A novel mixed method of machine learning based models in vehicular traffic flow prediction Z Wang, P Sun, Y Hu, A Boukerche Proceedings of the 25th International ACM Conference on Modeling Analysis …, 2022 | 12 | 2022 |
St-mlp: A cascaded spatio-temporal linear framework with channel-independence strategy for traffic forecasting Z Wang, Y Nie, P Sun, NH Nguyen, J Mulvey, HV Poor arXiv preprint arXiv:2308.07496, 2023 | 8 | 2023 |
A novel time efficient machine learning-based traffic flow prediction method for large scale road network Z Wang, P Sun, A Boukerche ICC 2022-IEEE International Conference on Communications, 3532-3537, 2022 | 8 | 2022 |
A novel hybrid method for achieving accurate and timeliness vehicular traffic flow prediction in road networks Z Wang, P Sun, Y Hu, A Boukerche Computer Communications 209, 378-386, 2023 | 6 | 2023 |
Sfl: A high-precision traffic flow predictor for supporting intelligent transportation systems Z Wang, P Sun, Y Hu, A Boukerche GLOBECOM 2022-2022 IEEE Global Communications Conference, 251-256, 2022 | 6 | 2022 |
ST-GIN: An Uncertainty Quantification Approach in Traffic Data Imputation with Spatio-temporal Graph Attention and Bidirectional Recurrent United Neural Networks Z Wang, D Zhuang, Y Li, J Zhao, P Sun Proceeding of the 26th IEEE International Conference on Intelligent …, 2023 | 5 | 2023 |
Large Language Models for Mobility in Transportation Systems: A Survey on Forecasting Tasks Z Zhang, Y Sun, Z Wang, Y Nie, X Ma, P Sun, R Li arXiv preprint arXiv:2405.02357, 2024 | 1 | 2024 |
SST: A Simplified Swin Transformer-based Model for Taxi Destination Prediction based on Existing Trajectory Z Wang, Y Sun, Z Lei, X Zhu, P Sun Proceeding of the 26th IEEE International Conference on Intelligent …, 2023 | 1 | 2023 |