Collaborative orchard pesticide spraying routing problem with multi-vehicles supported multi-UAVs

J Xu, C Liu, J Shao, Y Xue, Y Li - Journal of Cleaner Production, 2024 - Elsevier
The application of UAVs in orchard management presents a substantial opportunity to
enhance efficiency and promote environmentally friendly agricultural production. While …

Estimation and prediction of freeway traffic congestion propagation using tagged vehicle positioning data

Y Li, J Xu, Y Li, Y Xue, Z Yao - Transportmetrica B: transport …, 2024 - Taylor & Francis
Effective estimation and prediction of freeway congestion propagation is the basis for
formulating a traffic management strategy. A new estimation and prediction model for …

A heterogeneous traffic spatio-temporal graph convolution model for traffic prediction

J Xu, Y Li, W Lu, S Wu, Y Li - Physica A: Statistical Mechanics and its …, 2024 - Elsevier
Smart cities require advanced traffic management systems. Traffic forecasting is an essential
task of the advanced transportation system. Traffic spatio-temporal data are often …

A Systematic Review of Recurrent Neural Network Adoption in Missing Data Imputation

N Aqilah Fadzil Akbar, M Izham Jaya… - … of Computing and …, 2024 - journal.uob.edu.bh
Missing data is a pervasive challenge in diverse datasets, often resulting from human error,
system faults, and respondent non-response. Failing to address missing data can lead to …

A short term passenger flow prediction method for urban rail transit considering station classification

T Wang, J Xu, J Chen - International Conference on Smart …, 2024 - spiedigitallibrary.org
Accurately understanding the timing characteristics of urban rail transit (URT) passenger
flows is helpful in improving the operational efficiency. A deep learning-based approach is …

Investigating the elasticity of urban rail transit network after disturbance

Y Xue, H Wang, Y Guo - International Conference on Smart …, 2024 - spiedigitallibrary.org
In order to improve the elasticity of urban rail transit (URT) network, considering action and
recovery process of disruption events, a risk assessment method for URT network based on …