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Sarah Hernandez

University of Arkansas, Fayetteville

SCHOLARLY PAPERS

4

DOWNLOADS

115

TOTAL CITATIONS

0

Scholarly Papers (4)

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1.

Unraveling Electric Vehicle Preference: A Machine Learning Analysis of Vehicle Choice in Multi-Vehicle Households in the United States

Number of pages: 41 Posted: 29 Nov 2023
Vuban Chowdhury, Suman Mitra and Sarah Hernandez
University of Arkansas, Fayetteville, University of Arkansas, Fayetteville - Department of Civil Engineering and University of Arkansas, Fayetteville
Downloads 51 (1,052,702)

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Electric Vehicles, Multi-vehicle Household, machine learning, Clustering, Decision Tree, NHTS

2.

A Two Stage Stochastic Optimization Model for Port Infrastructure Planning

Number of pages: 29 Posted: 22 Oct 2022
Sanjeev Bhurtyal, Sarah Hernandez, Sandra Eksioglu and Manzi Yves
University of Arkansas, Fayetteville, University of Arkansas, Fayetteville, University of Arkansas, Fayetteville and affiliation not provided to SSRN
Downloads 39 (1,196,171)

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Inland waterway port, Benders decomposition algorithm, stochastic programming, Port infrastructure investment

3.

Highway Transportation Asset Criticality Estimation Leveraging Stakeholder Input through an Analytical Hierarchy Process (AHP)

Number of pages: 24 Posted: 08 May 2025
Kwadwo Amankwah-Nkyi, Sarah Hernandez and Suman Mitra
Jacobs Solutions Inc. (Jacobs), University of Arkansas, Fayetteville and University of Arkansas, Fayetteville - Department of Civil Engineering
Downloads 25 (1,385,945)

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asset criticality, Analytical Hierarchy Process, transportation resilience, multi criteria analysis

4.

Prediction of Waterborne Freight Activity with Automatic Identification System Using Machine Learning

Posted: 06 Jul 2024
Sanjeev Bhurtyal, Hieu Bui, Sarah Hernandez, Sandra Eksioglu, Magdalena Asborno, Kenneth Ned Mitchell and Marin Kress
University of Arkansas, Fayetteville, University of Arkansas, Fayetteville, University of Arkansas, Fayetteville, University of Arkansas, Fayetteville, USACE – ERDC, US Army Engineer Research and Development Center and US Army Engineer Research and Development Center

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Automatic Identification System, Long Short-Term Memory, Machine Learning, Temporal Convolutional Network, Temporal Fusion Transformer, Waterborne Commerce Statistics