GraphLearner: an approach to sequence recognition and generation. - In: 2024 IEEE International Conference on Big Data and Smart Computing, (2024), S. 445-451
This paper presents GraphLearner a neuromorphic sequence generator with similarities to Markov Chain Models. GraphLearner is proposed as an alternative to ‘black box’ deep neural network models which lack explainability and adaptability. Bloom Filters are used to simplify otherwise computationally expensive Markov chain probability calculations. It is demonstrated with Natural Language Processing tasks, generating sentences of remarkable quality.
https://doi.org/10.1109/BigComp60711.2024.00098
Rooted minors and locally spanning subgraphs. - In: Journal of graph theory, ISSN 1097-0118, Bd. 105 (2024), 2, S. 209-229
Results on the existence of various types of spanning subgraphs of graphs are milestones in structural graph theory and have been diversified in several directions. In the present paper, we consider “local” versions of such statements. In 1966, for instance, D. W. Barnette proved that a 3-connected planar graph contains a spanning tree of maximum degree at most 3. A local translation of this statement is that if G is a planar graph, X is a subset of specified vertices of G such that X cannot be separated in G by removing two or fewer vertices of G, then G has a tree of maximum degree at most 3 containing all vertices of X. Our results constitute a general machinery for strengthening statements about k-connected graphs (for 1 ≤ k ≤ 4) to locally spanning versions, that is, subgraphs containing a set X ⊆ V (G) of a (not necessarily planar) graph G in which only X has high connectedness. Given a graph G and X ⊆ V (G), we say M is a minor of G rooted at X, if M is a minor of G such that each bag of M contains at most one vertex of X and X is a subset of the union of all bags. We show that G has a highly connected minor rooted at X if X ⊆ V (G) cannot be separated in G by removing a few vertices of G. Combining these investigations and the theory of Tutte paths in the planar case yields locally spanning versions of six well-known results about degree-bounded trees, Hamiltonian paths and cycles, and 2-connected subgraphs of graphs.
https://doi.org/10.1002/jgt.23012
Ein Ansatz für digitales, kompetenzorientiertes Prüfen in den Ingenieurwissenschaften. - Graz : Forum Neue Medien in der Lehre Austria (fnma). - 1 Online-Ressource (Seite 22-24)Online-Ausgabe: fnma Magazin. - Graz : Forum Neue Medien in der Lehre Austria (fnma), ISSN 2410-5244, (2023), 2
In dem Artikel wird ein Ansatz zur Verbesserung und Implementierung digitaler, kompetenzorientierter Prüfungsformate in ingenieurswissenschaftlichen Bachelorstudiengängen vorgestellt. Dazu wird das mit diesem Ziel geförderte Projekt examING des Zentralinstituts für Bildung der TU Ilmenau vorgestellt und die drei Säulen des Projekts erläutert. Zur Erarbeitung und Überprüfung von Lösungsansätzen wurden in allen Fakultäten der Universität insgesamt neun Teilprojekte initiiert, von denen eines (im FG Biomechatronik) zur Ausbildung der Bachelor in der Mechatronik und Biomedizinischen Technik näher vorgestellt wird.
https://doi.org/10.22032/dbt.57632
Empiric experiments with text-representing centroids. - In: Theory and application of text-representing centroids, (2019), S. 39-54
Spreading activation: a fast calculation method for text centroids. - In: Theory and application of text-representing centroids, (2019), S. 27-38
Mathematik in der Basic Engineering School - ein Praxisbeispiel der Lehrformate Just-in-Time Teaching und Gruppenarbeit mit Bearbeitungsstreifen. - In: Digitalisierung in der Techniklehre, (2017), S. 137-142
Spreading activation: a fast calculation method for text centroids. - In: Proceedings of 2017 the 3rd International Conference on Communication and Information Processing, ISBN 978-1-4503-5365-6, (2017), S. 24-27
https://doi.org/10.1145/3162957.3163014
Horst Sachs (1927-2016). - In: Discrete mathematics, Bd. 340 (2017), 11, S. 2615
https://doi.org/10.1016/j.disc.2017.04.023
PDSearch: using pictures as queries. - In: Recent advances in information and communication technology, (2014), S. 255-262
http://dx.doi.org/10.1007/978-3-319-06538-0_25
Bounds for the security of the Vivaldi network coordinate system. - In: 2013 Conference on Networked Systems (NetSys), ISBN 978-1-4673-5645-9, (2013), S. 66-75
http://dx.doi.org/10.1109/NetSys.2013.21