Replacing self-attentions with convolutional layers in multivariate long sequence time-series forecasting.
Yong WangJianjian PengXiaohu WangZhicheng ZhangJunting DuanPublished in: Appl. Intell. (2024)
Keyphrases
- deep belief networks
- artificial neural networks
- deep learning
- network architecture
- sparse coding
- multi layer
- point processes
- mixed data
- multivariate data
- neuro fuzzy
- neural network
- multiple layers
- graphical models
- probabilistic model
- statistical tests
- regression model
- linear combination
- inter layer
- image sequences
- image segmentation
- databases
- empirical bayes
- convolutional neural networks
- multivariate gaussian distribution