By Dr Maryam Bostanara

Journal articles

Zandavi SM; Kim C; Goodwin T; Thilakanathan C; Bostanara M; Akon AC; Al Mouiee D; Barisic S; Majeed A; Kemp W; Chu F; Smith M; Collins K; Wong VWS; Wong GLH; Behary J; Roberts SK; Ng KKC; Vafaee F; Zekry A, 2024, 'AI-powered prediction of HCC recurrence after surgical resection: Personalised intervention opportunities using patient-specific risk factors', Liver International, 44, pp. 2724 - 2737, http://dx.doi.org/10.1111/liv.16050

Bostanara M; Siripanich A; Ghasri M; Rashidi TH, 2024, 'Sydney’s residential relocation landscape: Machine learning and feature selection methods unpack the whys and whens', Journal of Transport and Land Use, 17, pp. 369 - 399, http://dx.doi.org/10.5198/jtlu.2024.2440

Bostanara M; Hossein Rashidi T; Khan NA; Auld J; Ghasri M; Grazian C, 2023, 'The co-determination of home and workplace relocation durations using survival copula analysis', Computers, Environment and Urban Systems, 99, http://dx.doi.org/10.1016/j.compenvurbsys.2022.101898

Bostanara M; Siripanich A; Rashidi T, 2023, 'A Realistic Framework for Modeling Residential Relocation Behavior Considering Past, Present, and Future Using DDCM: A Sydney Case Study', SSRN Electronic Journal, http://dx.doi.org/10.2139/ssrn.4582667

Bostanara M; Rashidi TH; Auld J; Ghasri M, 2021, 'A comparison between residential relocation timing of Sydney and Chicago residents: A Bayesian survival analysis', Computers, Environment and Urban Systems, 89, http://dx.doi.org/10.1016/j.compenvurbsys.2021.101659

Najmi A; Bostanara M; Gu Z; Rashidi TH, 2021, 'On-street parking management and pricing policies: An evaluation from a system enhancement perspective', Transportation Research Part A: Policy and Practice, 146, pp. 128 - 151, http://dx.doi.org/10.1016/j.tra.2021.02.009

Conference Papers

Bostanara M; Siripanich A; Hossein Rashidi T, 2023, 'Towards a more realistic model of residential relocation: DDCM's dynamic, future-oriented approach', Perth, Western Australia, presented at Australasian Transport Research Forum (ATRF 2023), Perth, Western Australia, 29 November 2023 - 01 December 2023, chrome-extension://efaidnbmnnnibpcajpcglclefindmkaj/https://australasiantransportresearchforum.org.au/wp-content/uploads/2022/05/ATRF_2023_Paper_108.pdf

Conference Posters

Bostanara M; Siripanich A; Hossein Rashidi T, 2023, 'A Realistic Framework for Modelling Residential Relocation Behaviour Considering Past, Present, and Future Using DDCM: A Sydney Case Study', presented at 2023 HILDA Survey Research Conference, 26 September 2023

Bostanara M; Hossein Rashidi T; khan NA; Auld J; Ghasri M; Grazian C, 2023, 'Interdependencies of Home and Work Relocation Durations', Washington, D.C., presented at 2023 TRB Annual Meeting - Transportation Research Board, Washington, D.C., 08 January 2023 - 12 January 2023

Conference Presentations

Bostanara M; Siripanich A; Hossein Rashidi T, 2023, 'Towards a more realistic model of residential relocation: DDCM's dynamic, future-oriented approach', presented at Australasian Transport Research Forum (ATRF 2023), Perth, Western Australia, Perth, Western Australia, 29 November 2023 - 01 December 2023

Bostanara M; Hossein Rashidi T, 2023, 'Bridging Decisions and Destinations: Advanced Computational Models for Household Decision-Making in Land Use and Transportation', presented at 2023 TRANSW SYMPOSIUM, Sydney, Australia, 23 November 2023

Bostanara M; Siripanich A; Hossein Rashidi T, 2023, 'A Realistic Framework for Modelling Residential Relocation Behaviour Considering Past, Present, and Future Using DDCM: A Sydney Case Study', presented at Bridging Transportation Researchers (BTR 5 - 2023) Conference, 01 August 2023

Bostanara M; Siripanich A; Ghasri M; Hossein Rashidi T, 2023, 'Machine Learning vs Conventional Specifications for Housing Relocation Decisions', presented at World Conference on Transport Research Society 2023 (WCTR 2023), Montreal, Canada, 19 July 2023

Bostanara M; Siripanich A; Ghasri M; Hossein Rashidi T, 2022, 'Machine Learning vs Conventional Specifications for Housing Relocation Decisions', presented at 2022 TRANSW SYMPOSIUM, 23 November 2022 - 23 November 2022

Bostanara M; Hossein Rashidi T; Khan NA; Auld J; Ghasri M; Grazian C, 2021, 'Interdependencies of Residential and Workplace Relocation Timing Decisions using a Copula-based Bayesian Survival Approach: Findings from Australia and US', presented at 2021 TRANSW SYMPOSIUM, 30 November 2021

Media

Bostanara M, 2023, The future is vivid: How image generative AI is revolutionizing travel behaviour modelling, https://iatbr.weebly.com/september-2023.html

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