Long Time Series Deep Forecasting with Multiscale Feature Extraction and Seq2seq Attention Mechanism.
Xin WangZhiming CaiYixian LuoZhijie WenShihui YingPublished in: Neural Process. Lett. (2022)
Keyphrases
- multiscale
- feature extraction
- attention mechanism
- weather forecasting
- wavelet transform
- image processing
- financial time series
- forecasting accuracy
- visual attention
- image representation
- feature space
- box jenkins
- dynamic time warping
- image segmentation
- short term
- feature vectors
- face recognition
- exponential smoothing
- arma model
- feature selection
- image classification
- scale space
- image features
- multiresolution
- forecasting model
- computational complexity
- high quality
- chaotic time series