10 citations · 12 across the 6 of their papers we have counts for
7 papers
Specialization in Criminal Careers
Georg Heiler, Tuan Pham, Jan Korbel +2
We use a comprehensive longitudinal dataset on criminal acts over five years in a European country to study specialization in criminal careers. We cluster crime categories by their…
Identifying the root cause of cable network problems with machine learning
Georg Heiler, Thassilo Gadermaier, Thomas Haider +2
Good quality network connectivity is ever more important. For hybrid fiber coaxial (HFC) networks, searching for upstream high noise in the past was cumbersome and time-consuming.…
Inferring supply networks from mobile phone data to estimate the resilience of a national economy
Tobias Reisch, Georg Heiler, Christian Diem +1
National economies rest on networks of millions of customer-supplier relations. Some companies -- in the case of their default -- can trigger significant cascades of shock in the s…
Meteorological factors and non-pharmaceutical interventions explain local differences in the spread of SARS-CoV-2 in Austria
Katharina Ledebur, Michaela Kaleta, Jiaying Chen +12
The drivers behind regional differences of SARS-CoV-2 spread on finer spatio-temporal scales are yet to be fully understood. Here we develop a data-driven modelling approach based…
Behavioral gender differences are reinforced during the COVID-19 crisis
Tobias Reisch, Georg Heiler, Jan Hurt +3
Behavioral gender differences are known to exist for a wide range of human activities including the way people communicate, move, provision themselves, or organize leisure activiti…
The impact of COVID-19 on relative changes in aggregated mobility using mobile-phone data
Georg Heiler, Allan Hanbury, Peter Filzmoser
Evaluating relative changes leads to additional insights which would remain hidden when only evaluating absolute changes. We analyze a dataset describing mobility of mobile phones…
Country-wide mobility changes observed using mobile phone data during COVID-19 pandemic
Georg Heiler, Tobias Reisch, Jan Hurt +4
In March 2020, the Austrian government introduced a widespread lock-down in response to the COVID-19 pandemic. Based on subjective impressions and anecdotal evidence, Austrian publ…