Enhancing time series forecasting: A hierarchical transformer with probabilistic decomposition representation.
Junlong TongLiping XieWankou YangKanjian ZhangJunsheng ZhaoPublished in: Inf. Sci. (2023)
Keyphrases
- hierarchical decomposition
- hierarchical representation
- artificial neural networks
- bayesian networks
- hierarchical organization
- fuzzy logic
- hierarchical structure
- learning algorithm
- probabilistic logic
- representation scheme
- feature representation
- image representation
- generative model
- data driven
- uncertain data
- power system
- decomposition method
- inference process
- relational databases
- neural network
- hierarchically organized
- hierarchical tree
- functional decomposition
- binary partition tree