MGSFformer: A Multi-Granularity Spatiotemporal Fusion Transformer for air quality prediction

Vector Autoregressions

James H. Stock, Mark W. Watson · The Journal of Economic Perspectives · 2001 · 1.1K citations · Full text

Social Sciences, Economics, Econometrics +16

Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting

Lei Bai, Lina Yao, Can Li et al. · arXiv (Cornell University) · 2020 · 699 citations · Full text

Computing, Computer Science, Forecasting +16

Decoupled dynamic spatial-temporal graph neural network for traffic forecasting

Zezhi Shao, Zhao Zhang, Wei Wei et al. · Proceedings of the VLDB Endowment · 2022 · 332 citations · Full text

Engineering, Data Science, Forecasting +15

SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction

Minhao Liu, Ailing Zeng, Muxi Chen et al. · arXiv (Cornell University) · 2021 · 247 citations · Full text

Computing, Computer Science, Forecasting +16

Comprehensive systematic review of information fusion methods in smart cities and urban environments

Mohammed A. Fadhel, Ali M. Duhaim, Ahmed Saihood et al. · Information Fusion · 2024 · 199 citations · Full text

Computing, Computer Science, Artificial Intelligence +16