Publications

Cai Wu, Jiong Wang, Mingshu Wang, Menno-Jan Kraak (2024). Machine learning-based characterisation of urban morphology with the street pattern. Computers, Environment and Urban Systems.

Cai Wu, Yanwen Wang, Jiong Wang, Menno-Jan Kraak, Mingshu Wang (2024). Mapping Street Patterns with Network Science and Supervised Machine Learning. ISPRS International Journal of Geo-Information.

Cai Wu, Jiong Wang, Menno-Jan Kraak (2023). Urban spatial structure from a street network perspective: mapping street patterns with random forest classification. 18th International Conference on Computational Urban Planning and Urban Management, CUPUM 2023.

Wufan Zhao, Mengmeng Li, Cai Wu, Wen Zhou, Guozhong Chu (2022). Identifying Urban Functional Regions from High-Resolution Satellite Images Using a Context-Aware Segmentation Network. Remote Sensing 2022, Vol. 14, Page 3996.

Cai Wu, Duncan Smith, Mingshu Wang (2021). Simulating the urban spatial structure with spatial interaction: A case study of urban polycentricity under different scenarios. Computers, Environment and Urban Systems.