Concept Drift Mitigation in Low-Cost Air Quality Monitoring Networks.
Gerardo D'EliaMatteo FerroPaolo SommellaSergio FerlitoSaverio De VitoGirolamo Di FranciaPublished in: Sensors (2024)
Keyphrases
- concept drift
- air quality
- low cost
- data streams
- streaming data
- environmental monitoring
- air pollution
- network monitoring
- non stationary
- data distribution
- monitoring system
- drifting concepts
- change detection
- drift detection
- data stream classification
- classification algorithm
- urban areas
- computer networks
- sensor networks
- neural network
- pattern recognition
- machine learning