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Neema Nassir

University of Melbourne - Department of Infrastructure Engineering

SCHOLARLY PAPERS

10

DOWNLOADS

621

TOTAL CITATIONS

9

Scholarly Papers (10)

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1.

Binn: Behaviourally-Informed Neural Network for Discrete Choice Modelling

Number of pages: 32 Posted: 19 Nov 2024
Amir Ghorbani, Neema Nassir, Patricia Lavieri and Vahid Ghorbani
University of Melbourne, University of Melbourne - Department of Infrastructure Engineering, University of Melbourne - Department of Infrastructure Engineering and affiliation not provided to SSRN
Downloads 115 (617,542)
Citation 3

Abstract:

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Multinomial Logit, Multi-task learning, Physics-based neural network, Regularized machine learning

2.

Ai-Powered Multi-Scale Adaptive Transit Simulation (Amats): Integrating Microscopic Simulation and Machine Learning for Predictive Modelling of Service Efficiency and Reliability

Number of pages: 31 Posted: 06 Nov 2024
Mustafa Rezazada, Neema Nassir, Egemen Tanin and Avishai (Avi) Ceder
University of Melbourne, University of Melbourne - Department of Infrastructure Engineering, University of Melbourne and affiliation not provided to SSRN
Downloads 103 (679,608)

Abstract:

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Reliability, microscopic simulation, machine learning, public transport operation, bus bunching, control measures

3.

Ride-hailing Vehicle Dispatching and Matching Strategies to Prioritize and Complement Public Transport Use

Number of pages: 24 Posted: 28 Jan 2025 Last Revised: 26 May 2026
Sapan Tiwari, Neema Nassir and Patricia Lavieri
Royal Melbourne Institute of Technology (RMIT University), University of Melbourne - Department of Infrastructure Engineering and University of Melbourne - Department of Infrastructure Engineering
Downloads 81 (796,622)
Citation 1

Abstract:

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Ride-Hailing Services, Vehicle Dispatching Algorithm, Sustainable Transport, Integrated Mobility, MATSim, Agent-Based Model

4.

A Consolidated Knowledge- and Data-Driven Model for Public Transport Service Load Estimation Using Multiple Data Sources

Number of pages: 22 Posted: 09 Dec 2021
Tianwei Yin, Joseph Leong, Neema Nassir, Egemen Tanin and Majid Sarvi
University of Melbourne, affiliation not provided to SSRN, University of Melbourne - Department of Infrastructure Engineering, University of Melbourne and University of Melbourne
Downloads 76 (830,555)

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Passenger loads estimation, Data fusion, Public transport systems, Missing data

5.

Decision Models for On-Premises Parcel Lockers Service Revenue Management

Number of pages: 1 Posted: 01 Jan 2025
Seyed Sina Mohri, Hadi Ghaderi, Reza Zanjirani Farahani, Neema Nassir and Russell Thompson
University of Melbourne, Swinburne University of Technology, Rennes School of Business, University of Melbourne - Department of Infrastructure Engineering and University of Melbourne
Downloads 63 (933,592)

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City logistics, Revenue model, Contract design, Apartment parcel locker

6.

A Dynamic Discrete Choice Modelling Approach for Forward-Looking Travel Mode Choices

Number of pages: 25 Posted: 15 Mar 2024
Joesph Leong, Neema Nassir, Seyed Sina Mohri and Majid Sarvi
University of Melbourne, University of Melbourne - Department of Infrastructure Engineering, University of Melbourne and University of Melbourne
Downloads 61 (951,658)
Citation 4

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Recursive Logit, Tour Mode Choice Modelling, Dynamic Discrete Choice Modelling

7.

Sustainable and Equitable Rebalancing Strategies for Operation of Shared Autonomous Vehicles

Number of pages: 32 Posted: 07 Jan 2025
Sapan Tiwari, Neema Nassir, Patricia Lavieri and Abbas Rajabifard
Royal Melbourne Institute of Technology (RMIT University), University of Melbourne - Department of Infrastructure Engineering, University of Melbourne - Department of Infrastructure Engineering and University of Melbourne
Downloads 55 (1,020,567)
Citation 1

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Shared Autonomous Vehicles, Accessibility, Equity, Vehicle Rebalancing, Minimum Cost Flow, First Mile/Last Mile

8.

Network Flow Optimisation Model for Operational Planning of Modular Autonomous Public Transport Vehicles in Grid Networks

Number of pages: 16 Posted: 29 Nov 2025
Neema Nassir, Andres Fielbaum, Sapan Tiwari and Avishai (Avi) Ceder
University of Melbourne - Department of Infrastructure Engineering, The University of Sydney, Royal Melbourne Institute of Technology (RMIT University) and affiliation not provided to SSRN
Downloads 47 (1,097,529)

Abstract:

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Modular Autonomous Vehicles (MAV), In-Motion-Transfer (IMT), Stop-less Service, Vehicle Scheduling, Minimum Cost Flow (MCF), Time Expanded Network

9.

AI-powered modular simulation for pre-emptive modelling of bus bunching

Number of pages: 28 Posted: 06 Feb 2026
Mustafa Rezazada, Neema Nassir, Egemen Tanin, Avishai (Avi) Ceder and Hadi Ghaderi
affiliation not provided to SSRN, University of Melbourne - Department of Infrastructure Engineering, University of Melbourne, affiliation not provided to SSRN and Swinburne University of Technology
Downloads 14 (1,534,404)

Abstract:

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Bus bunching, AI-powered simulation, predictive modelling, interconnected network, reliability, public transport operation

10.

Assessing cycling network connectivity in Greater Melbourne using utility-based accessibility

Number of pages: 32 Posted: 10 Jun 2026
Sapan Tiwari, Luke Kiosoglous, Daniel Gregory, Alice Glover, Benjamin Mennen and Neema Nassir
Royal Melbourne Institute of Technology (RMIT University), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Melbourne - Department of Infrastructure Engineering
Downloads 6

Abstract:

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Cycling route choice, Cycling network connectivity, Logsum, Utility-based accessibility, 30~km/h policy