Zobrazeno 1 - 10
of 155
pro vyhledávání: '"Grimm, Stephan"'
Publikováno v:
2022 IEEE Symposium Series on Computational Intelligence (SSCI 2022)
Machine learning (ML) on graph-structured data has recently received deepened interest in the context of intrusion detection in the cybersecurity domain. Due to the increasing amounts of data generated by monitoring tools as well as more and more sop
Externí odkaz:
http://arxiv.org/abs/2212.13991
Autor:
Köcher, Aljosha, Belyaev, Alexander, Hermann, Jesko, Bock, Jürgen, Meixner, Kristof, Volkmann, Magnus, Winter, Michael, Zimmermann, Patrick, Grimm, Stephan, Diedrich, Christian
In manufacturing, many use cases of Industry 4.0 require vendor-neutral and machine-readable information models to describe, implement and execute resource functions. Such models have been researched under the terms capabilities and skills. Standardi
Externí odkaz:
http://arxiv.org/abs/2209.09632
Autor:
Himmelhuber, Anna, Grimm, Stephan, Zillner, Sonja, Joblin, Mitchell, Ringsquandl, Martin, Runkler, Thomas
Similarly to other connectionist models, Graph Neural Networks (GNNs) lack transparency in their decision-making. A number of sub-symbolic approaches have been developed to provide insights into the GNN decision making process. These are first import
Externí odkaz:
http://arxiv.org/abs/2112.01844
The increasing importance of resource-efficient production entails that manufacturing companies have to create a more dynamic production environment, with flexible manufacturing machines and processes. To fully utilize this potential of dynamic manuf
Externí odkaz:
http://arxiv.org/abs/2111.13142
Autor:
Grimm, Stephan, Guhr, Thomas
We observe the effects of the three different events that cause spread changes in the order book, namely trades, deletions and placement of limit orders. By looking at the frequencies of the relative amounts of price changing events, we discover that
Externí odkaz:
http://arxiv.org/abs/1812.09067
Autor:
Stürmer, Julian, Schwab, Christian, Grimm, Stephan, Kalide, Andre, Sutherland, Adam P., Seifahrt, Andreas, Schuster, Kay, Bean, Jacob L., Quirrenbach, Andreas
Optical fibers are a key component for high-resolution spectrographs to attain high precision in radial velocity measurements. We present a custom fiber with a novel core geometry - a 'D'-shape. From a theoretical standpoint, such a fiber should prov
Externí odkaz:
http://arxiv.org/abs/1607.02494
Autor:
Grimm, Stephan
Semantic web has grown into a mature field of research. Its methods find innovative applications on and off the World Wide Web. Its underlying technologies have significant impact on adjacent fields of research and on industrial applications. This ne
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