Predicting Multivariate Time Series Using Subspace Echo State Network.
Min HanMeiling XuPublished in: Neural Process. Lett. (2015)
Keyphrases
- multivariate time series
- echo state networks
- hilbert space
- multivariate time series data
- recurrent neural networks
- subspace clustering
- temporal patterns
- dimension reduction
- categorical data
- low dimensional
- high dimensional
- temporal data
- principal component analysis
- spatial structure
- predicting future
- high dimensional data
- feature space
- phase space reconstruction
- autoregressive
- feed forward
- computer vision
- cluster analysis
- clustering method
- least squares
- artificial neural networks
- feature extraction
- website