OSNN: An Online Semisupervised Neural Network for Nonstationary Data Streams.
Rodrigo G. F. SoaresLeandro L. MinkuPublished in: IEEE Trans. Neural Networks Learn. Syst. (2023)
Keyphrases
- non stationary
- data streams
- neural network
- concept drift
- semi supervised
- random fields
- back propagation
- empirical mode decomposition
- adaptive algorithms
- autoregressive
- data sets
- sliding window
- sensor networks
- artificial neural networks
- pattern recognition
- blind source separation
- streaming data
- bp neural network
- online learning
- neural network model
- knn
- wavelet transform
- change detection
- financial time series
- parameter estimation
- reinforcement learning
- fourier analysis
- fractional brownian motion
- evolving data streams