3 papers
cs.CY2020
Leveraging Mobility Flows from Location Technology Platforms to Test Crime Pattern Theory in Large Cities
Cristina Kadar, Stefan Feuerriegel, Anastasios Noulas +1
Crime has been previously explained by social characteristics of the residential population and, as stipulated by crime pattern theory, might also be linked to human movements of n…
cs.CY2019
Public decision support for low population density areas: An imbalance-aware hyper-ensemble for spatio-temporal crime prediction
Cristina Kadar, Rudolf Maculan, Stefan Feuerriegel
Crime events are known to reveal spatio-temporal patterns, which can be used for predictive modeling and subsequent decision support. While the focus has hitherto been placed on ar…
cs.CY2018
Mining large-scale human mobility data for long-term crime prediction
Cristina Kadar, Irena Pletikosa
Traditional crime prediction models based on census data are limited, as they fail to capture the complexity and dynamics of human activity. With the rise of ubiquitous computing,…