By Professor S Travis Waller

Journal articles

Chen Z; Hammad AWA; Waller ST; Haddad AN, 2023, 'Modelling supplier selection and material purchasing for the construction supply chain in a fuzzy scenario-based environment', Automation in Construction, 150, pp. 104847 - 104847, http://dx.doi.org/10.1016/j.autcon.2023.104847

Wei B; Du B; Saberi M; Waller ST; Liu W, 2023, 'On ride-sourcing services of electric vehicles considering cruising for charging and parking', Transportation Research Part D: Transport and Environment, 118, http://dx.doi.org/10.1016/j.trd.2023.103716

Waller ST; Qurashi M; Sotnikova A; Karva L; Chand S, 2023, 'Analyzing and Modeling Network Travel Patterns During the Ukraine Invasion Using Crowd-Sourced Pervasive Traffic Data', Transportation Research Record: Journal of the Transportation Research Board, pp. 036119812311616 - 036119812311616, http://dx.doi.org/10.1177/03611981231161622

Zhang X; Liu W; Levin M; Travis Waller S, 2023, 'Equilibrium analysis of morning commuting and parking under spatial capacity allocation in the autonomous vehicle environment', Transportation Research Part E: Logistics and Transportation Review, 172, http://dx.doi.org/10.1016/j.tre.2023.103071

Xi H; Liu W; Waller ST; Hensher DA; Kilby P; Rey D, 2023, 'Incentive-compatible mechanisms for online resource allocation in Mobility-as-a-Service systems', Transportation Research Part B: Methodological, 170, pp. 119 - 147, http://dx.doi.org/10.1016/j.trb.2023.02.011

Kalantari N; Mirzahossein H; Najafi P; Waller T; Zhang X, 2023, 'Continuous Network Design Using Partial Linearized Subgradient Methods', Transportation Research Record: Journal of the Transportation Research Board, pp. 036119812311577 - 036119812311577, http://dx.doi.org/10.1177/03611981231157723

Munawar HS; Hammad AWA; Waller ST; Shahzad D; Islam MR, 2023, 'Road Network Detection from Aerial Imagery of Urban Areas Using Deep ResUNet in Combination with the B-snake Algorithm', Human-Centric Intelligent Systems, 3, pp. 37 - 46, http://dx.doi.org/10.1007/s44230-023-00015-5

Li C; Bai L; Yao L; Waller ST; Liu W, 2023, 'A bibliometric analysis and review on reinforcement learning for transportation applications', Transportmetrica B, 11, http://dx.doi.org/10.1080/21680566.2023.2179461

Chinaei MH; Hossein Rashidi T; Waller T, 2023, 'Digitally transferable ownership of mobility-as-a-service systems using blockchain and smart contracts', Transportation Letters, 15, pp. 54 - 61, http://dx.doi.org/10.1080/19427867.2021.2018556

Haghani M; Merkert R; Behnood A; De Gruyter C; Kazemzadeh K; Ghaderi H; Shahhoseini Z; Thai V; Irannezhad E; Fahimnia B; Waller ST; Hensher DA, 2023, 'How COVID-19 transformed the landscape of transportation research: an integrative scoping review and roadmap for future research', Transportation Letters, http://dx.doi.org/10.1080/19427867.2022.2160294

Xie C; Hou J; Zhang T; Waller T; Chen X, 2023, 'Modeling and evaluating the impact of electricity price on commute network flows of battery electric vehicles', Transportation Letters, 15, pp. 178 - 192, http://dx.doi.org/10.1080/19427867.2022.2042655

Rottemberg J; Ghasri M; Grzybowska H; Dockery AM; Waller ST, 2022, 'Inequality and access to services for remote populations: An Australian case study', Journal of Transport Geography, 105, http://dx.doi.org/10.1016/j.jtrangeo.2022.103447

Munawar HS; Hammad AWA; Waller ST; Islam MR, 2022, 'Modern Crack Detection for Bridge Infrastructure Maintenance Using Machine Learning', Human-Centric Intelligent Systems, 2, pp. 95 - 112, http://dx.doi.org/10.1007/s44230-022-00009-9

Wei B; Zhang X; Liu W; Saberi M; Waller ST, 2022, 'Capacity allocation and tolling-rewarding schemes for the morning commute with carpooling', Transportation Research Part C: Emerging Technologies, 142, pp. 103789 - 103789, http://dx.doi.org/10.1016/j.trc.2022.103789

Cheng Z; Rashidi TH; Jian S; Maghrebi M; Waller ST; Dixit V, 2022, 'A Spatio-Temporal autocorrelation model for designing a carshare system using historical heterogeneous Data: Policy suggestion', Transportation Research Part C: Emerging Technologies, 141, http://dx.doi.org/10.1016/j.trc.2022.103758

Grzybowska H; Wijayaratna K; Shafiei S; Amini N; Travis Waller S, 2022, 'Ramp Metering Strategy Implementation: A Case Study Review', Journal of Transportation Engineering Part A: Systems, 148, http://dx.doi.org/10.1061/JTEPBS.0000641

Munawar HS; Hammad AWA; Waller ST, 2022, 'Disaster Region Coverage Using Drones: Maximum Area Coverage and Minimum Resource Utilisation', Drones, 6, http://dx.doi.org/10.3390/drones6040096

Ahmadian Fard Fini A; Maghrebi M; Forsythe PJ; Waller TS, 2022, 'Using existing site surveillance cameras to automatically measure the installation speed in prefabricated timber construction', Engineering, Construction and Architectural Management, 29, pp. 573 - 600, http://dx.doi.org/10.1108/ECAM-04-2020-0281

Chand S; Li Z; Dixit VV; Travis Waller S, 2022, 'Examining the macro-level factors affecting vehicle breakdown duration', International Journal of Transportation Science and Technology, 11, pp. 118 - 131, http://dx.doi.org/10.1016/j.ijtst.2021.03.003

Dong X; Chow JYJ; Waller ST; Rey D, 2022, 'A chance-constrained dial-a-ride problem with utility-maximising demand and multiple pricing structures', Transportation Research Part E: Logistics and Transportation Review, 158, http://dx.doi.org/10.1016/j.tre.2021.102601

Munawar HS; Hammad AWA; Waller ST, 2022, 'Remote Sensing Methods for Flood Prediction: A Review', Sensors, 22, http://dx.doi.org/10.3390/s22030960

Munawar HS; Hammad A; Waller ST, 2022, 'An AI/ML-Based Strategy for Disaster Response and Evacuation of Victims in Aged Care Facilities in the Hawkesbury-Nepean Valley: A Perspective', Buildings, 12, http://dx.doi.org/10.3390/buildings12010080

Munawar HS; Mojtahedi M; Hammad AWA; Ostwald MJ; Waller ST, 2022, 'An AI/ML-Based Strategy for Disaster Response and Evacuation of Victims in Aged Care Facilities in the Hawkesbury-Nepean Valley: A Perspective', Buildings, 12, pp. 80 - 80, http://dx.doi.org/10.3390/buildings12010080

Shahriari S; Robson EN; Wang J; Dixit VV; Waller ST; Rashidi TH, 2022, 'Integrating a computable general equilibrium model with the four-step framework', Transportation, http://dx.doi.org/10.1007/s11116-022-10276-x

Xi H; Tang Y; Waller ST; Shalaby A, 2022, 'Modeling, equilibrium, and demand management for mobility and delivery services in Mobility-as-a-Service ecosystems', Computer-Aided Civil and Infrastructure Engineering, http://dx.doi.org/10.1111/mice.12958

Xie C; Wan Y; Xu M; Chen X; Waller T, 2022, 'On the primal and dual formulations of traffic assignment problems with perception stochasticity and demand elasticity', Transportation Letters, http://dx.doi.org/10.1080/19427867.2022.2071534

Qiu E; Virdi N; Grzybowska H; Waller T, 2022, 'Recalibration of the BPR function for the strategic modelling of connected and autonomous vehicles', Transportmetrica B, 10, pp. 779 - 800, http://dx.doi.org/10.1080/21680566.2022.2040063

Xi H; Aussel D; Liu W; Waller ST; Rey D, 2022, 'Single-leader multi-follower games for the regulation of two-sided mobility-as-a-service markets', European Journal of Operational Research, http://dx.doi.org/10.1016/j.ejor.2022.06.041

Wu W; Liu Y; Liu W; Zhang F; Dixit V; Waller ST, 2021, 'Autonomous Intersection Management for Connected and Automated Vehicles: A Lane-Based Method', IEEE Transactions on Intelligent Transportation Systems, pp. 1 - 16, http://dx.doi.org/10.1109/tits.2021.3136910

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

Chakraborty S; Rey D; Levin MW; Waller ST, 2021, 'Freeway network design with exclusive lanes for automated vehicles under endogenous mobility demand', Transportation Research Part C: Emerging Technologies, 133, http://dx.doi.org/10.1016/j.trc.2021.103440

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, 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, 131, http://dx.doi.org/10.1016/j.trc.2021.103338

Waller ST; Chand S; Zlojutro A; Nair D; Niu C; Wang J; Zhang X; Dixit VV, 2021, 'Rapidex: A novel tool to estimate origin–destination trips using pervasive traffic data', Sustainability (Switzerland), 13, pp. 11171 - 11171, http://dx.doi.org/10.3390/su132011171

Munawar HS; Hammad AWA; Haddad A; Soares CAP; Waller ST, 2021, 'Image-based crack detection methods: A review', Infrastructures, 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, 36, pp. 902 - 921, http://dx.doi.org/10.1111/mice.12611

Li C; Bai L; Liu W; Yao L; Waller ST, 2021, 'Urban mobility analytics: A deep spatial-temporal product neural network for traveler attributes inference', TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 124, http://dx.doi.org/10.1016/j.tre.2020.102921

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, 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), 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, 2021, pp. 1 - 16, http://dx.doi.org/10.1155/2021/6667335

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, 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, 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), 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, 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, 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, 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, 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, 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, 35, pp. 258 - 276, http://dx.doi.org/10.1111/mice.12485

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