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Youssef Medhat Aboutaleb

About Youssef Medhat Aboutaleb

Youssef Medhat Aboutaleb, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Discrete choice models, Econometrics, Machine Learning, Interpretability.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Multi-day Needs-based Modeling Approach for Activity and Travel Demand Analysis

Theory-constrained Data-driven Model Selection, Specification, and Estimation: Applications in Discrete Choice Models

EGC: Sparse covariance estimation in logit mixture models

Evaluating the systemic effects of automated mobility-on-demand services via large-scale agent-based simulation of auto-dependent prototype cities

Learning structure in nested logit models

Sparse Covariance Estimation in Logit Mixture Models

Youssef Medhat Aboutaleb Information

University

Position

Interdepartmental Program in Transportation

Citations(all)

127

Citations(since 2020)

127

Cited By

25

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

3

i10Index(since 2020)

3

Email

University Profile Page

Google Scholar

Youssef Medhat Aboutaleb Skills & Research Interests

Discrete choice models

Econometrics

Machine Learning

Interpretability

Top articles of Youssef Medhat Aboutaleb

A Multi-day Needs-based Modeling Approach for Activity and Travel Demand Analysis

arXiv preprint arXiv:2312.15373

2023/12/24

Ravi Seshadri
Ravi Seshadri

H-Index: 12

Varun Pattabhiraman
Varun Pattabhiraman

H-Index: 2

Youssef Medhat Aboutaleb
Youssef Medhat Aboutaleb

H-Index: 2

Chen Liang
Chen Liang

H-Index: 3

Xiaochun Zhang
Xiaochun Zhang

H-Index: 6

Theory-constrained Data-driven Model Selection, Specification, and Estimation: Applications in Discrete Choice Models

2022

Youssef Medhat Aboutaleb
Youssef Medhat Aboutaleb

H-Index: 2

EGC: Sparse covariance estimation in logit mixture models

2021

Yifei Xie
Yifei Xie

H-Index: 3

Evaluating the systemic effects of automated mobility-on-demand services via large-scale agent-based simulation of auto-dependent prototype cities

Transportation Research Part A: Policy and Practice

2020/10/1

Arun Prakash Akkinepally
Arun Prakash Akkinepally

H-Index: 12

Siyu Chen
Siyu Chen

H-Index: 1

Yifei Xie
Yifei Xie

H-Index: 3

Joseph Ferreira
Joseph Ferreira

H-Index: 24

Learning structure in nested logit models

arXiv preprint arXiv:2008.08048

2020/8/18

Patrick Jaillet
Patrick Jaillet

H-Index: 36

Sparse Covariance Estimation in Logit Mixture Models

The Econometrics Journal

2021/9

Yifei Xie
Yifei Xie

H-Index: 3

See List of Professors in Youssef Medhat Aboutaleb University(Massachusetts Institute of Technology)

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