W Jiang, J Luo - Expert Systems with Applications, 2022 - Elsevier
Traffic forecasting is important for the success of intelligent transportation systems. Deep learning models, including convolution neural networks and recurrent neural networks, have …
X Geng, X He, L Xu, J Yu - Information Sciences, 2022 - Elsevier
Multivariate time series (MTS) forecasting is an urgent problem for numerous valuable applications. At present, attention-based methods can relieve recurrent neural networks' …
Accurate travel demand forecasting at the regional level benefits to urban traffic management and service operations. Irregular regions can be naturally represented by …
T Zhang, HR Shan, MA Little - Pattern Recognition, 2022 - Elsevier
GraphSAGE is a widely-used graph neural network for classification, which generates node embeddings in two steps: sampling and aggregation. In this paper, we introduce causal …
T Xiang, Q Li, W Li, Y Xiao - Information Processing & Management, 2023 - Elsevier
In the field of online social networks, the effective prediction of group behavior is the key to fitting the trajectory of rumor topic propagation. Considering the heterogeneity and …
Y Liu, S Rasouli, M Wong, T Feng, T Huang - Information Fusion, 2024 - Elsevier
Traffic forecasting plays a critical role in intelligent transportation systems (ITS) in smart cities. Travelers as well as urban managers rely on reliable traffic information to make their …
X Xiao, Z Peng, Y Lin, Z Jin, W Shao… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
With the growing number of cars in cities, smart parking is gradually becoming a strategic issue in building a smart city. As the precondition in smart parking, accurate parking …
Y Sun, X Yao, X Bi, X Huang, X Zhao, B Qiao - Big Data Research, 2021 - Elsevier
Sea surface temperature (SST) is an important indicator for balancing surface energy and measuring sea heat. Various effects caused by the sea temperature field significantly affect …
S Li, JYR Liew - Construction and Building Materials, 2022 - Elsevier
The compressive strength of concrete and mortar under thermal exposure can be determined using the method of elevated-temperature strength test or residual strength test …