Publications

Qili Gao (高琦丽), Zhong Chen, Yue Yang, Cao Rui, Zhang Bowen (2023). Income estimation based on human mobility patterns and machine learning models. In Applied Geography.

Cao Rui, Qili Gao (高琦丽), Qiu Guoping (2023). Responsible Urban Intelligence: Towards a Research Agenda. In Spatial Data Science Symposium 2023 Short Paper Proceedings.

Liao Cai, Cao Rui, Qili Gao (高琦丽), Cao Jinzhou, Luo Nianxue (2023). Exploring How Street-level Images Help Enhance Remote Sensing-based Local Climate Zone Mapping. In JSTARS.

Cao Jinzhou, Tu Wei, Cao Rui, Qili Gao (高琦丽), Chen Guanzhou, Li Qingquan (2023). Untangling the association between urban mobility and urban elements. In GSIS.

Wang Yikang, Zhong Chen, Qili Gao (高琦丽), Cabrera-Arnau Carmen (2022). Understanding internal migration in the UK before and during the COVID-19 pandemic using twitter data. In Urban Informatics.

Qili Gao (高琦丽), Yue Yang, Zhong Chen, Cao Jinzhou, Tu Wei, Li Qing-Quan (2022). Revealing transport inequality from an activity space perspective: A study based on human mobility data. In Cities.

Li Qingquan, Yue Yang, Qili Gao (高琦丽), Zhong Chen, Barros Joana (2022). Towards a new paradigm for segregation measurement in an age of big data. In Urban Informatics.

梁宇豪, Qili Gao (高琦丽), 郭莉, 乐阳 (2022). 融入城市空间因素的通勤异质性多层解析. In 城市交通.

Zeng Jin, Yue Yang, Qili Gao (高琦丽), Gu Yanyan, Ma Chenglin (2022). Identifying Localized Amenities for Gentrification Using a Machine Learning-based Framework. In Applied Geography.

Cao Rui, Tu Wei, Cai, Jixuan, Zhao, Tianhong, Xiao, Jie, Cao Jinzhou, Qili Gao (高琦丽), Su, Hanjing (2022). Machine learning-based economic development mapping from multi-source open geospatial data. In ISPRS Ann. Photogramm. Remote Sens.

Qili Gao (高琦丽) (2021). 大数据驱动的城市活动空间动态研究. In 测绘学报.

涂伟, 曹劲舟, Qili Gao (高琦丽), 曹瑞, 方志祥, 乐阳, 李清泉 (2020). 融合多源时空大数据感知城市动态. In 武汉大学学报·信息科学版.

Yeh Anthony GO, Yue Yang, Zhou Xingang, Qili Gao (高琦丽) (2020). Big data, urban analytics and the planning of smart cities. In Handbook of Planning Support Science.

Qili Gao (高琦丽), Li Qing-Quan, Zhuang Yan, Yue Yang, Liu Zhen-Zhen, Li Shui-Quan, Sui Daniel (2019). Urban commuting dynamics in response to public transit upgrades: A big data approach. In Plos one.

Qili Gao (高琦丽), Li Qing-Quan, Yue Yang, Zhuang Yan, Chen Zhi-Peng, Kong Hui (2018). Exploring changes in the spatial distribution of the low-to-moderate income group using transit smart card data. In CEUS.

Jia Tao, Tao Hongbing, Qin Kun, Wang Yulong, Liu Chengkun, Qili Gao (高琦丽) (2014). Selecting the optimal healthcare centers with a modified P-median model: a visual analytic perspective. In Int J Health Geogr.