Publications

International Journals

  1. Seunghyeon Lee, Dong Ngoduy, Mehdi Keyvan-Ekbatani, 2019. Integrated deep learning and stochastic car-following model for traffic dynamics on multi-lane freeways. Transportation Research Part C: Emerging Technologies, https://doi.org/10.1016/j.trc.2019.07.023.
  2. Dong Ngoduy, Seunghyeon Lee, Mehdi Keyvan-Ekbatani, H. L. Vu, 2019. Langevin method for a continuous stochastic car-following model and its stability conditions. Transportation Research Part C: Emerging Technologies, vol. 105, pp. 599-610, https://doi.org/10.1016/j.trc.2019.06.005
  3. Mihaita A. S., Dupont L., Cherry O., Camargo M., Cai C., Evaluating air quality inside an eco-neighbourhood by combining stationary and smart mobile pollution, Journal of Cleaner Production (JCLP), Vol. 221, pp 398-418, ISSN = 0959-6526, https://doi.org/10.1016/j.jclepro.2019.02.179 (IF = 6.2, H5 = 116).
  4. Mihaita A. S., Benavides, M., Camargo, C. Cai, Predicting air quality by integrating a mesoscopic traffic simulation model and air pollutant estimation models, International Journal of Intelligent Transportation System Research (IJITSR), DOI: 10.1007/s13177-018-0160-z, Online ISSN1868-8659, Online in June 2018, Volume 17, Issue 2, pp 125–141 (SJR=0.209, SNIP = 0.468).
  5. Mihaita A. S., Dupont L., Camargo M., Multi-objective traffic signal optimization using 3D mesoscopic simulation and evolutionary algorithms, Simulation Modelling Practice and Theory (SIMPAT), https://doi.org/10.1016/j.simpat.2018.05.005, Volume 86, August 2018, Pages 120-138, (IF = 2.063, H5=49).
  6. Wen Tao, Mihaita A.S., Nguyen Hoang, Cai Chen, Fang Chen, Integrated Incident decision support using traffic simulation and data-driven models. Transportation Research Record: J ournal of the Transportation Research Board (TRR), https://doi.org/10.1177/0361198118782270, 2672(42), pp. 247-256, 2018 (IF = 0.695, H5 = 48).
  7. Le Minh Kieu, Yuming Ou, Chen Cai, Large-scale Transit Market Segmentation with Spatial-Behavioural Features. Transportation Research Part C: Emerging Technologies, vol. 90, pp. 97-113, 2018. https://doi.org/10.1016/j.trc.2018.03.003
  8. Seunghyeon Lee, S.C. Wong, Pravin Varaiya, 2017. Group-based Hierarchical Adaptive Traffic-Signal Control Part I: Formulation, Transportation Research Part B: Methodological, vol. 105, pp. 1-18, https://doi.org/10.1016/j.trb.2017.08.008
  9. Seunghyeon Lee, S.C. Wong, Pravin Varaiya, 2017. Group-based Hierarchical Adaptive Traffic-Signal Control Part II: Implementation, Transportation Research Part B: Methodological, vol. 104, pp. 376-397, https://doi.org/10.1016/j.trb.2017.08.009
  10. Seunghyeon Lee, S.C. Wong, 2017. Group-Based Approach to Derivatives of Delay Models Based on Incremental Queue Accumulations for Isolated Signalized Junctions, Transportmetrica B, p.1-21, https://doi.org/10.1080/21680566.2017.1377646
  11. Seunghyeon Lee, S.C. Wong, 2017. Group-based Approach to Predictive Delay Model Based on Incremental Queue Accumulations for Adaptive Traffic Control Systems, Transportation Research Part B: Methodological, vol. 98, pp. 1-20, https://doi.org/10.1016/j.trb.2016.12.008
  12. Seunghyeon Lee, S.C. Wong, Y.C. Li, 2015. Real-Time Estimation of Lane-based Queue Lengths at Isolated Signalized Junctions, Transportation Research Part C: Emerging Technologies, vol. 56, pp. 1-17, https://doi.org/10.1016/j.trc.2015.03.019
  13. Seunghyeon Lee, S.C. Wong, Clement Chun Cheong Pang, Keechoo Choi, 2015. Real-Time Estimation of Lane-to-Lane Turning Flows at Isolated Signalized Junctions, IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 3, pp. 1549-1558, https://doi.org/10.1109/tits.2014.2365876
  14. Keechoo Choi, Seunghyeon Lee, Ilsoo Yun, Yongju Yi, 2014. A Methodology Development for Estimating the Retroreflectivity of Pavement Markings and Traffic Guide Signs Using Digital Images, Journal of the Korean Society of Civil Engineers, vol. 34, no. 1, pp. 185-194, https://doi.org/10.12652/ksce.2014.34.1.0185
  15. Seungkyu Lee, Seunghyeon Lee, Keechoo Choi, 2012. Optimal Mixtures of Roadway Pavement Marking Beads under Various Weather Conditions. International Journal of Highway Engineering, vol. 14, no. 3, pp. 131-140, https://doi.org/10.7855/ijhe.2012.14.3.131
  16. Seunghyeon Lee, Jaeyoung Lee, Keechoo Choi, 2010. Estimation of Road User Costs Caused by Work Zones and Economic Analysis in the Feasibility Study. Journal of the Korean Society of Civil Engineers, vol. 30, no. 5D, pp. 461-465, http://www.koreascience.or.kr/article/JAKO201001660924041.page

Conference proceedings

  1. Mihaita A.S., Li Haowen, He Zongyang, Rizoiu Marian-Andrei, Motorway Traffic Flow Prediction using Advanced Deep Learning, IEEE Intelligent Transport Systems Conference, Auckland, New Zealand, 27-30 October 2019. Preprint Link
  2. Seunghyeon Lee, Dong Ngoduy, 2019. Model-based and data-driven approach to predictions of lane-based traffic quantities for real-time traffic operations with incomplete fixed on-road sensor data. 2019 IEEE Intelligent Transportation Systems Conference (ITSC19), Auckland, New Zealand, upcoming
  3. Seunghyeon Lee, Dong Ngoduy, 2019. A predictive model of lane-changing possibilities: deep learning approach. The Tenth Triennial Symposium on Transportation Analysis (TRISTAN X), Hamilton Island, Australia
  4. Mihaita, A.S., Liu, Z., Cai, C., Rizoiu, M.A “Arterial incident duration prediction using a bi-level framework of extreme gradient-tree boosting”, ITS World Congress 2019, Singapore, 21-25 Oct 2019, accepted April 2019. Preprint Link
  5. Mao, T., Mihaita, A.S., Cai, C., Traffic Signal Control Optimisation under Severe Incident Conditions using Genetic Algorithm, ITS World Congress 2019, Singapore, 21-25 Oct 2019, accepted April 2019. Preprint Link
  6. Shaffiei, S. Mihaita, A.S., Cai, C., Demand Estimation and Prediction for Short-term Traffic Forecasting in Existence of Non-recurrent Incidents, ITS World Congress 2019, Singapore, 21-25 Oct 2019, accepted April 2019. Preprint Link
  7. Jaeyong Song, Ingon Ryu, Seunghyeon Lee, Keechoo Choi, 2019. A Study on the User Characteristics and Perception-reaction Time of Personal Mobility. The 80th Conference of Korean Society of Transportation, Seoul, South Korea
  8. Seunghyeon Lee, Kun Xie, Dong Ngoduy, Mehdi Keyvan-Ekbatani, 2018. A lane-based predictive model of downstream arrival rates in a queue estimation model using a long short-term memory network, Transportation Research Procedia, Vol. 34, pp. 163-170, https://doi.org/10.1016/j.trpro.2018.11.028
  9. Seunghyeon Lee, Dong Ngoduy, Mehdi Keyvan-Ekbatani, 2018. Multi-lane Stochastic Continuous Car-following Model Considering Discretionary Lane-changing Manoeuvres. TRB 97th Annual Meeting, Washington D.C
  10. Seunghyeon Lee, S.C. Wong, Pravin Varaiya, 2018. Group-based Hierarchical Adaptive Traffic-Signal Control for Isolated Junctions. TRB 97th Annual Meeting, Washington D.C.
  11. Mihaita A. S., Dupont L., Cherry O., Camargo M., Cai C., Air quality monitoring using stationary versus mobile sensing units: a case study from Lorraine, France, 25th ITS World Congress (ITSWC 2018), Copenhagen, Denmark, 17-21st of September 2018, (H5=11). Preprint Link
  12. Wen Tao, Mihaita A.S., Nguyen Hoang, Cai Chen, Integrated Incident decision support using traffic simulation and data-driven models. Transportation Research Board 97th Annual Meeting (TRB 2018), Washington D.C., January 7-11, 2018, H5=48. Preprint Link
  13. Mihaita A. S., Tyler Paul, Wall John, Vecovsky Vanessa, Cai Chen, Positioning and collision alert investigation for DSRC-equipped light vehicles through a case study in CITI,  24th World Congress on Intelligent Transportation Systems (ITSWC 2017), Montreal, Canada, 29 October - 2 November 2017, H5=11. Preprint Link
  14. Mihaita A. S, Cai Chen, Chen Fang, Event-triggered control for improving the positioning accuracy of connected vehicles equipped with DSRC,  International Federation of Automatic Control World Congress (IFAC WC 2017), 9-14 July 2017, Toulouse, France, H5 = 32. Preprint Link
  15. Mihaita A. S, Tyler Paul, Menon Aditya, Wen Tao, Ou Yuming, Cai Chen, Chen Fang, "An investigation of positioning accuracy transmitted by connected heavy vehicles using DSRC",  Transportation Research Board 96th Annual Meeting (TRB 2017), Washington D.C., January 8-12, 2017, H5=48. Preprint Link
  16. Dong Ngoduy, Seunghyeon Lee, Mehdi Keyvan-Ekbatani, Hai Le Vu, 2017. A coupled stochastic continuous car-following model using Langevin method. 22nd International Conference of the Hong Kong Society for Transportation Studies, Hong Kong
  17. Seunghyeon Lee, Dong Ngoduy, Mehdi Keyvan-Ekbatani, 2017. Lane-changing Manoeuvres in a Stochastic Continuous Car-following Model: a Langevin Approach. 22nd International Conference of the Hong Kong Society for Transportation Studies, Hong Kong
  18. Seunghyeon Lee, S.C. Wong, 2016. Group-based Approach to Predictive Model of Delay based on Incremental Queue Accumulations. 21st International Conference of the Hong Kong Society for Transportation Studies, Hong Kong
  19. Seunghyeon Lee, S.C. Wong, Pravin Varaiya, 2016. Stage-based Max Pressure Adaptive Traffic Control Policy at Isolated Signalized Junctions. TRB 95th Annual Meeting, Washington D.C.
  20. Mihaita A. S., Benavides, M., Camargo, M., "Integrating a mesoscopic traffic simulation model and a simplified NO2 estimation model", 23rd World Congress on Intelligent Transportation Systems (ITSWC 2016), Melbourne, Australia, 10-14 October 2016, H5=11. Preprint Link
  21. Seunghyeon Lee, S.C. Wong, 2015. Real-Time Estimation of Lane-based Queue Lengths at Isolated Signalized Junctions. 20th International Conference of the Hong Kong Society for Transportation Studies, Hong Kong
  22. Seunghyeon Lee, S.C. Wong, 2015. Real-Time Estimation of Lane-based Queue Lengths at Isolated Signalized Junctions. TRB 94th Annual Meeting, Washington D.C.
  23. Mao T., Dixit V. “A prospective way of ramp metering using vehicle infrastructure integration system”, 2015 Australian Transport Research Forum Poster section.
  24. Mihaita A.S., Camargo, M., Lhoste, P. , " Evaluating the impact of the traffic reconfiguration of a complex urban intersection ", 10th International Conference on Modelling, Optimization and Simulation (MOSIM 2014), Nancy, France, 5-7 November 2014 (accepted on 18th of July 2014), H5=8. Preprint Link
  25. Mao T., Cai C., Dixit V. “Integrated variable speed limit control and ramp metering control based on METANET model”, 2015 ITS world congress, 2 Oct 2015 – 7 Oct 2015.
  26. Mihaita A.S., Camargo, M., Lhoste, P. "Optimization of a complex urban intersection using discrete event simulation and evolutionary algorithms", International Federation of Automatic Control World Congress (IFAC WC 2014), Cape Town, Africa, 24-29 August 2014, H5 = 32. Preprint Link
  27. Xiong Z., Mao T., Rey D., Liu H., Dixit V., Waller S.T. “A three-stage framework for travel time prediction in an urban arterial route”, 2014 IEEE Intelligent Transportation Systems.
  28. Mao T., Dixit V. “A test on the effectiveness of transit signal priority based on bus schedule”, 19th HKSTS International Conference, 13 Dec 2014 - 15 Dec 2014.
  29. Seunghyeon Lee, S.C. Wong, Clement Chun Cheong Pang, Keechoo Choi, 2014. Estimation of Lane-to-Lane Turning Flows at Isolated Signalized Junctions. 19th International Conference of the Hong Kong Society for Transportation Studies, Hong Kong
  30. Mao T., Wijayaratna K. “Emission Impact of Transit Signal Prioritization”, Australasian Transport Research Forum 2013, 02 Oct 2013 - 04 Oct 2013.
  31. Seunghyeon Lee, S.C. Wong, Clement Chun Cheong Pang, Keechoo Choi, 2013. A Real-Time Predictive Model for the Turning Movements at an Isolated Signalized Junction. 18th International Conference of the Hong Kong Society for Transportation Studies, Hong Kong