Technologiekern Maschinelles Lernen

2020

ID	Titel	Autoren	Institute	Jahr	Erscheinungsort	Medium
78	Explainable Machine Learning for Scientific Insights and Discoveries	Ribana Roscher, Bastian Bohn, Marco F. Duarte, Jochen Garcke	SCAI	2020	IEEE Access	Journal
100	Analysis of the fiber laydown quality in spunbond processes with simulation experiments evaluated by blocked neural networks	Simone Gramsch, Alex Sarishvili, Andre Schmeißer	ITWM	2020	Journal Advances in Polymer Technology	Journal
111	Adiabatic Quantum Computing for Max-Sum Diversification	C. Bauckhage, R. Sifa, and S. Wrobel	IAIS	2020	SIAM International Conference on Data Mining (SDM)	Conference
201	Machine Learning in Thermodynamics: Prediction of Activity Coefficients by Matrix Completion	Fabian Jirasek, Rodrigo A. S. Alves, Julie Damay, Robert A. Vandermeulen, Robert Bamler, Michael Bortz, Stephan Mandt, Marius Kloft, Hans Hasse	ITWM	2020	The Journal of Physical Chemistry Letters	Journal
209	Informed Machine Learning - A Survey and Taxonomy of Integrating Knowledge into Learning Systems	L. von Rueden, S. Mayer, K. Beckh, B. Georgiev, S. Giesselbach, R. Heese, B. Kirsch, J. Pfrommer, A. Pick, R. Ramamurthy, M. Walczak, J. Garcke, C. Bauckhage, J. Schuecker	IAIS, IOSB, ITWM, SCAI	2020	IEEE Transactions on Knowledge and Data Engineering	Journal

ID	Titel	Autoren	Institute	Jahr	Erscheinungsort	Medium
45	Model-based Diagnosis of Hybrid Systems Using Satisfiability Modulo Theory	Diedrich, Alexander; Maier, Alexander; Niggemann, Oliver	IOSB	2019	Proc. AAAI	Conference
54	A Representer Theorem for Deep Kernel Learning	Bastian Bohn, Michael Griebel, Christian Rieger	SCAI	2019	Journal of Machine Learning Research	Journal
60	Prototypes within Minimum Enclosing Balls	C. Bauckhage, R. Sifa, T. Dong	IAIS	2019	International Conference on Artificial Neural Networks	Conference
72	Predicting Missing Links Using PyKEEN	Ali, M., Hoyt, C. T., Domingo-Fernández, D., & Lehman, J.	SCAI, IAIS, U Bonn	2019	International Conference on the Semantic Web	Conference
85	Machine learning for assistance systems: Pattern-based approach to online step recognition	Marta Fullen, Alexander Maier, Arthur Nazarenko, Volkan Aksu, Sascha Jenderny, Carsten Röcker	IOSB	2019	INDIN - International Conference on Industrial Informatics	Conference
98	Stochastic Cloning for Robust Fusion of Multiple Relative and Absolute Measurements	Thomas Emter, A. Schirg, Philip Woock, Janko Petereit	IOSB	2019	IEEE Intelligent Vehicles Symposium (IV)	Conference

ID	Titel	Autoren	Institute	Jahr	Erscheinungsort	Medium
	Digitalization in Thermodynamics	Esther Forte, Michael Bortz, Jakob Burger, Jadran Vrabec, Hans Hasse	ITWM, TU KL und andere	2018	Chemie Ingenieur Technik	Journal