Nonstationary data stream classification with online active learning and siamese neural networks.
Kleanthis MalialisChristos G. PanayiotouMarios M. PolycarpouPublished in: CoRR (2022)
Keyphrases
- non stationary
- concept drift
- data stream classification
- active learning
- neural network
- random fields
- data streams
- data stream mining
- adaptive algorithms
- pattern recognition
- empirical mode decomposition
- streaming data
- autoregressive
- data analysis
- data sets
- training examples
- nearest neighbor
- semi supervised
- training set
- sensor data
- data distribution
- incremental learning
- bayesian networks
- decision trees
- learning process
- high dimensional
- fractional brownian motion