Publications

Book chapters

  1. Ou, Yuming; Mihaita, A.S.; Chen, Fang; "Big Data Processing and Analysis on the Impact of COVID-19 on Public Transport Delay", in Data Science for COVID-19, (Edited by Utku Kose, Deepak Gupta, Victor Hugo C. de Albuquerque, Ashish Khanna), in press by Elsevier, accepted May 2020.

International Journals

  1. Cuong H.P. Nguyen, Nam H. Hoang, Seunghyeon Lee, Hai L. Vu, 2021. A System Optimal Speed Advisory Framework for a Network of Connected and Autonomous Vehicles. IEEE Transactions on Intelligent Transportation Systems, in Press. journal (IF = 6.3, 4/154 in Automotive Engineering - Scimago). http://doi.org/10.1109/TITS.2021.3056696
  2. Seunghyeon Lee*, Ingon Ryu, Dong Ngoduy, Keechoo Choi, 2021. A stochastic multi-anticipation behaviour model of a personal mobility under heterogeneous low-carbon traffic flow. Transportation Research Part C: Emerging Technologies, in Press.(IF 6.077, Q1, 2/149 in Transportation, 2/408 in Civil and Structural Engineering, the top 1% of 4841 in Engineering, the top 1% of 4115 journals in Computer Science) 
  3. Shafiei, S.; Mihaita, A.S.; Nguyen, H.; Cai, C.; A data-driven and traffic simulation approach to predict the short-term traffic state affected by non-recurrent incidents, Transportation Letters: the International Journal of Transportation Research (IF=1.84), A ccepted 8th of April 2020, DOI: 10.1080/19427867.2021.1916284. DOI: 10.1080/19427867.2021.1916284
  4. Mao, Tuo; Mihaita, A.S., Chen, Fang, Vu, Hai, Boosted Genetic Algorithms using Machine Learning for traffic control optimisation, IEEE Transactions on Intelligent Transport Systems journal (IF = 6.3, H5 = 92, number 1 top publication ranking from Google Scholar in transportation domain), DOI = 10.1109/TITS.2021.3066958, Accepted Feb 2020. DOI = 10.1109/TITS.2021.3066958
  5. 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.
  6. 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
  7. 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).
  8. 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).
  9. 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).
  10. 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).
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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. Grigorev, A., Mihaita, A.S., Aboufarw, K.S., , Traffic Accident Risk Forecasting using Contextual Vision Transformers with Static Map Generation and Coarse-Fine-Coarse Transformers, IEEE ITSC 24-28 Sept 2023, Bilbao, Bizkaia, Spain. PREPRINT link.
  2. Zhao, D., Mihaita, A.S., Ou, Y, Grzybowska, H., Modelling public transport patronage and traffic disruption impact evolution via Fourier transform, IEEE ITSC 24-28 Sept 2023, Bilbao, Bizkaia, Spain. PREPRINT link.
    3. Saleh, K., Mihaita, A.S., Ou, Y, Metro Ridership Forecasting using Inter-Station-Aware Transformer Networks, IEEE ITSC 24-28 Sept 2023, Bilbao, Bizkaia, Spain. PREPRINT link.
  3. Puraditya, Y., Mihaita, A.S., Ou, Y., Mao, T., Impact of off-peak fares on train patronage: a case study from DoT Victoria, pre and post COVID-19, ATRF 2023.
  4. Wang, Bo, Kai Qin, Shafiei, S., Dia, H., Mihaita, A.S., Grzybowska, Training Physics-Informed Neural Networks via Multi-Task Optimisation for Traffic Density Prediction, 2023 International Joint Conference on Neural Networks (IJCNN), Gold Coast, Australia, 18-23rd of June 2023.
  5. Seunghyeon Lee*, Ingon Ryu, Keechoo Choi, 2019. A stochastic behavioural model of personal mobility under mixed traffic conditions. 24th International Conference of the Hong Kong Society for Transportation Studies, Hong Kong.
  6. Taewan Kim*, Ingon Ryu, Seunghyeon Lee, Keechoo Choi, 2019. Estimation and analysis of parameter for personal mobility following model. The 81st Conference of Korean Society of Transportation, Yeosu, South Korea.
  7. Grigorev, Ar., Lee, S., Ch, F., Mihaita, A.S., Modelling impact of traffic disruptions by using machine learning methods, Transport Research Association for NSW Symposium, 18th of November 2020, Presentation Link
  8. Mihaita, A. S. ; Papachatgis, Z., Rizoiu, M.A., Graph modelling approaches for motorway traffic flow prediction, IEEE Intelligent Transport Systems Conference 2020, Rhodes, Greece, September 20-23, 2020 (H5-index = 37). Preprint Link . Presentation Link
  9. Ou, Yuming, Mihaita, A.S., Fang Chen, Dynamic Train Demand Estimation and Passenger Assignment, IEEE Intelligent Transport Systems Conference 2020, Rhodes, Greece. September 20-23, 2020 (H5-index = 37). Preprint Link . Presentation Link
  10. Shafiei, Sajjad, Mihaita, A.S., Nguyen, Hoang, Bentley, Christopher D B, Cai, Chen, Short-Term Traffic Prediction under Non-Recurrent Incident Conditions Integrating Data-Driven Models and Traffic Simulation, Transportation Research Board (TRB) 99th Annual Meeting, Washington D.C., Jan 2020, H5=48.
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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.
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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.
  30. 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
  31. 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
  32. 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.
  33. Mao T., Dixit V. “A prospective way of ramp metering using vehicle infrastructure integration system”, 2015 Australian Transport Research Forum Poster section.
  34. 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
  35. 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.
  36. 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
  37. 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.
  38. 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.
  39. 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
  40. Mao T., Wijayaratna K. “Emission Impact of Transit Signal Prioritization”, Australasian Transport Research Forum 2013, 02 Oct 2013 - 04 Oct 2013.
  41. 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