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Mazen Danaf
Mazen Danaf
Senior Economist at Uber
Verified email at mit.edu
Title
Cited by
Cited by
Year
Modeling travel choices of students at a private, urban university: Insights and policy implications
M Danaf, M Abou-Zeid, I Kaysi
Case studies on transport policy 2 (3), 142-152, 2014
1572014
Modeling anger and aggressive driving behavior in a dynamic choice–latent variable model
M Danaf, M Abou-Zeid, I Kaysi
Accident Analysis & Prevention 75, 105-118, 2015
752015
Online discrete choice models: Applications in personalized recommendations
M Danaf, F Becker, X Song, B Atasoy, M Ben-Akiva
Decision Support Systems 119, 35-45, 2019
70*2019
Behavioral modeling of on-demand mobility services: General framework and application to sustainable travel incentives
Y Xie, M Danaf, C Lima Azevedo, AP Akkinepally, B Atasoy, K Jeong, ...
Transportation 46, 2017-2039, 2019
622019
Context-aware stated preferences with smartphone-based travel surveys
M Danaf, B Atasoy, CL De Azevedo, J Ding-Mastera, M Abou-Zeid, N Cox, ...
Journal of choice modelling 31, 35-50, 2019
37*2019
Bayesian estimator for logit mixtures with inter-and intra-consumer heterogeneity
F Becker, M Danaf, X Song, B Atasoy, M Ben-Akiva
Transportation Research Part B: Methodological 117, 1-17, 2018
362018
Personalized menu optimization with preference updater: a Boston case study
X Song, M Danaf, B Atasoy, M Ben-Akiva
Transportation Research Record 2672 (8), 599-607, 2018
292018
Modeling framework and implementation of activity-and agent-based simulation: an application to the Greater Boston Area
I Viegas de Lima, M Danaf, A Akkinepally, CL De Azevedo, M Ben-Akiva
Transportation Research Record 2672 (49), 146-157, 2018
272018
Pedestrian–vehicular interactions in a mixed street environment
M Danaf, A Sabri, M Abou-Zeid, I Kaysi
Transportation letters 12 (2), 87-99, 2020
222020
Discrete choice analysis with machine learning capabilities
YM Aboutaleb, M Danaf, Y Xie, M Ben-Akiva
arXiv preprint arXiv:2101.10261, 2021
162021
Comparative assessment of driving behavior at signalized intersections using driving simulators
M Danaf, SH Hamdar, M Abou-Zeid, I Kaysi
Journal of Transportation Safety & Security 10 (1-2), 124-158, 2018
152018
Understanding preferences for automated mobility on demand using a smartphone-based stated preference survey: a case study of Singapore
R Seshadri, L Kumarga, B Atasoy, M Danaf, Y Xie, CML Azevedo, F Zhao, ...
Transportation Research Board 98th Annual Meeting, 2019
142019
Logit mixture with inter and intra-consumer heterogeneity and flexible mixing distributions
M Danaf, B Atasoy, M Ben-Akiva
Journal of choice modelling 35, 100188, 2020
132020
Endogeneity in adaptive choice contexts: Choice-based recommender systems and adaptive stated preferences surveys
M Danaf, A Guevara, B Atasoy, M Ben-Akiva
Journal of choice modelling 34, 100200, 2020
112020
A federated platform enabling a systematic collaboration among devices, data and functions for smart mobility
L You, M Danaf, F Zhao, J Guan, CL Azevedo, B Atasoy, M Ben-Akiva
IEEE Transactions on Intelligent Transportation Systems 24 (4), 4060-4074, 2023
82023
Sparse covariance estimation in logit mixture models
YM Aboutaleb, M Danaf, Y Xie, ME Ben-Akiva
The Econometrics Journal 24 (3), 377-398, 2021
32021
Quantifying aggressive driving at intersections in a driving simulator
MS Danaf
Theses, Dissertations, and Projects, 2013
22013
Quantifying aggressive driving behavior at signalized intersections using a driving simulator
M Danaf, M Abou-Zeid, I Kaysi
Proceedings of Road Safety and Simulation International Conference RSS, 2013
22013
A control-function correction for endogeneity in random coefficients models: The case of choice-based recommender systems
M Danaf, CA Guevara, M Ben-Akiva
Journal of choice modelling 46, 100399, 2023
2023
EGC: Sparse covariance estimation in logit mixture models
YM Aboutaleb, M Danaf, Y Xie, ME Ben-Akiva
Oxford University Press (OUP), 2021
2021
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Articles 1–20