Wissenschaftliche Publikationen - AG "Intelligente Sensorik"

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2023

N. Piatkowski, K. Morik, N. Kriege, C. Morris, M. Fey, F. Weichert, N. Bertram, J. Ellert, J. Fischer and L. Pfahler, "Structured Data" in Machine Learning under Resource Constraints - Fundamentals, De Gruyter, 2023, pp. 99--178.
 doi:10.1515/9783110785944-004

2022

C. Rest, D. Fisseler, F. Weichert and G. G. W. Müller, "Illumination-based augmentation for cuneiform deep neural sign classification" , Journal on Computing and Cultural Heritage (accepted for publication), 2022.
 Link

2020

M. Fey, J. E. Lenssen, C. Morris, J. Masci and N. Kriege, "Deep Graph Matching Consensus" in International Conference on Learning Representations (ICLR), 2020.
 PDF Link

2019

W. Tillmann, C. Schaak, J. Zajaczkowski, H. Müller, D. Hegels, M. Gaspar, B. Kuhlenkötter and D. D. Störkle, "Investigation of a procedure for the simulation-based optimisation of robot paths for thermal spraying" , Thermal Spray Bulletin, vol. 12, pp. 89-97, 2019.
C. Morris, M. Ritzert, M. Fey, W. L. Hamilton, J. E. Lenssen, G. Rattan and M. Grohe, "Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks" in 33rd AAAI Conference on Artificial Intelligence (AAAI-19), 2019.
 Datei

2018

W. Tillmann, C. Schaak, J. Zajaczkowski, H. Müller, D. Hegels, M. Gaspar, B. Kuhlenkötter and D. D. Störkle, "Investigation into the properties of HVOF-sprayed WC-Co coatings on plane and complex surfaces, manufactured with an evolution-based path planning method" , Thermal Spray Bulletin, vol. 11, 2018.

2017

A. Böckenkamp, C. Mertens, C. Prasse, J. Stenzel and F. Weichert, "A Versatile and Scalable Production Planning and Control System for Small Batch Series" , Industrial Internet of Things: Cybermanufacturing Systems, Springer, pp. 541-559, 2017.

2015

L. Bochmann, L. Gehrke, A. Böckenkamp, F. Weichert, R. Albersmann, C. Prasse, C. Mertens, M. Motta and K. Wegener, "Towards Decentralized Production: A Novel Method to Identify Flexibility Potentials in Production Sequences Based on Flexibility Graphs" , Int. J. of Automation Technology, vol. 9, pp. 270-282, 2015.

2013

F. Weichert, C. Mertens, L. Walczak, G. Kern-Isberner and M. Wagner, "A Novel Approach for Connecting Temporal-Ontologies with Blood Flow Simulations" , Journal of Biomedical Informatics, vol. 46, pp. 470-479, 2013.
 10.1016/j.jbi.2013.03.004

2008

H. Müller, D. Biermann, P. Kersting, T. Michelitsch, C. Begau, C. Heuel, R. Joliet, J. Kolanski, M. Kröller, C. Moritz, D. Niggemann, M. Stöber, T. Stönner, J. Varwig and D. Zhai, "Intuitive Visualization and Interactive Analysis of Pareto Sets Applied On Production Engineering Systems" in Success in Evolutionary Computation, Springer-Verlag, Berlin, Springer-Verlag, 2008, pp. 189-214.