A novel Edge architecture and solution for detecting concept drift in smart environments.
Hassan MehmoodAhmed KhalidPanos KostakosEkaterina GilmanSusanna PirttikangasPublished in: Future Gener. Comput. Syst. (2024)
Keyphrases
- concept drift
- smart environments
- ambient intelligence
- data streams
- data stream classification
- non stationary
- drifting concepts
- drift detection
- context aware
- data distribution
- change detection
- human activities
- sensor data
- context awareness
- learning algorithm
- classification algorithm
- activity recognition
- smart home
- low dimensional
- nearest neighbor