Fog-DeepStream: A new approach combining LSTM and Concept Drift for data stream analytics on Fog computing.
Brenno de Mello AlencarJoão Paulo CanárioRuivaldo Lobão-NetoCássio V. S. PrazeresAbert BifetRicardo Araújo RiosPublished in: Internet Things (2023)
Keyphrases
- concept drift
- data streams
- streaming data
- drift detection
- drifting concepts
- data stream classification
- data stream mining
- change detection
- non stationary
- stream data
- mining data streams
- data distribution
- incremental clustering
- sliding window
- high speed data streams
- classification algorithm
- continuous queries
- evolving data streams
- recurrent neural networks
- batch learning
- data mining
- stream mining
- supervised learning
- class labels
- neural network