Wissenschaftliche Publikationen

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

2019

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

2018

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