Guangwen Song

Interpretable machine learning models for crime prediction

Xu Zhang, Lin Liu, Minxuan Lan et al. · Computers Environment and Urban Systems · 2022 · 113 citations

Engineering, Machine Learning, Data Science +5

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 · 88 citations · Full text

Using Google Street View imagery to capture micro built environment characteristics in drug places, compared with street robbery

Hanlin Zhou, Lin Liu, Minxuan Lan et al. · Computers Environment and Urban Systems · 2021 · 74 citations

Built Environment, Drug Places, Environment Characteristics +5

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 · 64 citations · Full text

Crime Risk Population, Engineering, Activity-travel Pattern +18

Theft from the person in urban China: assessing the diurnal effects of opportunity and social ecology

Guangwen Song, Lin Liu, Wim Bernasco et al. · Habitat International · 2018 · 41 citations · Full text

Urban Geography, Economic Criminology, Crime Science +6