University of Münster
CRIS@UM
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Professorship of practical computer science (Prof. Beecks)

Status: Organisation is ended
Address: 
Einsteinstraße 62
48149 Münster
Germany

Publications

Stochastic Time Series Representation for Interval Pattern Mining via Gaussian Processes
Berns F, Beecks C (2021)
In:  (eds.), Proceedings of the 2021 SIAM International Conference on Data Mining (SDM), 10-18. (kein Verlag angegeben). doi:10.1137/1.9781611976700.2
Research article in edited proceedings (conference) | Peer reviewed | Published
Complexity-Adaptive Gaussian Process Model Inference for Large-Scale Data
Berns F, Beecks C (2021)
In:  (eds.), Proceedings of the 2021 SIAM International Conference on Data Mining (SDM), 360-368. (kein Verlag angegeben). doi:10.1137/1.9781611976700.41
Research article in edited proceedings (conference) | Peer reviewed | Published
Machine Learning for Storage Location Prediction in Industrial High Bay Warehouses
Berns F, Ramsdorf T, Beecks C (2021)
In:  (eds.), 1st International Workshop on Industrial Machine Learning at 25th International Conference on Pattern Recognition 2020, 650-661. Springer. doi:10.1007/978-3-030-68799-1_47
Research article in edited proceedings (conference) | Peer reviewed | Published
3CS Algorithm for Efficient Gaussian Process Model Retrieval
Berns F, Schmidt K, Bracht I, Beecks C (2021)
In:  (eds.), Proceedings 25th of the International Conference on Pattern Recognition 2020, 1773-1780. Wiley-IEEE Computer Society Press. doi:10.1109/ICPR48806.2021.9412805
Research article in edited proceedings (conference) | Peer reviewed | Published
Local Gaussian Process Model Inference Classification for Time Series Data
Berns F, Strueber JH, Beecks C (2021)
In:  (eds.), . (kein Verlag angegeben). doi:10.1145/3468791.3468839
Research article in edited proceedings (conference) | Peer reviewed | Published
Show all publications (91)

Projects

Joint Research Training Group: „Trustworthy AI for Seamless Problem solving: Next generation Intelligence Joins Robust Data Analysis“ (Data NInJA) - PhD topic:… (GAIA)
Duration: 01/02/2021 - 31/12/2024
Funded by: MKW - Förderlinie „Künstliche Intelligenz/Maschinelles Lernen“ - Standortübergreifendes Graduiertenkolleg
Type of project: Participation in other joint projects
Towards AI powered manufacturing services, processes, and products in an edge-to-cloud-knowlEdge continuum for humans [in-the-loop] (knowlEdge)
Duration: 01/01/2021 - 31/12/2023
Funded by: EC H2020 - Research and innovation actions
Type of project: EU-project hosted outside University of Münster
Applied IoT Data Analytics
Duration: since 01/04/2017
Type of project: Own resources project
Medical Video Analysis
Duration: 01/04/2015 - 30/09/2018
Type of project: Own resources project
Video Search and Retrieval
Duration: 01/04/2015 - 30/03/2018
Type of project: Own resources project
Show all projects (14)

Preisverleihungen

Best Research Paper Award: "Complexity-Adaptive Gaussian Process Model Inference for Large-Scale Data"
Awarded by: SIAM International Conference on Data Mining
Award given to: Berns, Fabian; Beecks, Christian
Announced at: 30/04/2021 | Date of awarding: 30/04/2021
Type of distinction: Best publication award
Best Poster Award: "Towards digitized gesture analytics. Gaining new insights into gesture and gesture space use through motion-capture technology"
Awarded by: Warwick Workshop on Gesture & Technology
Award given to: Mittelberg, Irene; Brenger, Bela; Beecks, Christian
Announced at: 03/06/2018 | Date of awarding: 03/06/2018
Type of distinction: Best publication award
Best Paper Award: "Automated Pattern Analysis in Gesture Research: Similarity Measuring in 3D Motion Capture Models of Communicative Action"
Awarded by: Göttingen Dialog in Digital Humanities
Award given to: Schüller, Daniel; Beecks, Christian; Hassani, Marwan; Hinnell, Jennifer; Brenger, Bela; Seidl, Thomas; Mittelberg, Irene
Date of awarding: 01/01/2015
Type of distinction: Best publication award
Best Paper Award: "Ptolemaic Indexing of the Signature Quadratic Form Distance"
Awarded by: International Conference on Similarity Search and Applications
Award given to: Lokoč, Jakub; Hetland, Magnus Lie; Skopal, Tomáš; Beecks, Christian
Date of awarding: 01/01/2011
Type of distinction: Best publication award

Parent organisational units