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Shuhui Gong
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Analytics and machine learning in vehicle routing research
R Bai, X Chen, ZL Chen, T Cui, S Gong, W He, X Jiang, H Jin, J Jin, ...
International Journal of Production Research 61 (1), 4-30, 2023
1052023
Extracting activity patterns from taxi trajectory data: A two-layer framework using spatio-temporal clustering, Bayesian probability and Monte Carlo simulation
S Gong, J Cartlidge, R Bai, Y Yue, Q Li, G Qiu
International Journal of Geographical Information Science 34 (6), 1210-1234, 2020
402020
Spatio-temporal prediction of shopping behaviours using taxi trajectory data
J Cartlidge, S Gong, R Bai, Y Yue, Q Li, G Qiu
2018 IEEE 3rd International Conference on Big Data Analysis (ICBDA), 112-116, 2018
222018
Geographical Huff model calibration using taxi trajectory data
S Gong, J Cartlidge, Y Yue, G Qiu, Q Li, J Xin
Proceedings of the 10th ACM SIGSPATIAL Workshop on Computational …, 2017
132017
Agent-based modelling with geographically weighted calibration for intra-urban activities simulation using taxi GPS trajectories
S Gong, X Dong, K Wang, B Lei, Z Jia, J Qin, C Roadknight, Y Liu, R Cao
International Journal of Applied Earth Observation and Geoinformation 122 …, 2023
122023
Spatio-temporal parking behaviour forecasting and analysis before and during COVID-19
S Gong, X Mo, R Cao, Y Liu, W Tu, R Bai
arXiv preprint arXiv:2108.07731, 2021
112021
Spatio-temporal parking occupancy forecasting integrating parking sensing records and street-level images
S Gong, J Qin, H Xu, R Cao, Y Liu, C Jing, Y Hao, Y Yang
International Journal of Applied Earth Observation and Geoinformation 118 …, 2023
102023
Geographical and temporal huff model calibration using taxi trajectory data
S Gong, J Cartlidge, R Bai, Y Yue, Q Li, G Qiu
GeoInformatica 25, 485-512, 2021
102021
Activity modelling using journey pairing of taxi trajectory data
S Gong, J Cartlidge, R Bai, Y Yue, Q Li, G Qiu
2019 IEEE 4th International Conference on Big Data Analytics (ICBDA), 236-240, 2019
72019
Automated prediction of shopping behaviours using taxi trajectory data and social media reviews
S Gong, J Cartlidge, R Bai, Y Yue, Q Li, G Qiu
2018 IEEE 3rd International Conference on Big Data Analysis (ICBDA), 117-121, 2018
62018
Spatio-temporal travel volume prediction and spatial dependencies discovery using gru, gcn and bayesian probabilities
S Gong, Z Sun, Y Zuo, T Bian
2022 7th International Conference on Big Data Analytics (ICBDA), 130-136, 2022
52022
A novel hybrid framework based on temporal convolution network and transformer for network traffic prediction
Z Zhang, S Gong, Z Liu, D Chen
Plos one 18 (9), e0288935, 2023
42023
Data-driven agent-based model of intra-urban activities
S Gong, J Cartlidge, R Bai, Y Yue, Q Li, G Qiu
2020 5th IEEE International Conference on Big Data Analytics (ICBDA), 160-166, 2020
42020
Self-paced Gaussian-based graph convolutional network: predicting travel flow and unravelling spatial interactions through GPS trajectory data
S Gong, J Liu, Y Yang, J Cai, G Xu, R Cao, C Jing, Y Liu
International Journal of Digital Earth 17 (1), 2353123, 2024
12024
Integrating trajectory data and demographic characteristics: a trajectory semantic model for predicting travel flow and conducting interaction analysis
C Liu, S Gong, H Su, J Chen, H Guo, J He, C Jing, Y Liu
International Journal of Digital Earth 17 (1), 2392842, 2024
2024
A two-layer graph-convolutional network for spatial interaction imputation from hierarchical functional regions
Z Xiao, S Gong, Q Wang, H Di, C Jing
International Journal of Applied Earth Observation and Geoinformation 134 …, 2024
2024
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