Multivariate long-time series traffic passenger flow prediction using causal convolutional sparse self-attention MTS-Informer.
Miaonan LiuWei WangXianhui HuYunlai FuFujin XuXinying MiaoPublished in: Neural Comput. Appl. (2023)
Keyphrases
- multivariate time series
- passenger flow
- granger causality
- financial time series
- multivariate time series data
- distributed artificial intelligence
- traffic flow
- multivariate data
- prediction accuracy
- sparse coding
- autoregressive
- simulation model
- dimension reduction
- moving average
- chaotic time series
- prediction model
- non stationary
- neural network
- temporal data
- data mining
- network traffic
- high dimensional
- information technology
- bayesian networks
- temporal patterns
- causal relationships
- spatial structure
- sparse representation
- unsupervised learning
- computer systems
- artificial intelligence
- machine learning
- box jenkins