| Predictor fusion for short-term traffic forecasting F Guo, JW Polak, R Krishnan Transportation research part C: emerging technologies 92, 90-100, 2018 | 74 | 2018 |
| A computationally efficient two-stage method for short-term traffic prediction on urban roads F Guo, R Krishnan, J Polak Transportation planning and technology 36 (1), 62-75, 2013 | 60 | 2013 |
| Right-of-way reallocation for mixed flow of autonomous vehicles and human driven vehicles T Li, F Guo, R Krishnan, A Sivakumar, J Polak Transportation research part C: emerging technologies 115, 102630, 2020 | 44 | 2020 |
| A deep learning approach for traffic incident detection in urban networks L Zhu, F Guo, R Krishnan, JW Polak 2018 21st International Conference on Intelligent Transportation Systems …, 2018 | 41 | 2018 |
| Transferability improvement in short-term traffic prediction using stacked LSTM network J Li, F Guo, A Sivakumar, Y Dong, R Krishnan Transportation Research Part C: Emerging Technologies 124, 102977, 2021 | 40 | 2021 |
| Short-term traffic prediction under normal and incident conditions using singular spectrum analysis and the k-nearest neighbour method F Guo, R Krishnan, JW Polak IET Digital Library, 2012 | 39 | 2012 |
| Comparison of modelling approaches for short term traffic prediction under normal and abnormal conditions F Guo, JW Polak, R Krishnan 13th International IEEE Conference on Intelligent Transportation Systems …, 2010 | 37 | 2010 |
| Evaluating grid-interactive electric bus operation and demand response with load management tariff Z Wu, F Guo, J Polak, G Strbac Applied Energy 255, 113798, 2019 | 30 | 2019 |
| Urban link travel time estimation using traffic states‐based data fusion L Zhu, F Guo, JW Polak, R Krishnan IET Intelligent Transport Systems 12 (7), 651-663, 2018 | 27 | 2018 |
| Short-term traffic prediction under normal and abnormal traffic conditions on urban roads F Guo, R Krishnan, JW Polak Transportation Research Board 91st Annual Meeting 12, 1627, 2012 | 21 | 2012 |
| The use of convolutional neural networks for traffic incident detection at a network level L Zhu, F Guo, R Krishnan, JW Polak Transportation Research Board 97th Annual MeetingTransportation Research Board, 2018 | 17 | 2018 |
| Traffic monitoring and anomaly detection based on simulation of luxembourg road network L Zhu, R Krishnan, A Sivakumar, F Guo, JW Polak 2019 IEEE Intelligent Transportation Systems Conference (ITSC), 382-387, 2019 | 15 | 2019 |
| The influence of alternative data smoothing prediction techniques on the performance of a two-stage short-term urban travel time prediction framework F Guo, R Krishnan, J Polak Journal of Intelligent Transportation Systems 21 (3), 214-226, 2017 | 14 | 2017 |
| Short-term traffic prediction under normal and abnormal conditions F Guo Imperial College London, 2013 | 11 | 2013 |
| Early identification of recurrent congestion in heterogeneous urban traffic L Zhu, R Krishnan, F Guo, JW Polak, A Sivakumar 2019 IEEE Intelligent Transportation Systems Conference (ITSC), 4392-4397, 2019 | 10 | 2019 |
| A novel three-stage framework for short-term travel time prediction under normal and abnormal traffic conditions F Guo, R Krishnan, J Polak 93rd Transportation Research Board (TRB) Annual Meeting, Washington, DC, 2014 | 10 | 2014 |
| Short-term traffic prediction with deep neural networks and adaptive transfer learning J Li, F Guo, Y Wang, L Zhang, X Na, S Hu 2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020 | 8 | 2020 |
| Investigating the transferability of machine learning methods in short-term travel time prediction J Luan, F Guo, J Polak, N Hoose, R Krishnan Transportation Research Board 97th Annual MeetingTransportation Research Board, 2018 | 6 | 2018 |
| Network-scale traffic prediction via knowledge transfer and regional MFD analysis J Li, N Xie, K Zhang, F Guo, S Hu, XM Chen Transportation research part C: emerging technologies 141, 103719, 2022 | 5 | 2022 |
| A domain adaptation framework for short-term traffic prediction J Li, K Zhang, L Shen, Z Wang, F Guo, P Angeloudis, XM Chen, S Hu 2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021 | 3 | 2021 |
Rajesh KrishnanHonorary Research Fellow, Imperial College LondonVerified email at imperial.ac.uk
