Jinhua Zhao

Associate Professor

MIT

United States

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Articles (20)

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2024

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2022

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2022

Collaborators (6)

Hao (Frank) Yang

University of Washington

UNITED STATES

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Awad Abdelhalim

Massachusetts Institute of Technology

UNITED STATES

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Xuan Jiang

University of California, Berkeley

UNITED STATES

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Zhenliang Ma

Associate Professor at KTH Royal Institute of Technology

KTH Royal Institute of Technology

SWEDEN

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Qing Yi Wang

Massachusetts Institute of Technology

UNITED STATES

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Hai Wang

Assistant Professor

Singapore Management University

SINGAPORE

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Jinhua Zhao

Research Interests

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Articles (20)

Understanding and comparing the public transit and ride-hailing ridership change in Chicago during COVID-19 via statistical and survey approaches

Simulation-Based Optimization for Vertiport Location Selection: A Surrogate Model With Machine Learning Method

Effects of electric vehicle charging stations on the economic vitality of local businesses

MetRoBERTa: Leveraging Traditional Customer Relationship Management Data to Develop a Transit-Topic-Aware Language Model

The need for an interdisciplinary approach to remote work and urban policy

Deep hybrid model with satellite imagery: How to combine demand modeling and computer vision for travel behavior analysis?

HiTrip: Historical trajectory interpolation for trawlers via deep learning on multi-source data

Robust Transit Frequency Setting Problem With Demand Uncertainty

Uncertainty Quantification of Spatiotemporal Travel Demand With Probabilistic Graph Neural Networks

Cooperative bus holding and stop-skipping: A deep reinforcement learning framework

Understanding multi-homing and switching by platform drivers

Can Mobility of Care be Identified from Transit Fare Card Data? A Case Study in Washington D.C.

Impacts of congestion pricing on ride-hailing ridership: Evidence from Chicago

Ex Post Path Choice Estimation for Urban Rail Systems Using Smart Card Data: An Aggregated Time-Space Hypernetwork Approach

Robust path recommendations during public transit disruptions under demand uncertainty

Fairness-Enhancing Deep Learning for Ride-Hailing Demand Prediction

Proof of Travel for Trust-Based Data Validation in V2I Communication

Dissolving the segmentation of a shared mobility market: A framework and four market structure designs

Alleviating Data Sparsity Problems in Estimated Time of Arrival via Auxiliary Metric Learning

Individual Mobility Prediction in Mass Transit Systems Using Smart Card Data: An Interpretable Activity-Based Hidden Markov Approach

Collaborators (6)

Hao (Frank) Yang

Awad Abdelhalim

Xuan Jiang

Zhenliang Ma

Qing Yi Wang

Hai Wang

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