Retrain AI Systems Responsibly! Use Sustainable Concept Drift Adaptation Techniques.
Lorena Poenaru-OlaruJune SallouLuis CruzJan S. RellermeyerArie van DeursenPublished in: GREENS@ICSE (2023)
Keyphrases
- concept drift
- ai systems
- data streams
- intelligent systems
- artificial intelligence
- streaming data
- drifting concepts
- non stationary
- drift detection
- natural language generation
- change detection
- data stream classification
- classification algorithm
- game play
- batch learning
- data distribution
- knowledge representation
- learning algorithm
- data sets
- learning experience
- management system
- reinforcement learning
- data mining