Profile Benjamin Adrian

Mathematical Competences

  • Machine Learning
  • Deep Learning
  • Graph-based Algorithms
  • Semantic Network Analysis


Fields of Activity

  • Natural Language Processing
  • Data Analysis
  • Reinforcement Learning



Major Publications

  • 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.


A collection of publications by Benajmn Adrian in the Fraunhofer-Publica

Publication Type
2023 Sparse Inversion of Stacked Autoencoder Classification Machines
Sarishvili, Alex; Jirstrand, Mats; Adrian, Benjamin; Wirsen, Andreas
Conference Paper
2022 Digitalisierte Werkzeugmaschinen. Wie überwache und prognostiziere ich den Abnutzungsvorrat?
Riedmiller, S.; Adrian, Benjamin
Journal Article
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica