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 | 105 | 2023 |
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 | 40 | 2020 |
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 | 22 | 2018 |
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 | 13 | 2017 |
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 | 12 | 2023 |
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 | 11 | 2021 |
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 | 10 | 2023 |
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 | 10 | 2021 |
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 | 7 | 2019 |
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 | 6 | 2018 |
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 | 5 | 2022 |
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 | 4 | 2023 |
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 | 4 | 2020 |
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 | 1 | 2024 |
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 |