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Jason Hawkins

University of Calgary

University Drive

Calgary, T2N 1N4

Canada

SCHOLARLY PAPERS

5

DOWNLOADS

280

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

A theory-constrained framework for data-driven learning of multiple discrete-continuous choices

Number of pages: 43 Posted: 15 Oct 2025
Seoul National University, University of Calgary, Seoul National University, National University of Singapore (NUS) and Ajou University
Downloads 93 (730,864)

Abstract:

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Multiple discrete-continuous choice model, Deep neural networks, Theory-constrained neural networks, Partial monotonicity, Interpretability

2.

Mobility Behavior Evolution Under Crisis

Number of pages: 35 Posted: 15 Oct 2025
Omid Armantalab, Jason Hawkins and Wissam Kontar
University of Nebraska-Lincoln, University of Calgary and University of Nebraska-Lincoln
Downloads 68 (891,180)

Abstract:

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Mobility, emergency, returners, explorers, 15-minute city

3.

Exploring Ev Adoption in Various Contexts: A Descriptive and Integrated Choice Model Analysis in the Us Midwest

Number of pages: 46 Posted: 07 Oct 2024
Omid Armantalab, Hania Afzal and Jason Hawkins
University of Nebraska-Lincoln, University of Nebraska at Lincoln and University of Calgary
Downloads 56 (1,000,027)

Abstract:

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Greenhouse Gas (GHG) Emissions, Electric Vehicle (EV) adoption, Integrated Choice and Latent Variable (ICLV) Models, Stated Choice Tasks

4.

Goal Pursuit and its Applications in Transportation

Number of pages: 26 Posted: 09 Apr 2025
Jason Hawkins and Omid Armantalab
University of Calgary and University of Nebraska-Lincoln
Downloads 54 (1,041,696)

Abstract:

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goal pursuit models, travel behavior, decision theory

5.

Uncovering Daily Travel Patterns from Activity Traces: A Multi-Stage Clustering Approach

Number of pages: 32 Posted: 20 Jan 2026
Omid Armantalab, Mohammad Elayan and Jason Hawkins
University of Nebraska-Lincoln, University of Nebraska-Lincoln and University of Calgary
Downloads 9 (1,555,090)

Abstract:

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Human activity patterns, Dynamic Time Warping (DTW), Euclidean Distance (ED), K-means clustering