Fan Zhang (张帆)
Title
Cited by
Cited by
Year
Measuring human perceptions of a large-scale urban region using machine learning
F Zhang, B Zhou, L Liu, Y Liu, HH Fung, H Lin, C Ratti
Landscape and Urban Planning 180, 148-160, 2018
1152018
Mapping sky, tree, and building view factors of street canyons in a high-density urban environment
FY Gong, ZC Zeng, F Zhang, X Li, E Ng, LK Norford
Building and Environment 134, 155-167, 2018
902018
Representing place locales using scene elements
F Zhang, D Zhang, Y Liu, H Lin
Computers, Environment and Urban Systems 71, 153-164, 2018
512018
Social sensing from street-level imagery: A case study in learning spatio-temporal urban mobility patterns
F Zhang, D Zhu, L Wu, Y Liu
ISPRS Journal of Photogrammetry and Remote Sensing 153, 48-58, 2019
482019
Spatial interpolation using conditional generative adversarial neural networks
D Zhu, X Cheng, F Zhang, X Yao, Y Gao, Y Liu
International Journal of Geographical Information Science, 1-24, 2019
342019
Uncovering inconspicuous places using social media check-ins and street view images
F Zhang, J Zu, M Hu, D Zhu, Y Kang, S Gao, Y Zhang, Z Huang
Computers, Environment and Urban Systems 81, 101478, 2020
292020
Understanding place characteristics in geographic contexts through graph convolutional neural networks
D Zhu, F Zhang, S Wang, Y Wang, X Cheng, Z Huang, Y Liu
Annals of the American Association of Geographers 110 (2), 408-420, 2020
252020
Towards feasibility of photovoltaic road for urban traffic-solar energy estimation using street view image
Z Liu, A Yang, M Gao, H Jiang, Y Kang, F Zhang, T Fei
Journal of Cleaner Production 228, 303-318, 2019
192019
Classification and mapping of urban canyon geometry using Google Street View images and deep multitask learning
CB Hu, F Zhang, FY Gong, C Ratti, X Li
Building and Environment 167, 106424, 2020
182020
Mac: Measuring the impacts of anomalies on travel time of multiple transportation systems
Z Fang, Y Yang, S Wang, B Fu, Z Song, F Zhang, D Zhang
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019
182019
Framework for virtual cognitive experiment in virtual geographic environments
F Zhang, M Hu, W Che, H Lin, C Fang
ISPRS International Journal of Geo-Information 7 (1), 36, 2018
182018
Indoor space recognition using deep convolutional neural network: a case study at MIT campus
F Zhang, F Duarte, R Ma, D Milioris, H Lin, C Ratti
arXiv preprint arXiv:1610.02414, 2016
162016
Understanding house price appreciation using multi-source big geo-data and machine learning
Y Kang, F Zhang, W Peng, S Gao, J Rao, F Duarte, C Ratti
Land Use Policy, 104919, 2020
152020
A review of urban physical environment sensing using street view imagery in public health studies
Y Kang, F Zhang, S Gao, H Lin, Y Liu
Annals of GIS 26 (3), 261-275, 2020
152020
3D Building Information Model for Facilitating Dynamic Analysis of Indoor Fire Emergency
Q Zhu, M Hu, W Xu, H Lin, D Zhiqiang, F Zhang
Geomatics and Information Science of Wuhan University 39 (7), 2014
15*2014
Urban function recognition by integrating social media and street-level imagery
C Ye, F Zhang, L Mu, Y Gao, Y Liu
Environment and Planning B: Urban Analytics and City Science, 2399808320935467, 2020
122020
Machines’ Perception of Space: Employing 3D Isovist Methods and a Convolutional Neural Network in Architectural Space Classification
W Peng, F Zhang, T Nagakura
Proceedings of the 37th Annual Conference of the Association for Computer …, 2017
122017
Mining urban perceptions from social media data
Y Liu, Y Yuan, F Zhang
JOURNAL OF SPATIAL INFORMATION SCIENCE 20, 2020
112020
Discovering place-informative scenes and objects using social media photos
F Zhang, B Zhou, C Ratti, Y Liu
Royal Society open science 6 (3), 181375, 2019
112019
Typeface Reveals Spatial economical patterns
R Ma, W Wang, F Zhang, K Shim, C Ratti
Scientific Reports 9 (1), 1-9, 2019
72019
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Articles 1–20