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Hai L. Vu

Monash University

23 Innovation Walk

Wellington Road

Clayton, 3800

Australia

SCHOLARLY PAPERS

10

DOWNLOADS

1,078

TOTAL CITATIONS

1

Scholarly Papers (10)

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 210 (362,957)

Abstract:

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

Estimating the Perceived Value of Time (Vot) for Autonomous Vehicles (Avs) in a Large-Scale Network

Number of pages: 22 Posted: 23 May 2022
Ky Tri Nguyen and Hai L. Vu
Monash University and Monash University
Downloads 92 (737,592)

Abstract:

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Autonomous Vehicles (AVs), Value of Time (VOT), Simulation-Based Optimization, Micro Simulation

Estimating the Perceived Value of Time (Vot) for Autonomous Vehicles (Avs) in a Large-Scale Network

Number of pages: 21 Posted: 25 Jan 2022
Ky Tri Nguyen, Hai L. Vu and Hong Kam LO
Monash University, Monash University and Hong Kong University of Science & Technology (HKUST)
Downloads 67 (912,349)

Abstract:

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Autonomous Vehicles (AVs), Value of Time (VOT), Simulation-Based Optimization, Micro Simulation

3.

Cycling Route Choice Preferences: A Taste Heterogeneity and Exogenous Segmentation Analysis Based on Age, Gender, Geller Typology, and E-Bike Use

Number of pages: 30 Posted: 23 Jan 2025
affiliation not provided to SSRN, Monash University, Monash University - School of Public Health and Preventive Medicine, University of New South Wales (UNSW), University of New South Wales (UNSW), University of Melbourne, University of Melbourne, Monash University, Monash University, University of California, Santa Barbara (UCSB) and University of New South Wales (UNSW)
Downloads 136 (537,489)

Abstract:

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Bicycle route choice, GPS data, Taste heterogeneity, Market segmentation, E-bike, Geller typology

4.

Percolation-Based Dynamic Perimeter Control for Urban Road Networks

Number of pages: 30 Posted: 09 Jun 2022
Royal Melbourne Institute of Technology (RMIT University), Monash University, affiliation not provided to SSRN and Monash University
Downloads 114 (621,896)

Abstract:

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Percolation theory, Congestion propagation, Macroscopic fundamental diagram, Traffic signal control, Dynamic perimeter control

5.

A New Approach to Improve Destination Choice by Ranking Personal Preferences

Number of pages: 23 Posted: 16 Feb 2022
Danh T. Phan, Hai L. Vu and Eric J. Miller
Monash University, Monash University and University of Toronto
Downloads 113 (626,371)

Abstract:

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Choice-set generation, Matrix factorization, Bayesian personalised ranking, Location choice

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 57 (1,006,630)

Abstract:

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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

Abstract:

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

7.

A Novel Robustness Measure for Perception in Autonomous Driving

Number of pages: 17 Posted: 09 Feb 2025
affiliation not provided to SSRN, Monash University and affiliation not provided to SSRN
Downloads 82 (790,029)

Abstract:

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robustness, perception for autonomous driving, multi-modal sensor fusion

8.

Chance-Constrained Eco-Driving Control of Connected Autonomous Vehicles in Mixed Traffic Environment at Signalized Intersections with Uncertain Signal Timings

Number of pages: 26 Posted: 12 Nov 2024
affiliation not provided to SSRN, Dalian University of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, Monash University and affiliation not provided to SSRN
Downloads 80 (809,932)

Abstract:

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Signalized intersections, Mixed traffic environment, Connected autonomous vehicles, Eco-driving control

9.

Transit Line Extension Design Considering the Connection of Shared Autonomous Vehicles Under Demand Uncertainties

Number of pages: 36 Posted: 31 May 2024
Jiaqi Yang, Kun An, Hai L. Vu and Wanjing Ma
Tongji University, Tongji University, Monash University and Tongji University
Downloads 44 (1,133,231)

Abstract:

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Transit line extension, First and last mile problem, Shared autonomous vehicles, Demand uncertainty

10.

Optimization of Shared Autonomous Electric Vehicles Operations

Number of pages: 25 Posted: 17 Aug 2023
Monash University, University of Melbourne and Monash University
Downloads 41 (1,170,409)

Abstract:

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Shared transportation, autonomous electric vehicles, charge scheduling, model predictive control