Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWMMathematische Kompetenzen
- Signalverarbeitung
- Schwingungsanalysen
- Zeitreihenanalysen
- Maschinelles Lernen
Schwerpunkte
- Data Analytics
- Schwingungsdiagnostik
- Condition Monitoring
- Analyse von Verbrauchsdaten
- Predictive Maintenance
Publikationen
Highlightpublikationen
- Sarishvili, A., Jirstrand, M., Adrian, B., Wirsen, A. (2023).: Sparse Inversion of Stacked Autoencoder Classification Machines. In: Yang, XS., Sherratt, S., Dey, N., Joshi, A. (eds) Proceedings of Seventh International Congress on Information and Communication Technology. Lecture Notes in Networks and Systems, vol 465. Springer, Singapore. https://doi.org/10.1007/978-981-19-2397-5_55
- Sporny, M., Adrian, B.: RDFa API: An API for extracting structured data from Web documents.
W3C Working Group Note 05 July 2012
- Adrian, B.: Information Extraction on the Semantic Web – Utilizing the Resource Description Framework in Information Extraction .
PhD-Thesis, DFKI, 2012.
- Adrian, B.; Schwarz, S.: Using Suffix Arrays for Efficiently Recognition of Named Entities in Large Scale.
In: Andreas König; Andreas Dengel; Knut Hinkelmann; Koichi Kise; Robert J. Howlett; Lakhmi C. Jain (Hrsg.):
Knowlege-Based and Intelligent Information and Engineering Systems. International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES-2011), 15th, September 12 - August 14, Kaiserslautern, Germany, pp. 420-429, Lecture Notes in Computer Science, Vol. 6882, ISBN 978-3-642-23862-8, Springer, 2011.
- Adrian, B.; Hees, J.; Herman, I.; Sintek, M.; Dengel, A.: Epiphany: Adaptable RDFa Generation Linking the Web of Documents to the Web of Data.
In: Philipp Cimiano; Helena Sofia Pinto (Hrsg.):
Knowledge Engineering and Knowledge Management by the Masses. International Conference on Knowledge Engineering and Knowledge Management (EKAW-2010), 17th, October 11-15, Lisbon, Portugal, Pages 178-192, Lecture Notes in Computer Science (LNCS), Vol. 6317, ISBN 978-3-642-16437-8, Springer, 2010.