Hyperparameter self-tuning for data streams.
Bruno VelosoJoão GamaBenedita MalheiroJoão VinagrePublished in: Inf. Fusion (2021)
Keyphrases
- data streams
- sliding window
- streaming data
- gaussian processes
- change detection
- sensor networks
- sensor data
- concept drift
- data sets
- model selection
- stream mining
- hyperparameters
- stream data
- data distribution
- mining data streams
- distributed data streams
- pid controller
- gaussian process
- feature selection
- outlier detection
- prior information
- continuous queries
- maximum a posteriori
- data stream mining
- evolving data streams
- data stream classification
- data streaming
- continuous data streams
- support vector machine
- artificial neural networks
- high level declarative