Publications

Publications

Publications

  • [inproceedings] bibtex
    G. Schumann, J. Awick, and J. M. Gómez, "Natural Language Processing using Federated Learning: A Structured Literature Review" in Proc. 2023 IEEE International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings), 2023.
    doi: 10.1109/AIBThings58340.2023.10292481
    @INPROCEEDINGS{10292481,
      author={Schumann, Gerrit and Awick, Jan-Philipp and Gómez, Jorge Marx},
      booktitle={2023 IEEE International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings)},
      title={Natural Language Processing using Federated Learning: A Structured Literature Review},
      year={2023},
      doi={10.1109/AIBThings58340.2023.10292481},
      pages={1-7} }
  • [inproceedings] bibtex
    G. Schumann and J. M. Gómez, "Unsupervised Contradiction Detection using Sentence Transformations" in Proc. 2023 5th International Conference on Natural Language Processing (ICNLP), 2023.
    doi: 10.1109/ICNLP58431.2023.00065
    @INPROCEEDINGS{10236765,
      author={Schumann, Gerrit and Gómez, Jorge Marx},
      booktitle={2023 5th International Conference on Natural Language Processing (ICNLP)},
      title={Unsupervised Contradiction Detection using Sentence Transformations},
      year={2023},
      volume={},
      number={},
      pages={319-324},
      doi={10.1109/ICNLP58431.2023.00065} }
  • [inproceedings] bibtex
    J. Awick, G. Schumann, and J. M. Gómez, "Exploring Federated Learning for Data Integration: A Structured Literature Review" in Proc. 2023 International Conference on Big Data, Knowledge and Control Systems Engineering (BdKCSE), 2023.
    doi: 10.1109/BdKCSE59280.2023.10339771
    @INPROCEEDINGS{10339771,
      author={Awick, Jan-Philipp and Schumann, Gerrit and Gómez, Jorge Marx},
      booktitle={2023 International Conference on Big Data, Knowledge and Control Systems Engineering (BdKCSE)},
      title={Exploring Federated Learning for Data Integration: A Structured Literature Review},
      year={2023},
      volume={},
      number={},
      pages={1-8},
      doi={10.1109/BdKCSE59280.2023.10339771} }
  • [inproceedings] bibtex
    G. Schumann, K. Meyer, and J. M. Gomez, "Query-Based Retrieval of German Regulatory Documents for Internal Auditing Purposes" in Proc. 2022 5th International Conference on Data Science and Information Technology (DSIT), 2022.
    doi: 10.1109/DSIT55514.2022.9943943
    @INPROCEEDINGS{9943943,
      author={Schumann, Gerrit and Meyer, Katharina and Gomez, Jorge Marx},
      booktitle={2022 5th International Conference on Data Science and Information Technology (DSIT)},
      title={Query-Based Retrieval of German Regulatory Documents for Internal Auditing Purposes},
      year={2022},
      volume={},
      number={},
      pages={01-10},
      doi={10.1109/DSIT55514.2022.9943943} }
  • [article] bibtex
    G. Schumann and J. Marx Gómez, "Natural Language Processing in Internal Auditing--a Structured Literature Review" , 2021.
    @article{schumann2021natural, title={Natural Language Processing in Internal Auditing--a Structured Literature Review},
      author={Schumann, Gerrit and Marx G{\'o}mez, Jorge},
      year={2021} }
  • [inproceedings] bibtex
    G. Schumann, F. Kruse, and J. Nonnenmacher, "A Practice-Oriented, Control-Flow-Based Anomaly Detection Approach for Internal Process Audits" in Proc. International Conference on Service-Oriented Computing, 2020.
    @inproceedings{schumann2020practice, title={A Practice-Oriented, Control-Flow-Based Anomaly Detection Approach for Internal Process Audits},
      author={Schumann, Gerrit and Kruse, Felix and Nonnenmacher, Jakob},
      booktitle={International Conference on Service-Oriented Computing},
      pages={533--543},
      year={2020},
      organization={Springer} }
  • [incollection] bibtex
    M. Beykirch, C. Hilmer, G. Schumann, L. Kölpin, C. Wübbe, M. Mönning, G. Yalcin, K. Lang, T. H. Dam, J. Kathmann, and others, Architektur eines dezentralen, prognosebasierten Energiehandelsmodells, 2019.
    @incollection{beykirch2019architektur, title={Architektur eines dezentralen, prognosebasierten Energiehandelsmodells},
      author={Beykirch, Marlon and Hilmer, Christin and Schumann, Gerrit and K{\"o}lpin, Lars and W{\"u}bbe, Carolin and M{\"o}nning, Moritz and Yalcin, Guersoy and Lang, Kevin and Dam, Thi Hai and Kathmann, Jonas and others},
      booktitle={Smart Cities/Smart Regions--Technische, wirtschaftliche und gesellschaftliche Innovationen},
      pages={339--350},
      year={2019},
     
  • [inproceedings] bibtex
    J. Nonnenmacher, F. Kruse, G. Schumann, and J. Marx Gómez, "Using Autoencoders for Data-Driven Analysis in Internal Auditing" in Proc. Proceedings of the 54th Hawaii International Conference on System Sciences, , p. 5748.
    @inproceedings{nonnenmacherusing, title={Using Autoencoders for Data-Driven Analysis in Internal Auditing},
      author={Nonnenmacher, Jakob and Kruse, Felix and Schumann, Gerrit and Marx G{\'o}mez, Jorge},
      booktitle={Proceedings of the 54th Hawaii International Conference on System Sciences},
      pages={5748} year={2021} }
(Changed: 19 Jan 2024)  | 
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