|
2017 Conference Publication Spatial variable selection methods for network-wide short-term traffic predictionHasan, Md. Mahmud, Kim, Jiwon and Prato, Carlo (2017). Spatial variable selection methods for network-wide short-term traffic prediction. ATRF 2017 - Australasian Transport Research Forum 2017, Auckland, New Zealand, 27 - 29 November 2017. Canberra, ACT Australia: ATRF, Commonwealth of Australia. |
|
2017 Conference Publication Granger causality method to detect spatial dependency in a road traffic network and its application in traffic flow predictionHasan, Md Mahmud and Kim, Jiwon (2017). Granger causality method to detect spatial dependency in a road traffic network and its application in traffic flow prediction. Transportation Research Board Annual Meeting, Washington, DC, United States, 8 - 12 January 2017. |
|
2017 Conference Publication Trajectory Flow Map: Graph-based approach to analyse temporal evolution of aggregated traffic flows in large-scale urban networksKim, Jiwon, Zheng, Kai, Corcoran, Jonathan, Ahn, Sanghyung and Papmanolis, Marty (2017). Trajectory Flow Map: Graph-based approach to analyse temporal evolution of aggregated traffic flows in large-scale urban networks. Transportation Research Board 96th Annual Meeting, Washington DC United States, December 2016. Washington, DC United States: Transportation Research Board. |
|
2017 Conference Publication Balancing computational requirements with performance in model predictive traffic controlStebbins, Simon, Hickman, Mark, Kim, Jiwon and Vu, Hai L. (2017). Balancing computational requirements with performance in model predictive traffic control. ATRF 2017 - Australasian Transport Research Forum 2017, Auckland, New Zealand, 27 - 29 November 2017. Canberra ACT Australia: ATRF, Commonwealth of Australia. |
|
2017 Conference Publication A large scale neural network model for crash prediction in urban road networksWang, Guangxing and Kim, Jiwon (2017). A large scale neural network model for crash prediction in urban road networks. ATRF 2017 - Australasian Transport Research Forum 2017, Auckland, New Zealand, 27 - 29 November 2017. Canberra, ACT Australia: ATRF, Commonwealth of Australia. |
|
2017 Conference Publication Combining intersection control schedule optimisation with green light optimal speed advisory in a connected vehicle environmentStebbins, Simon, Hickman, Mark, Kim, Jiwon and Vu, Hai (2017). Combining intersection control schedule optimisation with green light optimal speed advisory in a connected vehicle environment. Transportation Research Board Annual Meeting, Washington, DC, United States, 8-12 January 2017. |
|
2016 Conference Publication Diagnosis and prediction of traffic congestion on urban road networks using Bayesian networksKim, Jiwon and Wang, Guangxing (2016). Diagnosis and prediction of traffic congestion on urban road networks using Bayesian networks. Transportation Research Board Annual Meeting, Washington, DC USA, 10-14 January 2016. |
|
2016 Conference Publication Graph-based analysis of city-wide traffic dynamics using time-evolving graphs of trajectory dataKim, Jiwon, Zheng, Kai, Ahn, Sanghyung, Papamanolis, Marty and Chao, Pingfu (2016). Graph-based analysis of city-wide traffic dynamics using time-evolving graphs of trajectory data. ATRF 2016 - Australasian Transport Research Forum 2016, Melbourne, VIC Australia, 16 – 18 November 2016. Canberra, ACT Australia: ATRF, Commonwealth of Australia. |
|
2016 Conference Publication Network-wide time-dependent link travel time distributions with temporal and spatial correlationsZockaie, Ali, Mahmassani, Hani S. and Kim, Jiwon (2016). Network-wide time-dependent link travel time distributions with temporal and spatial correlations. Transportation Research Board Annual Meeting, Washington, DC, United States, 10-14 January 2016. |
|
2016 Conference Publication Combining model predictive intersection control with green light optimal speed advisory in a connected vehicle environmentStebbins, Simon, Kim, Jiwon, Hickman, Mark and Vu, Hai L. (2016). Combining model predictive intersection control with green light optimal speed advisory in a connected vehicle environment. ATRF 2016 - Australasian Transport Research Forum 2016, Melbourne, VIC Australia, 16 – 18 November 2016. Canberra, ACT Australia: ATRF, Commonwealth of Australia. |
|
2016 Journal Article Diagnosis and prediction of traffic congestion on urban road networks using Bayesian networksKim, Jiwon and Wang, Guangxing (2016). Diagnosis and prediction of traffic congestion on urban road networks using Bayesian networks. Transportation Research Record, 2595 (1), 108-118. doi: 10.3141/2595-12 |
|
2016 Conference Publication Analysing functional connectivity and causal dependence in road traffic networks with Granger causalityMahmud Hasan, Md and Kim, Jiwon (2016). Analysing functional connectivity and causal dependence in road traffic networks with Granger causality. ATRF 2016 - Australasian Transport Research Forum 2016, Melbourne, VIC Australia, 16 – 18 November 2016. Canberra, ACT Australia: ATRF, Commonwealth of Australia. |
|
2016 Conference Publication The prediction of traffic congestion and incident on urban road networks using Naive Bayes classifierWang, Guangxing and Kim, Jiwon (2016). The prediction of traffic congestion and incident on urban road networks using Naive Bayes classifier. ATRF 2016 - Australasian Transport Research Forum 2016, Melbourne, VIC Australia, 16 – 18 November 2016. Canberra, ACT Australia: ATRF, Commonwealth of Australia. |
|
2016 Conference Publication Real-time information system for spreading rail passengers across train carriages: Agent-based simulation studyAhn, SangHyung, Kim, Jiwon, Bekti, Antonius, Cheng, Liang-Chuan, Clark, Emma, Robertson, Michelle and Salita, Roland (2016). Real-time information system for spreading rail passengers across train carriages: Agent-based simulation study. ATRF 2016 - Australasian Transport Research Forum 2016, Melbourne, VIC Australia, 16 – 18 November 2016. Canberra, ACT Australia: ATRF, Commonwealth of Australia. |
|
2016 Conference Publication Characterizing green light optimal speed advisory trajectories for platoon-based optimizationStebbins, Simon, Kim, Jiwon, Hickman, Mark and Vu, Hai (2016). Characterizing green light optimal speed advisory trajectories for platoon-based optimization. Transportation Research Board Annual Meeting, Washington, DC, United States, 10-14 January 2016. |
|
2015 Journal Article Compound Gamma representation for modeling travel time variability in a traffic networkKim, Jiwon and Mahmassani, Hani S. (2015). Compound Gamma representation for modeling travel time variability in a traffic network. Transportation Research Part B: Methodological, 80, 40-63. doi: 10.1016/j.trb.2015.06.011 |
|
2015 Conference Publication Trajectory clustering for discovering spatial traffic flow patterns in road networksKim, Jiwon and Mahmassani, Hani S. (2015). Trajectory clustering for discovering spatial traffic flow patterns in road networks. Transportation Research Board Annual Meeting, Washington, DC USA, 11-15 January 2015. |
|
2015 Conference Publication Characterizing travel time distributions in earthmoving operations using GPS dataAhn, Sanghyung, Kim, Jiwon, Dunston, Phillip S., Kandil, Amr and Martinez, Julio C. (2015). Characterizing travel time distributions in earthmoving operations using GPS data. 2015 International Workshop on Computing in Civil Engineering, Austin, TX, United States, 21-23 June 2015. Reston, VA, United States: American Society of Civil Engineers. doi: 10.1061/9780784479247.036 |
|
2015 Journal Article Spatial and temporal characterization of travel patterns in a traffic network using vehicle trajectoriesKim, Jiwon and Mahmassani, Hani S. (2015). Spatial and temporal characterization of travel patterns in a traffic network using vehicle trajectories. Transportation Research Part C: Emerging Technologies, 59, 375-390. doi: 10.1016/j.trc.2015.07.010 |
|
2015 Conference Publication Spatial and temporal characterization of travel patterns in a traffic network using vehicle trajectoriesKim, Jiwon and Mahmassani, Hani S. (2015). Spatial and temporal characterization of travel patterns in a traffic network using vehicle trajectories. International Symposium on Transportation and Traffic Theory, Kobe, Japan, 5-7 August 2015. Amsterdam, Netherlands: Elsevier. doi: 10.1016/j.trpro.2015.07.010 |
