Mazen Danaf

Massachusetts Institute of Technology — United States

Economics, Econometrics and Finance · Social Sciences

11h-index448citations24works0.02yr avg
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Research Topics

Economic and Environmental Valuation(9), Transportation Planning and Optimization(8), Consumer Market Behavior and Pricing(7), Transportation and Mobility Innovations(7), Urban Transport and Accessibility(6)

Publications24 total

A Federated Platform Enabling a Systematic Collaboration Among Devices, Data and Functions for Smart Mobility
IEEE Transactions on Intelligent Transportation Systems·2023· 22 cited
A control-function correction for endogeneity in random coefficients models: The case of choice-based recommender systems
Journal of Choice Modelling·2022· 4 cited
A Control-Function Correction for Endogeneity in Random Coefficients Models: The Case of Choice-Based Recommender Systems
SSRN Electronic Journal·2022· 1 citedOpen Access
Sparse covariance estimation in logit mixture models
Econometrics Journal·2021Open Access
Discrete Choice Analysis with Machine Learning Capabilities
arXiv (Cornell University)·2021· 3 citedOpen Access
Endogeneity in adaptive choice contexts: Choice-based recommender systems and adaptive stated preferences surveys
Journal of Choice Modelling·2020· 12 citedOpen Access
Logit mixture with inter and intra-consumer heterogeneity and flexible mixing distributions
Journal of Choice Modelling·2019· 3 citedOpen Access
Behavioral modeling of on-demand mobility services: general framework and application to sustainable travel incentives
Transportation·2019· 46 citedOpen Access
Context-aware stated preferences with smartphone-based travel surveys
Journal of Choice Modelling·2019· 32 citedOpen Access
Online discrete choice models: Applications in personalized recommendations
Decision Support Systems·2019· 58 citedOpen Access
Online discrete choice models : applications in smart mobility
DSpace@MIT (Massachusetts Institute of Technology)·2019Open Access
Endogeneity in Adaptive Choice Contexts: Choice-Based Recommender Systems and Adaptive Stated Preferences Surveys
RePEc: Research Papers in Economics·2019
Understanding Preferences for Automated Mobility on Demand Using a Smartphone-Based Stated Preference Survey: A Case Study of Singapore
Transportation Research Board 98th Annual MeetingTransportation Research Board·2019· 6 cited
Modeling Framework and Implementation of Activity- and Agent-Based Simulation: An Application to the Greater Boston Area
Transportation Research Record Journal of the Transportation Research Board·2018· 28 citedOpen Access
Modeling Framework and Implementation of Activity- and Agent-Based Simulation: An Application to the Greater Boston Area
Other repository·2018
Pedestrian–vehicular interactions in a mixed street environment
Transportation Letters·2018· 19 cited
Bayesian estimator for Logit Mixtures with inter- and intra-consumer heterogeneity
Transportation Research Part B Methodological·2018· 26 citedOpen Access
Personalized Menu Optimization with Preference Updater: A Boston Case Study
Transportation Research Record Journal of the Transportation Research Board·2018· 25 cited
Personalized Recommendations using Discrete Choice Models with Inter-and Intra-Consumer Heterogeneity
2017· 1 cited
Comparative assessment of driving behavior at signalized intersections using driving simulators
Journal of Transportation Safety & Security·2016· 18 cited
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Frequent Co-authors

Moshe Ben‐Akiva(16), Bilge Atasoy(10), Maya Abou-Zeid(6), Carlos Lima Azevedo(6), Isam Kaysi(5), Yifei Xie(4), C. Ángelo Guevara(4), Xiang Song(3), Arun Prakash Akkinepally(3), Félix Bécker(2), Ravi Seshadri(2), Fang Zhao(2), Samer H. Hamdar(2), Youssef M Aboutaleb(2), Kyungsoo Jeong(1), Jing Ding‐Mastera(1), Nathaniel Cox(1), Isabel Viegas de Lima(1), Linlin You(1), Jinping Guan(1)