Mathematik und Informatik

Prof. Dr. Christian Beecks, Institut für Informatik

Private Homepagehttps://www.uni-muenster.de/DMA/
CV
04/2018-Professor of Computer Science, University of Münster, Germany.
04/2017-Senior Researcher, Fraunhofer Institute for Applied Information Technology FIT, Germany.
04/2014-03/2017Akademischer Rat, RWTH Aachen University, Germany.
08/2013-03/2014Post-doctoral researcher, RWTH Aachen University, Germany.
10/2007-07/2013Ph.D. student and research assistant, RWTH Aachen University, Germany.
Research InterestsData Science
Data Engineering
Big Data
Machine Learning
Multimedia Databases
Current PublicationsBerns F, Beecks C Towards Large-scale Gaussian Process Models for Efficient Bayesian Machine Learning. Proceedings of the 9th International Conference on Data Science, Technology and Applications, 2020 online
Berns F, Beecks C Automatic Gaussian Process Model Retrieval for Big Data. , 2020 online
Berns F, Lange-Hegermann M, Beecks C Towards Gaussian Processes for Automatic and Interpretable Anomaly Detection in Industry 4.0. Proceedings of the International Conference on Innovative Intelligent Industrial Production and Logistics - Volume 1: IN4PL,, 2020, pp 87-92 online
Berns F, Beecks C Large-scale Retrieval of Bayesian Machine Learning Models for Time Series Data via Gaussian Processes. Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 1: KDIR,, 2020, pp 71-80 online
Beecks C, Schmidt KW, Berns F, Grass A Gaussian Processes for Anomaly Description in Production Environments. Proceedings of the Workshops of the Joint Conference on Extending Database Technology and Database Theory, EDBT/ICDT 2019, Lisbon, Portugal, March 26, 2019CEUR Workshop Proceedings, 2019 online
Berns F, Rossetto L, Schoeffmann K, Beecks C, Awad G V3C1 Dataset: An Evaluation of Content Characteristics. Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019, 2019, pp 334-338 online
Leibetseder A, Münzer B, Primus MJ, Kletz S, Schoeffmann K, Berns F, Beecks C lifeXplore at the Lifelog Search Challenge 2019. Proceedings of the ACM Workshop on Lifelog Search Challenge, LSC@ICMR 2019, Ottawa, ON, Canada, 10 June 2019, 2019, pp 13-17 online
Sandfort F, Strieth-Kalthoff F, Kühnemund M, Beecks C, Glorius F A Structure-Based Platform for Predicting Chemical Reactivity. ChemRxiv Vol. 2019, 2019 online
Berns F, Schmidt K, Grass A, Beecks C A New Approach for Efficient Structure Discovery in IoT. 2019 IEEE International Conference on Big Data (Big Data), 2019, pp 4152-4156 online
E-Mailchristian.beecks@uni-muenster.de
Phone+49 251 83-33804
FAX+49 251 83-33755
Room203
Secretary   Sekretariat Glasmeyer (Informatik)
Frau Dana Glasmeyer
Telefon +49 251 83-38401
Fax +49 251 83-33755
Zimmer 713

AddressProf. Dr. Christian Beecks
Institut für Informatik
Fachbereich Mathematik und Informatik der Universität Münster
Einsteinstrasse 62
48149 Münster
Deutschland
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