| Optimal passenger-seeking policies on E-hailing platforms using Markov decision process and imitation learning Z Shou, X Di, J Ye, H Zhu, H Zhang, R Hampshire Transportation Research Part C: Emerging Technologies 111, 91-113, 2020 | 70 | 2020 |
| Vision-cloud data fusion for ADAS: A lane change prediction case study Y Liu, Z Wang, K Han, Z Shou, P Tiwari, JHL Hansen IEEE Transactions on Intelligent Vehicles 7 (2), 210-220, 2021 | 47 | 2021 |
| Similarity analysis of frequent sequential activity pattern mining Z Shou, X Di Transportation Research Part C: Emerging Technologies 96, 122-143, 2018 | 46 | 2018 |
| Sensor fusion of camera and cloud digital twin information for intelligent vehicles Y Liu, Z Wang, K Han, Z Shou, P Tiwari, JHL Hansen 2020 IEEE Intelligent Vehicles Symposium (IV), 182-187, 2020 | 44 | 2020 |
| Reward design for driver repositioning using multi-agent reinforcement learning Z Shou, X Di Transportation research part C: emerging technologies 119, 102738, 2020 | 40 | 2020 |
| Long-term prediction of lane change maneuver through a multilayer perceptron Z Shou, Z Wang, K Han, Y Liu, P Tiwari, X Di 2020 IEEE Intelligent Vehicles Symposium (IV), 246-252, 2020 | 34 | 2020 |
| Using GPS-data to determine optimum electric vehicle ranges: A Michigan case study CJ Meinrenken, Z Shou, X Di Transportation Research Part D: Transport and Environment 78, 102203, 2020 | 32 | 2020 |
| Multi-agent reinforcement learning for markov routing games: A new modeling paradigm for dynamic traffic assignment Z Shou, X Chen, Y Fu, X Di Transportation Research Part C: Emerging Technologies 137, 103560, 2022 | 29 | 2022 |
| Self-heating of a polymeric particulate composite under mechanical excitations Z Shou, F Chen, H Yin Mechanics of Materials 117, 116-125, 2018 | 19 | 2018 |
| Similarity analysis of spatial-temporal mobility patterns for travel mode prediction using twitter data Z Shou, Z Cao, X Di 2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020 | 10 | 2020 |
| Systems and methods for long-term prediction of lane change maneuver Z Shou, Z Wang, K Han, Y Liu, P Tiwari US Patent 11,433,923, 2022 | 2 | 2022 |
| Systems and methods for providing guidance to vehicle drivers regarding predicted lane-change behavior of other vehicle drivers Z Shou, K Han, Z Wang, Y Liu, P Tiwari US Patent 11,151,880, 2021 | 2 | 2021 |
| Rest stop recommendation system Z Shou, Z Wang, K Han, Y Liu, P Tiwari US Patent App. 16/998,529, 2022 | 1 | 2022 |
| Identifying a specific object in a two-dimensional image of objects Y Liu, Z Wang, K Han, Z Shou, P Tiwari US Patent 11,222,215, 2022 | 1 | 2022 |
| Bayesian Optimization for Multi-Agent Routing in Markov Games Z Shou, X Chen, X Di 2022 IEEE 25th International Conference on Intelligent Transportation …, 2022 | | 2022 |
| Harnessing Big Data for the Sharing Economy in Smart Cities Z Shou Columbia University, 2021 | | 2021 |
Xuan Sharon DiAssociate Professor at Civil Engineering & Engineering Mechanics, Columbia UniversityVerified email at columbia.edu
