19 Publikationen
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2022 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2967296Explainable Artificial Intelligence for Improved Modeling of ProcessesPUB | DOI
Velioglu R, Göpfert JP, Artelt A, Hammer B (2022)
In: Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings. Yin H, Camacho D, Tino P (Eds); Lecture Notes in Computer Science, 13756. Cham: Springer International Publishing: 313-325. -
2022 | Bielefelder E-Dissertation | PUB-ID: 2967691
Robustness in Machine Learning: Adversarial Perturbations, Explanations & IntuitionPUB | PDF | DOI
Göpfert JP (2022)
Bielefeld: Universität Bielefeld. -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2961873Interpretable locally adaptive nearest neighborsPUB | DOI | WoS
Göpfert JP, Wersing H, Hammer B (2022)
Neurocomputing 470: 344-351. -
2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2957385How to Compare Adversarial Robustness of Classifiers from a Global PerspectivePUB | DOI
Risse N, Göpfert C, Göpfert JP (2021)
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. Farkaš I, Masulli P, Otte S, Wermter S (Eds); Lecture Notes in Computer Science, 12891. Cham: Springer International Publishing: 29-41. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2959418Intuitiveness in Active TeachingPUB | DOI | WoS
Göpfert JP, Kuhl U, Hindemith L, Wersing H, Hammer B (2021)
IEEE Transactions on Human-Machine Systems: 1-10. -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2961876Why robots should be technical correcting mental models through technical architecture conceptsPUB | DOI | WoS
Hindemith L, Göpfert JP, Wiebel-Herboth CB, Wrede B, Vollmer A-L (2021)
Interaction Studies 22(2): 244-279. -
2021 | Zeitschriftenaufsatz | Angenommen | PUB-ID: 2955245Towards an automatic analysis of CHO-K1 suspension growth in microfluidic single-cell cultivationPUB | DOI | WoS | PubMed | Europe PMC
Stallmann D, Göpfert JP, Schmitz J, Grünberger A, Hammer B (Accepted)
Bioinformatics . -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2949926
Deep Learning for Understanding Satellite Imagery: An Experimental SurveyPUB | PDF | DOI | WoS | PubMed | Europe PMC
Mohanty SP, Czakon J, Kaczmarek KA, Pyskir A, Tarasiewicz P, Kunwar S, Rohrbach J, Luo D, Prasad M, Fleer S, Göpfert JP, et al. (2020)
Frontiers in Artificial Intelligence 3: 534696. -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2950094Prototype-Based Online Learning on Homogeneously Labeled Streaming DataPUB | DOI
Limberg C, Göpfert JP, Wersing H, Ritter H (2020)
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. Farkaš I, Masulli P, Wermter S (Eds); Lecture Notes in Computer Science, 12397. Cham: Springer International Publishing: 204-213. -
2019 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982085Recovering Localized Adversarial AttacksPUB | DOI
Göpfert JP, Wersing H, Hammer B (2019)
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. Tetko IV, Kůrková V, Karpov P, Theis F (Eds); Lecture Notes in Computer Science. Cham: Springer International Publishing: 302-311. -
2019 | Preprint | Veröffentlicht | PUB-ID: 2934181Adversarial attacks hidden in plain sightPUB | DOI | arXiv
Göpfert JP, Wersing H, Hammer B (2019) . -
2018 | Datenpublikation | PUB-ID: 2930611
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)PUB | Dateien verfügbar | DOI
Hülsmann F, Göpfert JP, Hammer B, Kopp S, Botsch M (2018)
Bielefeld University. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2930862Classification of motor errors to provide real-time feedback for sports coaching in virtual reality — A case study in squats and Tai Chi pushesPUB | DOI | Download (ext.) | WoS
Hülsmann F, Göpfert JP, Hammer B, Kopp S, Botsch M (2018)
Computers & Graphics 76: 47-59. -
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2921316
Mitigating Concept Drift via RejectionPUB | PDF | DOI
Göpfert JP, Hammer B, Wersing H (2018)
In: Artificial Neural Networks and Machine Learning – ICANN 2018. Proceedings, Part I. Kurkova V, Manolopoulos Y, Hammer B, Iliadis L, Maglogiannis I (Eds); Lecture Notes in Computer Science, 11139. Cham: Springer. -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2915273
Interpretation of Linear Classifiers by Means of Feature Relevance BoundsPUB | PDF | DOI | WoS
Göpfert C, Pfannschmidt L, Göpfert JP, Hammer B (2018)
Neurocomputing 298: 69-79. -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913752
Effects of Variability in Synthetic Training Data on Convolutional Neural Networks for 3D Head ReconstructionPUB | PDF | DOI
Göpfert JP, Göpfert C, Botsch M, Hammer B (2017)
In: 2017 SSCI Proceedings. 2017 IEEE Symposium Series on Computational Intelligence (SSCI). Piscataway, NJ: IEEE. -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2915274
Analyzing Feature Relevance for Linear Reject Option SVM using Relevance IntervalsPUB | PDF
Göpfert C, Göpfert JP, Hammer B (2017)
In: Proceedings of the 2017 NIPS workshop on Transparent and Interpretable Machine Learning in Safety Critical Environments. -
2015 | Report | PUB-ID: 2712107
SCIE: Information Extraction for Spinal Cord Injury Preclinical Experiments – A Webservice and Open Source ToolkitPUB | PDF | DOI | Download (ext.)
Stöckel A, Paaßen B, Dickfelder R, Göpfert JP, Brazda N, Müller HW, Cimiano P, Hartung M, Klinger R (2015)
bioRxive.org. -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2683760
Ontology-based Extraction of Structured Information from Publications on Preclinical Experiments for Spinal Cord Injury TreatmentsPUB | PDF | Download (ext.)
Paaßen B, Stöckel A, Dickfelder R, Göpfert JP, Brazda N, Kirchhoffer T, Müller HW, Klinger R, Hartung M, Cimiano P (2014)
In: Third Workshop on Semantic Web and Information Extraction (SWAIE). The 25th International Conference on Computational Linguistics (COLING). Maynard D, Erp van M, Davis B (Eds); Dublin, Ireland: 25-32.