Prof. Dr. Christiane Fuchs
Prof. Dr. Christiane Fuchs
Professor of Data Science
Room V9 - 132
Phone +49 521 106-2576
Email christiane.fuchs@uni-bielefeld.de
I am a professor of data science at the Faculty of Business Administration and Economics at Bielefeld University. As part of a cooperation with the Helmholtz Zentrum München, I also lead the Biostatistics group at the Institute of Computational Biology and the Core Facility Statistical Consulting.
Research projects and funding at Bielefeld University are described on the pages of the Data Science Group. For information about my activities in Munich, please visit my webpage at the Helmholtz Zentrum München.
Research Interests
- Stochastic modelling and statistical inference of dynamic processes in genetics and molecular biology, in particular diffusion processes / stochastic differential equations
- Uncertainty quantification
- Analysis of single-cell regulatory heterogeneities (StochasticProfiling Project; see also Research Features article)
- Integration of genomic, transcriptomic and clinical/environmental data
- Computer-intensive methods and Bayesian statistics
Book
C. Fuchs (2013): Inference for Diffusion Processes with Applications in Life Sciences. Springer, Heidelberg.
Theses
- C. Dargatz (2010): Bayesian Inference for Diffusion Processes with Applications in Life Sciences. Ph.D. Thesis, Ludwig-Maximilians-Universität Munich.
- C. Dargatz (2004): Probabilistic Analysis of the Profile of Binary and Digital Search Trees. Diploma Thesis (continuation of M.Sc. Thesis), University of Hanover.
- C. Dargatz (2003): Probabilistic Analysis of the Profile of Binary and Digital Search Trees. M.Sc. Thesis, Brunel University West London.
Winter 2021/22
- Grundlagen der Statistik (Fuchs / Wäsche)
- Bayesian Statistics (Fuchs / Yaqine)
- Forschen, Handeln und Gestalten in der Welt der Daten (Böhm-Kasper, Langrock, Schwandt, Gausling, Fuchs)
Summer 2021
- Bayesian Statistics II (Fuchs / Yaqine)
-
Masterkolloquium Data Science (Fuchs)
Winter 2020/21
- Grundlagen der Statistik (Fuchs / Frahnow)
- Bayesian Statistics I (Fuchs / Yaqine)
- Forschen, Handeln und Gestalten in der Welt der Daten (Böhm-Kasper, Langrock, Pöge, Schwandt, Gausling, Fuchs)
- Integrative Wissensperspektiven. Krisen und ihre Bewältigung (Carrier, [...], Fuchs)
Summer 2020
- Bayesian Statistics II (Fuchs / Yaqine)
- Masterkolloquium zu Data Science (Fuchs)
Winter 2019/20
- Grundlagen der Statistik (Fuchs / Frahnow)
- Bayesian Statistics I (Fuchs / Yaqine)
- Masterkolloquium zu Statistik, Data Science und Ökonometrie (Langrock / Fuchs / Bauer)
- Lecture series: Big data is watching you! (Böhm-Kasper, Langrock, Pöge, Schwandt, Gausling, Fuchs)
Summer 2019
- Bayesian Statistics II (Fuchs / Yaqine)
- Big Data Beauty (Basiswerkstatt Musik wiss./künstl.) (Fuchs, Frahnow, Voit)
- Big Data Beauty (Vertiefendes musikalisches Projekt) (Fuchs, Frahnow, Voit)
Winter 2018/19
- Bayesian Statistics I (Fuchs / Frahnow)
- Integrative Wissensperspektiven - Alternative Fakten. Wie sicher ist unser Wissen? (Kramer, Carrier, Blanchard, Reinhold, Cruse, Seibert, Schäfer, Grave, Vasilache, Deile, Diehl, Werron, Menke, Spoerhase, Langrock, Hammer, Fuchs, Kaiser, Pfeiffer, Pawlak)
Previous Terms
Please visit my page at Helmholtz Zentrum München.
| since 01/2018 | Professor of Data Science at the Faculty of Business Administration and Economics, Bielefeld University, Germany |
| since 01/2016 | Group Leader of the Biostatistics research group at the Institute of Computational Biology, Helmholtz Zentrum Munich, Germany |
| 10/2016 - 03/2017 | Interim W3 professor for Applied Stochastics at the Department of Statistics, Ludwig-Maximilians-Universität Munich, Germany |
| 05/2013 - 12/2015 | Team Leader of the Biostatistics research team at the Institute of Computational Biology, Helmholtz Zentrum Munich, Germany |
| since 09/2011 | Guest Lecturer at the Faculty of Mathematics, Technical University Munich, Germany |
| 01/2011 - 04/2013 | Research Fellow (Postdoc) at the Computational Modeling in Biology group, Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum Munich, Germany |
| 11/2010 - 12/2010 | Research Fellow (Postdoc) at the Department of Statistics, University of Warwick, UK |
| 03/2005 - 10/2010 | Research Assistant (Ph.D. student) at the Collaborative Research Unit and the Chair of Statistics, Department of Statistics, Ludwig-Maximilians-Universität Munich, Germany |
| 01/2007 - 03/2007 | Visiting Ph.D. student at the Department of Mathematics and Statistics, Lancaster University, UK |
| 10/1999 - 01/2005 | German Diploma (eq. M.Sc.) in Mathematics (major) and Computer Science (minor), University of Hanover, Germany |
| 09/2002 - 09/2003 | Master of Science in Computational Mathematics with Modelling, Brunel University West London, UK |