Select Publications

Journal articles

Munawar HS; Hammad AWA; Waller ST, 2021, 'A review on flood management technologies related to image processing and machine learning', Automation in Construction, vol. 132, http://dx.doi.org/10.1016/j.autcon.2021.103916

Li C; Bai L; Liu W; Yao L; Waller ST, 2021, 'A multi-task memory network with knowledge adaptation for multimodal demand forecasting', Transportation Research Part C: Emerging Technologies, vol. 131, pp. 103352 - 103352, http://dx.doi.org/10.1016/j.trc.2021.103352

Mansourianfar MH; Gu Z; Waller ST; Saberi M, 2021, 'Joint routing and pricing control in congested mixed autonomy networks', Transportation Research Part C: Emerging Technologies, vol. 131, http://dx.doi.org/10.1016/j.trc.2021.103338

Munawar HS; Hammad AWA; Haddad A; Soares CAP; Waller ST, 2021, 'Image-based crack detection methods: A review', Infrastructures, vol. 6, pp. 115 - 115, http://dx.doi.org/10.3390/infrastructures6080115

Zhang X; Robson E; Waller ST, 2021, 'An integrated transport and economic equilibrium model for autonomous transportation systems considering parking behavior', Computer-Aided Civil and Infrastructure Engineering, vol. 36, pp. 902 - 921, http://dx.doi.org/10.1111/mice.12611

Li C; Bai L; Liu W; Yao L; Travis Waller S, 2021, 'Urban mobility analytics: A deep spatial–temporal product neural network for traveler attributes inference', Transportation Research Part C: Emerging Technologies, vol. 124, pp. 102921 - 102921, http://dx.doi.org/10.1016/j.trc.2020.102921

Munawar HS; Hammad AWA; Waller ST; Thaheem MJ; Shrestha A, 2021, 'An integrated approach for post-disaster flood management via the use of cutting-edge technologies and UAVs: A review', Sustainability (Switzerland), vol. 13, pp. 7925 - 7925, http://dx.doi.org/10.3390/su13147925

Ashfaq M; Gu Z; Waller ST; Saberi M, 2021, 'Comparing Dynamic User Equilibrium and Noniterative Stochastic Route Choice in a Simulation-Based Dynamic Traffic Assignment Model: Practical Considerations for Large-Scale Networks', Journal of Advanced Transportation, vol. 2021, pp. 1 - 16, http://dx.doi.org/10.1155/2021/6667335

Chand S; Li Z; Dixit VV; Travis Waller S, 2021, 'Examining the macro-level factors affecting vehicle breakdown duration', International Journal of Transportation Science and Technology, http://dx.doi.org/10.1016/j.ijtst.2021.03.003

Frtunik D; Sinha A; Grzybowska H; Virdi N; Waller ST; Dixit V, 2021, 'Sensitivity analysis on a dynamic coupling model for V2V communication distance control', Procedia Computer Science, vol. 184, pp. 372 - 379, http://dx.doi.org/10.1016/j.procs.2021.03.047

Najmi A; Rey D; Waller ST; Rashidi TH, 2020, 'Model formulation and calibration procedure for integrated multi-modal activity routing and network assignment models', Transportation Research Part C: Emerging Technologies, vol. 121, http://dx.doi.org/10.1016/j.trc.2020.102853

Chand S; Moylan E; Waller ST; Dixit V, 2020, 'Analysis of vehicle breakdown frequency: A case study of new south wales, Australia', Sustainability (Switzerland), vol. 12, http://dx.doi.org/10.3390/su12198244

Levin MW; Duell M; Waller ST, 2020, 'Arrival Time Reliability in Strategic User Equilibrium', Networks and Spatial Economics, vol. 20, pp. 803 - 831, http://dx.doi.org/10.1007/s11067-020-09498-2

Rashidi TH; Waller T; Axhausen K, 2020, 'Reduced value of time for autonomous vehicle users: Myth or reality?', Transport Policy, vol. 95, pp. 30 - 36, http://dx.doi.org/10.1016/j.tranpol.2020.06.003

Saxena N; Wang R; Dixit VV; Waller ST, 2020, 'Frequentist and bayesian approaches for understanding route choice of drivers under stop-and-go traffic', Transportation Research Record, vol. 2674, pp. 371 - 382, http://dx.doi.org/10.1177/0361198120929332

Cheng Z; Jian S; Rashidi TH; Maghrebi M; Waller ST, 2020, 'Integrating Household Travel Survey and Social Media Data to Improve the Quality of OD Matrix: A Comparative Case Study', IEEE Transactions on Intelligent Transportation Systems, vol. 21, pp. 2628 - 2636, http://dx.doi.org/10.1109/TITS.2019.2958673

Grzybowska H; Kerferd B; Gretton C; Travis Waller S, 2020, 'A simulation-optimisation genetic algorithm approach to product allocation in vending machine systems', Expert Systems with Applications, vol. 145, http://dx.doi.org/10.1016/j.eswa.2019.113110

Saberi Kalaee M; Jayakumar Nair D; Dixit V; Waller S; Ashfaq M; Gardner L, 2020, 'A simple contagion process describes spreading of traffic jams in urban networks', Nature Communications, http://dx.doi.org/10.1038/s41467-020-15353-2

Zhang X; Waller ST; Jiang P, 2020, 'An ensemble machine learning-based modeling framework for analysis of traffic crash frequency', Computer-Aided Civil and Infrastructure Engineering, vol. 35, pp. 258 - 276, http://dx.doi.org/10.1111/mice.12485

Dong X; Rey D; Travis Waller S, 2020, 'Dial-a-Ride Problem with Users’ Accept/Reject Decisions Based on Service Utilities', Transportation Research Record, vol. 2674, pp. 55 - 67, http://dx.doi.org/10.1177/0361198120940307

Zhang F; Liu W; Lodewijks G; Travis Waller S, 2020, 'The short-run and long-run equilibria for commuting with autonomous vehicles', Transportmetrica B, pp. 1 - 28, http://dx.doi.org/10.1080/21680566.2020.1779146

Li C; Bai L; Liu W; Yao L; Waller ST, 2020, 'Graph Neural Network for Robust Public Transit Demand Prediction', IEEE Transactions on Intelligent Transportation Systems, pp. 1 - 13, http://dx.doi.org/10.1109/tits.2020.3041234

Wei B; Saberi M; Zhang F; Liu W; Waller ST, 2020, 'Modeling and managing ridesharing in a multi-modal network with an aggregate traffic representation: A doubly dynamical approach', Transportation Research Part C: Emerging Technologies, vol. 117, pp. 102670 - 102670, http://dx.doi.org/10.1016/j.trc.2020.102670

Jian S; Liu W; Wang X; Yang H; Waller ST, 2020, 'On integrating carsharing and parking sharing services', Transportation Research Part B: Methodological, vol. 142, pp. 19 - 44, http://dx.doi.org/10.1016/j.trb.2020.09.013

Grzybowska H; Willmott S; Waller ST, 2019, 'The impact of global on-line information provision on transport networks and how random early detection can help', Transportmetrica B, vol. 7, pp. 1356 - 1377, http://dx.doi.org/10.1080/21680566.2019.1617802

Zhang X; Waller ST, 2019, 'Implications of link-based equity objectives on transportation network design problem', Transportation, vol. 46, pp. 1559 - 1589, http://dx.doi.org/10.1007/s11116-018-9888-1

Zhang X; Liu W; Waller ST; Yin Y, 2019, 'Modelling and managing the integrated morning-evening commuting and parking patterns under the fully autonomous vehicle environment', Transportation Research Part B: Methodological, vol. 128, pp. 380 - 407, http://dx.doi.org/10.1016/j.trb.2019.08.010

Bliemer MCJ; Waller ST; Bell MGH; Hickman MD, 2019, 'Special issue on dynamic traffic assignment for general transport networks', Transportation Research Part B: Methodological, vol. 126, pp. 307 - 308, http://dx.doi.org/10.1016/j.trb.2019.06.002

Gu Z; Waller ST; Saberi M, 2019, 'Surrogate-based toll optimization in a large-scale heterogeneously congested network', Computer-Aided Civil and Infrastructure Engineering, vol. 34, pp. 638 - 653, http://dx.doi.org/10.1111/mice.12444

Zhang X; Waller ST; Rey D; Duell M, 2019, 'Integrating uncertainty considerations into multi-objective transportation network design projects accounting for environment disruption', Transportation Letters, vol. 11, pp. 351 - 361, http://dx.doi.org/10.1080/19427867.2017.1359940

Zhang X; Liu W; Waller ST, 2019, 'A network traffic assignment model for autonomous vehicles with parking choices', Computer-Aided Civil and Infrastructure Engineering, vol. 34, pp. 1100 - 1118, http://dx.doi.org/10.1111/mice.12486

Zhang X; Rey D; Waller ST; Chen N, 2019, 'Range-Constrained Traffic Assignment with Multi-Modal Recharge for Electric Vehicles', Networks and Spatial Economics, vol. 19, pp. 633 - 668, http://dx.doi.org/10.1007/s11067-019-09454-9

Virdi N; Grzybowska H; Waller ST; Dixit V, 2019, 'A safety assessment of mixed fleets with Connected and Autonomous Vehicles using the Surrogate Safety Assessment Module', Accident Analysis and Prevention

Rey D; Bar-Gera H; Dixit VV; Waller ST, 2019, 'A branch-and-price algorithm for the bilevel network maintenance scheduling problem', Transportation Science, vol. 53, pp. 1455 - 1478, http://dx.doi.org/10.1287/trsc.2019.0896

Chakraborty S; Rey D; Moylan E; Waller ST, 2018, 'Link Transmission Model-Based Linear Programming Formulation for Network Design', Transportation Research Record, vol. 2672, pp. 139 - 147, http://dx.doi.org/10.1177/0361198118774753

Saxena N; Hossein Rashidi T; Dixit VV; Waller ST, 2018, 'Modelling the Route Choice Behaviour under Stop-&-go Traffic for Different Car Driver Segments', Transportation Research Part A: Policy and Practice, vol. 119, pp. 62 - 72, http://dx.doi.org/10.1016/j.tra.2018.11.004

Zhang X; Rey D; Waller ST, 2018, 'Multitype Recharge Facility Location for Electric Vehicles', Computer-Aided Civil and Infrastructure Engineering, vol. 33, pp. 943 - 965, http://dx.doi.org/10.1111/mice.12379

Zhang X; Waller ST, 2018, 'Mixed-Vehicular Aggregated Transportation Network Design Considering En-route Recharge Service Provision for Electric Vehicles', Journal of Systems Science and Complexity, vol. 31, pp. 1329 - 1349, http://dx.doi.org/10.1007/s11424-018-7165-1

Duell M; Grzybowska H; Rey D; Waller ST, 2018, 'Strategic Dynamic Traffic Assignment Incorporating Travel Demand Uncertainty', Transportmetrica B: Transport Dynamics, http://dx.doi.org/10.1080/21680566.2018.1519468

Saxena N; Rashidi TH; Dixit VV; Waller ST, 2018, 'Effect of Number of Stop-&-gos Experienced on the Route Choice Behaviour of Car Drivers', Transportmetrica A: Transport Science, pp. 1 - 20, http://dx.doi.org/10.1080/23249935.2018.1497103

Zhang X; Waller ST, 2018, 'Link performance functions for high occupancy vehicle lanes of freeways', Transport, vol. 33, pp. 657 - 668, http://dx.doi.org/10.3846/transport.2018.1575

najmi AN; Duell MD; Ghasrikhouzani M; Hossein Rashidi THR; waller STW, 2018, 'How Should Travel Demand and Supply Models Be Jointly Calibrated?', Transportation Research Record, vol. 2672, pp. 114 - 124, http://dx.doi.org/10.1177/0361198118772954

Duell M; Gardner LM; Waller ST, 2018, 'Policy implications of incorporating distance constrained electric vehicles into the traffic network design problem', Transportation Letters, vol. 10, pp. 144 - 158, http://dx.doi.org/10.1080/19427867.2016.1239306

Moylan E; Chand S; Waller ST, 2018, 'Framework for estimating the impact of camera-based intelligent transportation systems (ITS) technology on incident duration', Transportation Research Record, vol. 2672, pp. 25 - 33, http://dx.doi.org/10.1177/0361198118775870

Wen T; Cai C; Gardner L; Dixit V; Waller ST; Chen F, 2018, 'A Strategic User Equilibrium for Independently Distributed Origin-Destination Demands', Computer-Aided Civil and Infrastructure Engineering, vol. 33, pp. 316 - 332, http://dx.doi.org/10.1111/mice.12292

Ahmadian Fard Fini A; Akbarnezhad A; Rashidi TH; Waller ST, 2018, 'Enhancing the safety of construction crew by accounting for brain resource requirements of activities in job assignment', Automation in Construction, vol. 88, pp. 31 - 43, http://dx.doi.org/10.1016/j.autcon.2017.12.013

Wen T; Gardner L; Dixit V; Waller ST; Cai C; Chen F, 2018, 'Two Methods to Calibrate the Total Travel Demand and Variability for a Regional Traffic Network', Computer-Aided Civil and Infrastructure Engineering, vol. 33, pp. 282 - 299, http://dx.doi.org/10.1111/mice.12278

Wen T; Cai C; Gardner L; Waller ST; Dixit V; Chen F, 2018, 'Estimation of sparse O-D matrix accounting for demand volatility', IET Intelligent Transport Systems, vol. 12, pp. 1020 - 1026, http://dx.doi.org/10.1049/iet-its.2018.0069

Ghasri M; Hossein Rashidi T; Waller ST, 2017, 'Developing a disaggregate travel demand system of models using data mining techniques', Transportation Research Part A: Policy and Practice, vol. 105, pp. 138 - 153, http://dx.doi.org/10.1016/j.tra.2017.08.020

Wijayaratna KP; Dixit VV; Laurent DB; Waller ST, 2017, 'An experimental study of the Online Information Paradox: Does en-route information improve road network performance?', PLoS ONE, vol. 12, http://dx.doi.org/10.1371/journal.pone.0184191


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