Prof. Fabian Schwarzenberger Professur Mathematik/Stochastik

Hochschulseite der Professur

Forschung

Forschungsprofil

Die Professur vertritt an der HTW Dresden die Forschung im Gebiet Stochastik und Statistik.

Schwerpunkte

  • Anwendung von statistischen Lernverfahren
  • Stochastische Methoden zur Modellierung realer Prozesse
  • Analyse und Interpretation realer Daten

Publikationen

Auswahl wissenschaftlicher Publikationen, absteigend nach Erscheinungsjahr sortiert.

  1. Max Kämper, Christoph Schumacher, Fabian Schwarzenberger & Ivan Veselić (2026). Quantitative concentration inequalities for the uniform approximation of the IDS. Preprint, arXiv:2602.18214. DOI · arXiv
  2. Markus Klose, Moritz Harnisch, Erik Schubert, Felix Heizler, Roman Tilly, Thomas Buder, Fabian Schwarzenberger & Maik Thiele (2025). Eine skalierbare Plattform zur intermodalen Erreichbarkeitsanalyse im öffentlichen Verkehr unter Einbeziehung von Shared Mobility. HMD Praxis der Wirtschaftsinformatik, 62, 799–816. DOI
  3. Christoph Schumacher, Fabian Schwarzenberger & Ivan Veselić (2020). Uniform existence of the IDS on lattices and groups. In Matthias Keller, Daniel Lenz & Radosław K. Wojciechowski (Hrsg.), Analysis and Geometry on Graphs and Manifolds (S. 445–478). Cambridge University Press. DOI · arXiv
  4. Caecilia von Lienen, Jana-Sophie Effert, Fabian Schwarzenberger, Lars Hannawald & Günther Prokop (2020). How personal identity influences the driving behavior: Correlation analysis with naturalistic driving data. In Neville Stanton (Hrsg.), Advances in Human Aspects of Transportation. AHFE 2020 (Advances in Intelligent Systems and Computing, Bd. 1212, S. 16–23). Springer. DOI
  5. Peter Ahnert, Petra Creutz, Katrin Horn, Fabian Schwarzenberger, Michael Kiehntopf, Hamid Hossain, Michael Bauer, Frank Martin Brunkhorst, Konrad Reinhart, Uwe Völker, Trinad Chakraborty, Martin Witzenrath, Markus Löffler, Norbert Suttorp, Markus Scholz & The PROGRESS Study Group (2019). Sequential organ failure assessment score is an excellent operationalization of disease severity of adult patients with hospitalized community acquired pneumonia: Results from the prospective observational PROGRESS study. Critical Care, 23, Artikel 110. DOI
  6. Christoph Schumacher, Fabian Schwarzenberger & Ivan Veselić (2018). Glivenko-Cantelli theory, Ornstein-Weiss quasi-tilings, and uniform ergodic theorems for distribution-valued fields over amenable groups. The Annals of Applied Probability, 28(4), 2417–2450. DOI · arXiv
  7. Andreas Kuehnapfel, Fabian Schwarzenberger & Markus Scholz (2017). On the conditional power in survival time analysis considering cure fractions. The International Journal of Biostatistics, 13(1), 1–19. DOI
  8. Christoph Schumacher, Fabian Schwarzenberger & Ivan Veselić (2017). A Glivenko-Cantelli theorem for almost additive functions on lattices. Stochastic Processes and their Applications, 127(1), 179–208. DOI · arXiv
  9. Felix Pogorzelski & Fabian Schwarzenberger (2016). A Banach space-valued ergodic theorem for amenable groups and applications. Journal d’Analyse Mathématique, 130, 19–69. DOI · arXiv
  10. Antonio Renatus, Lars Trentzsch, Antje Schönfelder, Fabian Schwarzenberger & Holger Jentsch (2016). Evaluation of an electronic periodontal probe versus a manual probe. Journal of Clinical and Diagnostic Research, 10(11), ZH03–ZH07. DOI
  11. Antonio Renatus, Tanja Kottmann, Fabian Schwarzenberger & Holger Jentsch (2016). Evaluation of a new self-reported tool for periodontitis screening. Journal of Clinical and Diagnostic Research, 10(6), ZC107–ZC112. DOI
  12. Christoph Schumacher & Fabian Schwarzenberger (2015). Approximation of the integrated density of states on sofic groups. Annales Henri Poincaré, 16, 1067–1101. DOI · arXiv
  13. Fabian Schwarzenberger (2014). The integrated density of states for operators on groups. Chemnitz: Universitätsverlag Chemnitz. ISBN 978-3-944640-14-3.
  14. Slim Ayadi, Fabian Schwarzenberger & Ivan Veselić (2013). Uniform existence of the integrated density of states for randomly weighted Hamiltonians on long-range percolation graphs. Mathematical Physics, Analysis and Geometry, 16, 309–330. DOI · arXiv
  15. Fabian Schwarzenberger (2013). The integrated density of states for operators on groups. Dissertation, Technische Universität Chemnitz. Qucosa/Monarch. URN
  16. Felix Pogorzelski, Fabian Schwarzenberger & Christian Seifert (2013). Uniform existence of the integrated density of states on metric Cayley graphs. Letters in Mathematical Physics, 103(9), 1009–1028. DOI · arXiv
  17. Daniel Lenz, Fabian Schwarzenberger & Ivan Veselić (2012). Erratum to: A Banach space-valued ergodic theorem and the uniform approximation of the integrated density of states. Geometriae Dedicata, 159, 411–413. DOI · arXiv
  18. Fabian Schwarzenberger (2012). Uniform approximation of the integrated density of states for long-range percolation Hamiltonians. Journal of Statistical Physics, 146(6), 1156–1183. DOI · arXiv
  19. Daniel Lenz, Fabian Schwarzenberger & Ivan Veselić (2011). A Banach space-valued ergodic theorem and the uniform approximation of the integrated density of states. Geometriae Dedicata, 150, 1–34. DOI · arXiv

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