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Identifying the root cause of cable network problems with machine learning
Good quality network connectivity is ever more important. For hybrid fiber coaxial (HFC) networks, searching for upstream high noise in …
Georg Heiler, Thassilo Gadermaier, Thomas Haider, Allan Hanbury, Peter Filzmoser
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Identifying the root cause of cable network problems with machine learning
Inferring supply networks from mobile phone data to estimate the resilience of a national economy
National economies rest on networks of millions of customer-supplier relations. Some companies – in the case of their default …
Tobias Reisch, Georg Heiler, Christian Diem, Stefan Thurner
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Inferring supply networks from mobile phone data to estimate the resilience of a national economy
Preprint: Varieties of mobility measures: Comparing survey and mobile phone data during the COVID-19 pandemic
Measures to reduce individual mobility are prime governmental non-pharmaceutical inter- ventions to curb infection rates during a …
Fabian Kalleitner, David W. Schiestl, Georg Heiler
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Preprint: Varieties of mobility measures: Comparing survey and mobile phone data during the COVID-19 pandemic
Meteorological factors and non-pharmaceutical interventions explain local differences in the spread of SARS-CoV-2 in Austria
The drivers behind regional differences of SARS-CoV-2 spread on finer spatio-temporal scales are yet to be fully understood. Here we …
Katharina Ledebur, Michaela Kaleta, Jiaying Chen, Simon Lindner, Caspar Matzhold, Florian Weidle, Christoph Wittmann, Katharina Habimana, Linda Kerschbaumer, Sophie Stumpfl, Georg Heiler, Martin Bicher, Nikolas Popper, Florian Bachner, Peter Klimek
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Meteorological factors and non-pharmaceutical interventions explain local differences in the spread of SARS-CoV-2 in Austria
Behavioral gender differences are reinforced during the COVID-19 crisis
Behavioral gender differences are known to exist for a wide range of human activities including the way people communicate, move, …
Tobias Reisch, Georg Heiler, Jan Hurt, Peter Klimek, Allan Hanbury, Stefan Thurner
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Behavioral gender differences are reinforced during the COVID-19 crisis
The impact of COVID-19 on relative changes in aggregated mobility using mobile-phone data
Evaluating relative changes leads to additional insights that would remain hidden when only evaluating absolute changes. We analyze a …
Georg Heiler, Allan Hanbury, Peter Filzmoser
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The impact of COVID-19 on relative changes in aggregated mobility using mobile-phone data
Complexity, transparency and time pressure: practical insights into science communication in times of crisis
A global crisis such as the COVID-19 pandemic that started in early 2020 poses significant challenges for how research is conducted and …
Jana Lasser, Verena Ahne, Georg Heiler, Peter Klimek, Hannah Metzler, Tobias Resich, Martin Sprenger, Stefan Thurner, Johannes Sorger
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Complexity, transparency and time pressure: practical insights into science communication in times of crisis