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Graham Currie

Monash University

23 Innovation Walk

Wellington Road

Clayton, 3800

Australia

  • Monash University

SCHOLARLY PAPERS

8

DOWNLOADS

656

TOTAL CITATIONS

5

Scholarly Papers (8)

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1.

Attentionchoice: Discrete Choice Modelling Supported by a Deep Learning Attention Mechanism

Number of pages: 24 Posted: 17 Dec 2022
Danh T. Phan, Hai L. Vu and Graham Currie
Monash University, Monash University and Monash University
Downloads 217 (362,957)

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Discrete choice model, Interpretability, mode choice, Attention mechanism, deep learning

2.

Attentionchoice: Mode Choice Modelling Supported by a Deep Learning Attention Mechanism

Downloads 100 (694,528)
Citation 1

Attentionchoice: Mode Choice Modelling Supported by a Deep Learning Attention Mechanism

Number of pages: 24 Posted: 07 Sep 2024
Danh T. Phan, Hai L. Vu and Graham Currie
Monash University, Monash University and Monash University
Downloads 58 (1,006,630)

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Mode choice, Discrete choice model, Interpretability, Attention mechanism, deep learning

Attentionchoice: Mode Choice Modelling Supported by a Deep Learning Attention Mechanism

Number of pages: 24 Posted: 13 May 2025
Danh T. Phan, Hai L. Vu and Graham Currie
Monash University, Monash University and Monash University
Downloads 42 (1,183,247)
Citation 1

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Mode choice, Discrete choice model, Interpretability, Attention mechanism, Deep learning

3.

Exploring Increases in Rider Personal Safety Concerns (Fear of Crime and Anti-Social Behavior) Since Covid-19 as a Major Driver of Post-Pandemic Transit Avoidance

Number of pages: 21 Posted: 29 Mar 2024
Rumana Sarker, Graham Currie and James Reynolds
Monash University, Monash University and Monash University
Downloads 94 (720,278)
Citation 2

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Importance-Performance Analysis (IPA), Perception Spiral Plot Analysis (PSPA), Personal safety, Anti-social behavior, Transit service quality, Post-pandemic

4.

Public Transport and the Covid-19 Pandemic:  A Comparative Analysis of Trends and Policies in Great Britain, Germany, the USA, Canada, and Australia

Number of pages: 45 Posted: 24 Oct 2024
Ralph Buehler, John Pucher, Peter White and Graham Currie
Virginia Tech Research Center, Rutgers University, New Brunswick, University of Westminster and Monash University
Downloads 73 (860,052)
Citation 1

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Public Transport, transit, COVID-19, ridership, international comparison, urban transport policy

5.

Exploring Factors Affecting How Transit Service Level Influences Housing Prices by Individual Transit Mode

Number of pages: 30 Posted: 19 Feb 2025
Jian Liang, Graham Currie, Kang Mo Koo and James Reynolds
Queensland University of Technology, Monash University, Yonsei University, Mirae Campus and Monash University
Downloads 47 (1,157,785)
Citation 1

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transport accessibility, to-transit accessibility, by-transit accessibility, housing prices, transport provision

6.

"Raising a Kid is Like Sending a Rocket Ship to the Moon: How Parents and Adolescents Negotiate Using Public Transport”

Number of pages: 22 Posted: 06 Sep 2024
Maryam Jafari, Alexa Delbosc and Graham Currie
Monash University, Monash University and Monash University
Downloads 46 (1,145,425)

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Adolescents, Parents, Public transport, Children's independent mobility, Mobility license

7.

How Transit Accessibility Influences Rental Prices by Individual Transit Mode

Number of pages: 40 Posted: 06 Nov 2025
Jian Liang, Graham Currie, Kang Mo Koo and James Reynolds
Deakin University, Monash University, Yonsei University, Mirae Campus and Monash University
Downloads 44 (1,183,237)

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Public Transit Accessibility, Rental Price Determinants, Transit Service Level Index (PTSI), Spatial Heterogeneity, Metropolitan vs Regional Housing Markets

8.

Cyclist Safety Around Trams: A Market Survey

Number of pages: 34 Posted: 15 Mar 2024
James Reynolds, Ramisa Bhuiyan, Graham Currie and Marilyn Johnson
Monash University, Monash University, Monash University and Monash University
Downloads 35 (1,263,436)

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Bicycles, Safety, streetcars, trams, tracks, Survey