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Georges Sfeir
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Gaussian process latent class choice models
G Sfeir, F Rodrigues, M Abou-Zeid
Transportation Research Part C: Emerging Technologies 136, 103552, 2022
212022
Latent class choice model with a flexible class membership component: A mixture model approach
G Sfeir, M Abou-Zeid, F Rodrigues, FC Pereira, I Kaysi
Journal of choice modelling 41, 100320, 2021
182021
Simulation-based evacuation planning using state-of-the-art sensitivity analysis techniques
G Sfeir, C Antoniou, N Abbas
Simulation Modelling Practice and Theory 89, 160-174, 2018
142018
Multivariate count data models for adoption of new transport modes in an organization-based context
G Sfeir, M Abou-Zeid, I Kaysi
Transport Policy 91, 59-75, 2020
92020
Attitudes and Latent Class Choice Models using Machine Learning
LT Lahoz, FC Pereira, G Sfeir, I Arkoudi, MM Monteiro, CL Azevedo
Journal of Choice Modelling 49, 100452, 2023
62023
Gaussian Mixture Models Meet Econometric Models
G Sfeir, M Abou-Zeid, F Rodrigues, FC Pereira, I Kaysi
Transportation Research Board. Annual Meeting Proceedings, 2020
12020
Analyzing the reporting error of public transport trips in the Danish national travel survey using smart card data
G Sfeir, F Rodrigues, M Abou-Zeid, FC Pereira
Transportation, 1-30, 2024
2024
Identifying Choice Sets for Public Transport Route Choice Models using Smart-Card Data: Generated vs. Empirical Sets
G Sfeir, F Rodrigues, R Seshadri, I Tulunay, CL Azevedo
17th International Conference on Travel Behaviour Research (IATBR), 2024
2024
Generative Latent Class Choice Models: Enriching Smart Card Data with Travel Surveys using Variational Auto-Encoders
G Sfeir, F Rodrigues, FC Pereira
8th International Choice Modelling Conference (ICMC), 2024
2024
Integration of Machine Learning and Discrete Choice Models to Better Predict and Describe Decision Makers’ Choices with Applications to Travel Decisions
G Sfeir
2021
Modeling the demand for a shared-ride taxi and shuttle services in an organization-based context
G Sfeir, M Abou-Zeid, I Kaysi
15th International Conference on Travel Behavior Research (IATBR), 2018
2018
Changes in interpretation and empirical findings when fully specifying latent classes in a Latent Class Choice Model
MS Myhrmann, G Sfeir
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