Mazen Danaf
Mazen Danaf
Market Research Scientist at Uber ATG
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
762014
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
422015
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
18*2019
Behavioral modeling of on-demand mobility services: general framework and application to sustainable travel incentives
Y Xie, M Danaf, CL Azevedo, AP Akkinepally, B Atasoy, K Jeong, ...
Transportation 46 (6), 2017-2039, 2019
17*2019
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
142018
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
142018
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
122018
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
11*2019
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
9*2018
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
52020
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, ...
The Transportation Research Board (TRB) 98th Annual Meeting, 2019
52019
Pedestrian–vehicular interactions in a mixed street environment
M Danaf, A Sabri, M Abou-Zeid, I Kaysi
Transportation letters 12 (2), 87-99, 2020
32020
Quantifying aggressive driving behavior at signalized intersections using a driving simulator
M Danaf, M Abou-Zeid, I Kaysi
Proceedings of the 4th International Conference on Road Safety and Simulation, 2013
22013
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
12020
Sparse Covariance Estimation in Logit Mixture Models
YM Aboutaleb, M Danaf, Y Xie, M Ben-Akiva
arXiv preprint arXiv:2001.05034, 2020
12020
Quantifying aggressive driving at intersections in a driving simulator
MS Danaf
Theses, Dissertations, and Projects, 2013
12013
Online discrete choice models: applications in smart mobility
MMS Danaf
Massachusetts Institute of Technology, 2019
2019
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Articles 1–17