Dr Andreas W Kempa-Liehr

Dipl.-Phys., Dr. rer. nat.

Biography

I'm a data scientist with a strong background in nonlinear dynamics, stochastic time series analysis, and high performance computing. I like to apply computational analytics for automating micro decisions and deploying them as productive applications for businesses and research. 

2014-2016 Senior Data Scientist at Blue Yonder GmbH, Germany

2009-2014 Professional Analyst at EnBW Energie Baden-Württemberg AG, Germany

2004-2009 Head of Service Group Scientific Information Processing at Freiburg Materials Research Center, University of Freiburg, Germany

2004 Dissertation on "Dissipative Solitons in Reaction Diffusion Systems" at Institute of Applied Physics, University of Münster, Germany

Research | Current

Decision modelling in systems with state-dependent feature space dimensionality

Reflectance spectrometry of human skin

Distinctions/Honours

2008 - Apple Research and Technology Support Award

Committees/Professional groups/Services

Associate Member of Freiburg Materials Research Center (FMF)

Selected publications and creative works (Research Outputs)

  • Falkenthal, M., Breitenbücher U, Képes K, Leymann, F., Zimmermann, M., Christ, M., ... Kempa-Liehr, A. W. (2016). OpenTOSCA for the 4th Industrial Revolution: Automating the Provisioning of Analytics Tools based on Apache Flink. Paper presented at IoT'16 Proceedings of the 6th International Conference on the Internet of Things, Stuttgart, Germany. 7 November - 9 November 2016. 10.1145/2991561.2998463
  • Christ, M., Kempa-Liehr, A. W., & Feindt, M. (2016). Distributed and parallel time series feature extraction for industrial big data applications. Paper presented at ACML 2016 Workshop on Learning on Big Data, Hamilton, New Zealand. 16 November - 18 November 2016. Related URL.
  • Falkenthal, M., Breitenbücher U, Christ, M., Endres, C., Kempa-Liehr, A., Leymann, L., & Zimmermann, M. (2016). Towards Function and Data Shipping in Manufacturing Environments: How Cloud Technologies leverage the 4th Industrial Revolution. Paper presented at 10th Advanced Summer School on Service Oriented Computing, Hersonissos, Crete, Greece. 27 July - 1 July 2016. Proceedings of the 10th Advanced Summer School on Service Oriented Computing. Related URL.
  • Christ, M., Krummich, J., & Kempa-Liehr, A. W. (2016). Integrating Predictive Analytics into Complex Event Processing by Using Conditional Density Estimations. Paper presented at 2nd Workshop on the Role of Real-world objects in Business Process Management Systems, Vienna, Austria. 5 September - 9 September 2016. 2016 IEEE 20th International Enterprise Distributed Object Computing Workshop (EDOCW). 10.1109/EDOCW.2016.7584363
  • Christ, M., Kienle, F., & Kempa-Liehr, A. (23/3/2016). Time Series Analysis in Industrial Applications. Poster presented at Workshop on Extreme Value and Time Series Analysis, Karlsruhe, Germany. 10.13140/RG.2.1.3130.7922
  • Kempa-Liehr, A. (2015). Performance analysis of concurrent workflows. Journal of Big Data, 2 (1).10.1186/s40537-015-0017-0
  • Schmidt, U., & Kempa-Liehr, A. (2015). 7 Maximen für den erfolgreichen Umgang mit Wissen. In H. Beier, U. Schmidt, D. Klett (Eds.) WISSENSMANAGEMENT beflügelt. Heidelberg: Akademische Verlagsgesellschaft AKA.
  • Liehr, A. W. (2013). Dissipative Solitons in Reaction Diffusion Systems Mechanisms, Dynamics, Interaction. Berlin Heidelberg: Springer-Verlag. Pages: 212. 10.1007/978-3-642-31251-9