Search Results for author: Zhewei Liu

Found 3 papers, 0 papers with code

Rethinking Urban Flood Risk Assessment By Adapting Health Domain Perspective

no code implementations6 Mar 2024 Zhewei Liu, Kai Yin, Ali Mostafavi

The proposed perspective focuses on three pillars for examining flood risk: (1) inherent susceptibility, (2) mitigation strategies, and (3) external stressors.

ML4EJ: Decoding the Role of Urban Features in Shaping Environmental Injustice Using Interpretable Machine Learning

no code implementations3 Oct 2023 Yu-Hsuan Ho, Zhewei Liu, Cheng-Chun Lee, Ali Mostafavi

The insights gleaned from this study offer fresh perspectives on the relationship among urban features and their interplay with environmental hazard exposure disparities, informing the development of more integrated urban design policies to enhance social equity and environmental injustice issues.

Feature Importance Interpretable Machine Learning

FairMobi-Net: A Fairness-aware Deep Learning Model for Urban Mobility Flow Generation

no code implementations20 Jul 2023 Zhewei Liu, Lipai Huang, Chao Fan, Ali Mostafavi

Generating realistic human flows across regions is essential for our understanding of urban structures and population activity patterns, enabling important applications in the fields of urban planning and management.

Binary Classification Fairness +1

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