Luzi Xiao

Interpretable machine learning models for crime prediction

Xu Zhang, Lin Liu, Minxuan Lan et al. · Computers Environment and Urban Systems · 2022 · 123 citations

Computing, Computer Science, Criminology +14

Comparison of Machine Learning Algorithms for Predicting Crime Hotspots

Xu Zhang, Lin Liu, Luzi Xiao et al. · IEEE Access · 2020 · 99 citations · Full text

Social Sciences, Computer Science, Criminology +17

Crime Feeds on Legal Activities: Daily Mobility Flows Help to Explain Thieves’ Target Location Choices

Guangwen Song, Wim Bernasco, Lin Liu et al. · Journal of Quantitative Criminology · 2019 · 97 citations · Full text

Social Sciences, Criminology, Human Geography +17

Testing Indicators of Risk Populations for Theft from the Person across Space and Time: The Significance of Mobility and Outdoor Activity

Guangwen Song, Lin Liu, Wim Bernasco et al. · Annals of the American Association of Geographers · 2018 · 66 citations · Full text

Social Sciences, Criminology, Demography +15

Examining the relationship between neighborhood environment and residential locations of juvenile and adult migrant burglars in China

Lin Liu, Jiaxin Feng, Fang Ren et al. · Cities · 2018 · 54 citations

Social Sciences, Human Geography, Urban Planning +14