Latent Network Construction for Univariate Time Series Based on Variational Auto-Encode.
Jiancheng SunZhinan WuSi ChenHuimin NiuZongqing TuPublished in: Entropy (2021)
Keyphrases
- multivariate time series
- latent variables
- dynamic time warping
- non stationary
- temporal patterns
- abnormal patterns
- image segmentation
- optical flow
- autoregressive
- decision trees
- dimension reduction
- symbolic representation
- variational methods
- moving average
- weather forecasting
- distance measure
- graphical models
- neural network
- free energy
- turning points