedlárWolfram WeckwerthPublished in: ITIB (2022)
Keyphrases
- concept drift
- data streams
- drift detection
- drifting concepts
- streaming data
- data distribution
- classification algorithm
- non stationary
- change detection
- batch learning
- incremental clustering
- bayesian networks
- reinforcement learning
- image processing
- data stream classification
- data stream mining
- concept descriptions
- evolving data streams
- database
- data sets
- identify potential
- target concept
- learning algorithm
- management system