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Predictive Maintenance & Anomalie-Erkennung: Effiziente Instandhaltung mit Verfahren der KI Miscellaneous
Vortrag DEBRL2020 (Digital Exchange Bergisches Rheinland 2020), als Video über https://digital-xchange.de/streaming verfügbar, 2020.
General Board Game Playing for Education and Research in Generic AI Game Learning Proceedings Article
In: Perez, Diego; Mostaghim, Sanaz; Lucas, Simon (Ed.): IEEE Conference on Games, London, 2019.
SACOBRA with Online Whitening for Solving Optimization Problems with High Conditioning Technical Report
arXiv preprint arXiv:1904.08397 2019.
Solving Optimization Problems with High Conditioning by Means of Online Whitening Proceedings Article
In: Lopez-Ibanez, Manuel (Ed.): Genetic and Evolutionary Computation Conference 2019 (GECCO'19), Prague, pp. 243-244, ACM, 2019.
How to Solve the Dilemma of Margin-Based Equality Constraint Handling Methods Journal Article
In: at-Automatisierungstechnik, vol. submitted, 2019.
Deep Learning mit Keras und Tensorflow Miscellaneous
Vortrag auf DEBRL2019 (Digital Exchange Bergisches Rheinland 2019), 2019.
The GBG Class Interface Tutorial V2.0: General Board Game Playing and Learning Technical Report
Research Center CIOP (Computational Intelligence, Optimization and Data Mining) 2019.
Implementierung und Untersuchung eines Turniersystems für KI-Agenten in Brettspielen Masters Thesis
TH Köln -- University of Applied Sciences, 2019, (Master thesis).
TH Köln -- University of Applied Sciences, 2019, (Bachelor thesis, 1st prize in Opitz innovation award 2020).
Anomaly Detection in Electrocardiogram Readings with Stacked LSTM Networks Proceedings Article
In: Barancíková, Petra; Holena, Martin; others, (Ed.): Proc. 19th Conference Information Technologies - Applications and Theory (ITAT 2019), 2019, (Best Paper Award).