Fan Zhang

Measuring human perceptions of a large-scale urban region using machine learning

Fan Zhang, Bolei Zhou, Liu Liu et al. · Landscape and Urban Planning · 2018 · 708 citations

Urban Geography, Large-scale Urban Region, Engineering +9

Mapping sky, tree, and building view factors of street canyons in a high-density urban environment

Fang-Ying Gong, Zhao‐Cheng Zeng, Fan Zhang et al. · Building and Environment · 2018 · 349 citations

Urban Geography, Cartography, Urban Design +15

Carbon mitigation potential afforded by rooftop photovoltaic in China

Zhixin Zhang, Min Chen, Teng Zhong et al. · Nature Communications · 2023 · 213 citations · Full text

Understanding house price appreciation using multi-source big geo-data and machine learning

Yuhao Kang, Fan Zhang, Wenzhe Peng et al. · Land Use Policy · 2020 · 196 citations

Housing, Multi-source Big Geo-data, Economics +9

Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification

Peng Yao, Shuwei Shen, Mengjuan Xu et al. · IEEE Transactions on Medical Imaging · 2021 · 195 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21