PUB - Publikationen an der Universität Bielefeld

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• [19]
  

  2022 | Bielefelder E-Dissertation | PUB-ID: 2967691

  J. P. Göpfert, Robustness in Machine Learning: Adversarial Perturbations, Explanations & Intuition, Universität Bielefeld, Bielefeld, 2022.

  PUB | PDF | DOI
   
• [18]
  

  2022 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2967296

  R. Velioglu, J. P. Göpfert, A. Artelt, and B. Hammer, in Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings (Eds.: H. Yin, D. Camacho, P. Tino), Springer International Publishing, Cham, 2022, p. 313-325.

  PUB | DOI
   
• [17]
  

  2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2961873

  J. P. Göpfert, H. Wersing, and B. Hammer, “Interpretable locally adaptive nearest neighbors”, Neurocomputing, 2022, 470, 344-351.

  PUB | DOI | WoS
   
• [16]
  

  2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2957385

  N. Risse, C. Göpfert, and J. P. Göpfert, in Artificial Neural Networks and Machine Learning – ICANN 2021. 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14–17, 2021, Proceedings, Part I (Eds.: I. Farkaš, P. Masulli, S. Otte, S. Wermter), Springer International Publishing, Cham, 2021, p. 29-41.

  PUB | DOI
   
• [15]
  

  2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2959418

  J. P. Göpfert, U. Kuhl, L. Hindemith, H. Wersing, and B. Hammer, “Intuitiveness in Active Teaching”, IEEE Transactions on Human-Machine Systems, 2021, 1-10.

  PUB | DOI | WoS
   
• [14]
  

  2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2961876

  L. Hindemith, J. P. Göpfert, C. B. Wiebel-Herboth, B. Wrede, and A. - L. Vollmer, “Why robots should be technical correcting mental models through technical architecture concepts”, Interaction Studies , 2021, 22, 244-279.

  PUB | DOI | WoS
   
• [13]
  

  2021 | Zeitschriftenaufsatz | Angenommen | PUB-ID: 2955245

  D. Stallmann, J. P. Göpfert, J. Schmitz, A. Grünberger, and B. Hammer, “Towards an automatic analysis of CHO-K1 suspension growth in microfluidic single-cell cultivation”, Bioinformatics , Accepted.

  PUB | DOI | WoS | PubMed | Europe PMC
   
• [12]
  

  2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2949926

  S. P. Mohanty, J. Czakon, K. A. Kaczmarek, A. Pyskir, P. Tarasiewicz, S. Kunwar, J. Rohrbach, D. Luo, M. Prasad, S. Fleer, et al., “Deep Learning for Understanding Satellite Imagery: An Experimental Survey”, Frontiers in Artificial Intelligence, 2020, 3, : 534696.

  PUB | PDF | DOI | WoS | PubMed | Europe PMC
   
• [11]
  

  2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2950094

  C. Limberg, J. P. Göpfert, H. Wersing, and H. Ritter, in Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II (Eds.: I. Farkaš, P. Masulli, S. Wermter), Springer International Publishing, Cham, 2020, p. 204-213.

  PUB | DOI
   
• [10]
  

  2019 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982085

  J. P. Göpfert, H. Wersing, and B. Hammer, in Artificial Neural Networks and Machine Learning – ICANN 2019: Theoretical Neural Computation. 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17–19, 2019, Proceedings, Part I (Eds.: I.V. Tetko, V. Kůrková, P. Karpov, F. Theis), Springer International Publishing, Cham, 2019, p. 302-311.

  PUB | DOI
   
• [9]
  

  2019 | Preprint | Veröffentlicht | PUB-ID: 2934181

  J. P. Göpfert, H. Wersing, and B. Hammer, “Adversarial attacks hidden in plain sight”, 2019.

  PUB | DOI | arXiv
   
• [8]
  

  2018 | Datenpublikation | PUB-ID: 2930611

  F. Hülsmann, J. P. Göpfert, B. Hammer, S. Kopp, and M. Botsch, Classification of motor errors to provide real-time feedback for sports coaching in virtual reality - A case study in squats and Tai Chi pushes (Data), Bielefeld University, 2018.

  PUB | Dateien verfügbar | DOI
   
• [7]
  

  2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2930862

  F. Hülsmann, J. P. Göpfert, B. Hammer, S. Kopp, and M. Botsch, “Classification of motor errors to provide real-time feedback for sports coaching in virtual reality — A case study in squats and Tai Chi pushes”, Computers & Graphics, 2018, 76, 47-59.

  PUB | DOI | Download (ext.) | WoS
   
• [6]
  

  2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2921316

  J. P. Göpfert, B. Hammer, and H. Wersing, in Artificial Neural Networks and Machine Learning – ICANN 2018. Proceedings, Part I (Eds.: V. Kurkova, Y. Manolopoulos, B. Hammer, L. Iliadis, I. Maglogiannis), Springer, Cham, 2018.

  PUB | PDF | DOI
   
• [5]
  

  2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2915273

  C. Göpfert, L. Pfannschmidt, J. P. Göpfert, and B. Hammer, “Interpretation of Linear Classifiers by Means of Feature Relevance Bounds”, Neurocomputing, 2018, 298, 69-79.

  PUB | PDF | DOI | WoS
   
• [4]
  

  2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913752

  J. P. Göpfert, C. Göpfert, M. Botsch, and B. Hammer, in 2017 SSCI Proceedings. 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Ieee, Piscataway, NJ, 2017.

  PUB | PDF | DOI
   
• [3]
  

  2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2915274

  C. Göpfert, J. P. Göpfert, and B. Hammer, in Proceedings of the 2017 NIPS workshop on Transparent and Interpretable Machine Learning in Safety Critical Environments, 2017.

  PUB | PDF
   
• [2]
  

  2015 | Report | PUB-ID: 2712107

  A. Stöckel, B. Paaßen, R. Dickfelder, J. P. Göpfert, N. Brazda, H. W. Müller, P. Cimiano, M. Hartung, and R. Klinger, SCIE: Information Extraction for Spinal Cord Injury Preclinical Experiments – A Webservice and Open Source Toolkit, bioRxive.org, 2015.

  PUB | PDF | DOI | Download (ext.)
   
• [1]
  

  2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2683760

  B. Paaßen, A. Stöckel, R. Dickfelder, J. P. Göpfert, N. Brazda, T. Kirchhoffer, H. W. Müller, R. Klinger, M. Hartung, and P. Cimiano, in Third Workshop on Semantic Web and Information Extraction (SWAIE). The 25th International Conference on Computational Linguistics (COLING) (Eds.: D. Maynard, M. Erp van, B. Davis), Dublin, Ireland, 2014, p. 25-32.

  PUB | PDF | Download (ext.)