Publications

Georg Heiler, Thassilo Gadermaier, Thomas Haider, Allan Hanbury, Peter Filzmoser (2022). Identifying the root cause of cable network problems with machine learning. Identifying the root cause of DOCSIS network problems with machine learning.

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Georg Heiler, Alexandra Ciarnau (2022). Data Anonymization – The key to innovation. Data Anonymization – The key to innovation.

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Peter Klimek, Georg Heiler (2021). Mobility changes in Austria in fall 2021. As corona cases in Austria were surging, the government imposed a lockdown for unvaccinated people on November 15, 2021..

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Tobias Reisch, Georg Heiler, Christian Diem, Stefan Thurner (2021). Inferring supply networks from mobile phone data to estimate the resilience of a national economy. Inferring supply networks from mobile phone data to estimate the resilience of a national economy.

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Fabian Kalleitner, David W. Schiestl, Georg Heiler (2021). Preprint: Varieties of mobility measures: Comparing survey and mobile phone data during the COVID-19 pandemic. Preprint: Varieties of mobility measures: Comparing survey and mobile phone data during the COVID-19 pandemic.

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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 (2021). Meteorological factors and non-pharmaceutical interventions explain local differences in the spread of SARS-CoV-2 in Austria. Preprint: Meteorological factors and non-pharmaceutical interventions explain local differences in the spread of SARS-CoV-2 in Austria.

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Peter Klimek, Stefan Thurner, Georg Heiler (2021). Hin zu einer regionalisierten Niedriginzidenz-Strategie für kommende Covid-19-Infektionswellen. Von Lockdown zu Lockdown: Über die Entwicklung der Mobilitätssreduktion in Österreichs Bundesländern.

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Peter Klimek, Georg Heiler (2021). Von Lockdown zu Lockdown: Über die Entwicklung der Mobilitätssreduktion in Österreichs Bundesländern. Von Lockdown zu Lockdown: Über die Entwicklung der Mobilitätssreduktion in Österreichs Bundesländern.

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Tobias Reisch, Georg Heiler, Jan Hurt, Peter Klimek, Allan Hanbury, Stefan Thurner (2020). Behavioral gender differences are reinforced during the COVID-19 crisis. Preprint: Behavioral gender differences are reinforced during the COVID-19 crisis.

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Georg Heiler, Allan Hanbury, Peter Filzmoser (2020). The impact of COVID-19 on relative changes in aggregated mobility using mobile-phone data. Compositional analysis of mobility changes due to COVID lock-down measures.

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Jana Lasser, Verena Ahne, Georg Heiler, Peter Klimek, Hannah Metzler, Tobias Resich, Martin Sprenger, Stefan Thurner, Johannes Sorger (2020). Complexity, transparency and time pressure: practical insights into science communication in times of crisis. Science communication during a crisis.

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Georg Heiler, Tobias Reisch, Jan Hurt, Mohammad Forghani, Aida Omani, Allan Hanbury, Farid Karimipour (2020). Country-wide mobility changes observed using mobile phone data during COVID-19 pandemic. Country-wide mobility changes observed using mobile phone data during COVID-19 pandemic.

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Georg Heiler (2019). Comparing Implementation Variants Of Distributed Spatial Join on Spark. Poster IEEE Big Data proceedings: Comparing Implementation Variants Of Distributed Spatial Join on Spark.

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Georg Heiler (2018). Cost-based statistical methods for fraud detection. Prediction of never-paying customers considering individual risk. Cost-based statistical methods for fraud detection, MSc Thesis.

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Georg Heiler (2015). Clustering time-series. An overview about different application contexts of time-series clustering. Clustering time-series, BSc Thesis.

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