Zobrazeno 1 - 10 of 15 pro vyhledávání: '"Mazen Danaf"'
2
Sparse covariance estimation in logit mixture models
Autor: Youssef M. Aboutaleb, Mazen Danaf, Moshe Ben-Akiva, Yifei Xie
Publikováno v: arXiv
Summary This paper introduces a new data-driven methodology for estimating sparse covariance matrices of the random coefficients in logit mixture models. Researchers typically specify covariance matrices in logit mixture models under one of two extre
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6eff0c32606e2d196e133a703b586234
https://doi.org/10.1093/ectj/utab008
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4
Pedestrian–vehicular interactions in a mixed street environment
Autor: Ahmad Sabri, Maya Abou-Zeid, Isam Kaysi, Mazen Danaf
Publikováno v: Transportation Letters. 12:87-99
We develop a methodology to analyze pedestrian-vehicular interactions in urban streets in a mixed traffic environment, and then apply it to Bliss Street, an urban street in Beirut. Data on the street was collected before and after a crosswalk was ins
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::020c9a14a5c91cbf1adafe1b68088dcf
https://doi.org/10.1080/19427867.2018.1525821
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5
Personalized Menu Optimization with Preference Updater: A Boston Case Study
Autor: Moshe Ben-Akiva, Xiang Song, Mazen Danaf, Bilge Atasoy
Publikováno v: Transportation Research Record: Journal of the Transportation Research Board. 2672:599-607
This paper presents a personalized menu optimization model with preference updater in the context of an innovative Smart Mobility system that offers a personalized menu of travel options with incen...
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::e6e407c456b99fbc9ff3d9ddbe88f192
https://doi.org/10.1177/0361198118758674
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6
Context-aware stated preferences with smartphone-based travel surveys
Autor: Mazen Danaf, Moshe Ben-Akiva, Maya Abou-Zeid, Jing Ding-Mastera, Fang Zhao, Nathaniel Cox, Bilge Atasoy, Carlos Lima Azevedo
Publikováno v: Danaf, M, Atasoy, B, de Azevedo, C L, Ding-Mastera, J, Abou-Zeid, M, Cox, N, Zhao, F & Ben-Akiva, M 2019, ' Context-aware stated preferences with smartphone-based travel surveys ', Journal of Choice Modelling, vol. 31, pp. 35-50 . https://doi.org/10.1016/j.jocm.2019.03.001
Journal of Choice Modelling, 31
Stated preferences surveys are most commonly used to provide behavioral insights on hypothetical travel scenarios such as new transportation services or attribute ranges beyond those observed in existing conditions. When designing SP surveys, conside
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8dbbc6e9623bf7ba0e6dde762da3f67c
http://resolver.tudelft.nl/uuid:ad04b259-398a-4a17-be0e-607ae3bd20f2
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7
Behavioral modeling of on-demand mobility services
Autor: Arun Akkinepally, Moshe Ben-Akiva, Yifei Xie, Carlos Lima Azevedo, Ravi Seshadri, Bilge Atasoy, Mazen Danaf, Kyungsoo Jeong
Publikováno v: Other repository
Xie, Y, Danaf, M, Lima Azevedo, C M, Akkinepally, A P, Atasoy, B, Jeong, K, Seshadri, R & Ben-Akiva, M 2019, ' Behavioral modeling of on-demand mobility services: general framework and application to sustainable travel incentives ', Transportation, vol. 46, no. 6, pp. 2017–2039 . https://doi.org/10.1007/s11116-019-10011-z
Transportation, 46(6)
This paper presents a systematic way of understanding and modeling traveler behavior in response to on-demand mobility services. We explicitly consider the sequential and yet inter-connected decision-making stages specific to on-demand service usage.
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0c03ee0edb9fa835d445154ecb9720dd
http://resolver.tudelft.nl/uuid:61b9a8f5-45ee-421f-b216-e8ce4c27a6f3
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8
Online discrete choice models
Autor: Xiang Song, Bilge Atasoy, Felix Becker, Moshe Ben-Akiva, Mazen Danaf
Publikováno v: Decision Support Systems, 119
This paper presents a framework for estimating and updating user preferences in the context of app-based recommender systems. We specifically consider recommender systems which provide personalized menus of options to users. A Hierarchical Bayes proc
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fc0bd1fc08a550e6f55f85f4589ffb63
https://doi.org/10.1016/j.dss.2019.02.003
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9
Comparative assessment of driving behavior at signalized intersections using driving simulators
Autor: Samer H. Hamdar, Mazen Danaf, Maya Abou-Zeid, Isam Kaysi
Publikováno v: Journal of Transportation Safety & Security. 10:124-158
The objective of this article is to investigate the differences in driving behavior and red-light violations between drivers in two countries: Lebanon and the United States of America. To realize the stated objective, two driving simulators were util
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d078865c349a23172b4511829ec74234
https://doi.org/10.1080/19439962.2016.1162892
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10
Logit mixture with inter and intra-consumer heterogeneity and flexible mixing distributions
Autor: Mazen Danaf, Moshe Ben-Akiva, Bilge Atasoy
Publikováno v: Journal of Choice Modelling, 35 (2020)
Logit mixture models have gained increasing interest among researchers and practitioners because of their ability to capture unobserved taste heterogeneity. Becker et al. (2018) proposed a Hierarchical Bayes (HB) estimator for logit mixtures with int
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::86bf4532c03102ad7858e1aa1e48bbb2
https://doi.org/10.1016/j.jocm.2019.100188
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