19 Publikationen
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2022 | Bielefelder E-Dissertation | PUB-ID: 2967691Robustness in Machine Learning: Adversarial Perturbations, Explanations & IntuitionPUB | PDF | DOI
Göpfert, Jan Philip, Robustness in Machine Learning: Adversarial Perturbations, Explanations & Intuition. (). Bielefeld, 2022 -
2022 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2967296Explainable Artificial Intelligence for Improved Modeling of ProcessesPUB | DOI
Velioglu, Riza, Explainable Artificial Intelligence for Improved Modeling of Processes. Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings 13756 (). Cham, 2022 -
2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2961873Interpretable locally adaptive nearest neighborsPUB | DOI | WoS
Göpfert, Jan Philip, Interpretable locally adaptive nearest neighbors. Neurocomputing 470 (). , 2022 -
2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2957385How to Compare Adversarial Robustness of Classifiers from a Global PerspectivePUB | DOI
Risse, Niklas, How to Compare Adversarial Robustness of Classifiers from a Global Perspective. Artificial Neural Networks and Machine Learning – ICANN 2021. 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14–17, 2021, Proceedings, Part I 12891 (). Cham, 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2959418Intuitiveness in Active TeachingPUB | DOI | WoS
Göpfert, Jan Philip, Intuitiveness in Active Teaching. IEEE Transactions on Human-Machine Systems (). , 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2961876Why robots should be technical correcting mental models through technical architecture conceptsPUB | DOI | WoS
Hindemith, Lukas, Why robots should be technical correcting mental models through technical architecture concepts. Interaction Studies 22 (2). , 2021 -
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, Dominik, Towards an automatic analysis of CHO-K1 suspension growth in microfluidic single-cell cultivation. Bioinformatics (). , 2021 -
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2949926Deep Learning for Understanding Satellite Imagery: An Experimental SurveyPUB | PDF | DOI | WoS | PubMed | Europe PMC
Mohanty, Sharada Prasanna, Deep Learning for Understanding Satellite Imagery: An Experimental Survey. Frontiers in Artificial Intelligence 3 (). , 2020 -
2020 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2950094Prototype-Based Online Learning on Homogeneously Labeled Streaming DataPUB | DOI
Limberg, Christian, Prototype-Based Online Learning on Homogeneously Labeled Streaming Data. Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II 12397 (). Cham, 2020 -
2019 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982085Recovering Localized Adversarial AttacksPUB | DOI
Göpfert, Jan Philip, Recovering Localized Adversarial Attacks. 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 (). Cham, 2019 -
2019 | Preprint | Veröffentlicht | PUB-ID: 2934181Adversarial attacks hidden in plain sightPUB | DOI | arXiv
Göpfert, Jan Philip, Adversarial attacks hidden in plain sight. (). , 2019 -
2018 | Datenpublikation | PUB-ID: 2930611Classification 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, Felix, 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). (). , 2018 -
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, Felix, 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 76 (). , 2018 -
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2921316Mitigating Concept Drift via RejectionPUB | PDF | DOI
Göpfert, Jan Philip, Mitigating Concept Drift via Rejection. Artificial Neural Networks and Machine Learning – ICANN 2018. Proceedings, Part I 11139 (). Cham, 2018 -
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2915273Interpretation of Linear Classifiers by Means of Feature Relevance BoundsPUB | PDF | DOI | WoS
Göpfert, Christina, Interpretation of Linear Classifiers by Means of Feature Relevance Bounds. Neurocomputing 298 (). , 2018 -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2913752Effects of Variability in Synthetic Training Data on Convolutional Neural Networks for 3D Head ReconstructionPUB | PDF | DOI
Göpfert, Jan Philip, Effects of Variability in Synthetic Training Data on Convolutional Neural Networks for 3D Head Reconstruction. 2017 SSCI Proceedings. 2017 IEEE Symposium Series on Computational Intelligence (SSCI) (). Piscataway, NJ, 2017 -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2915274Analyzing Feature Relevance for Linear Reject Option SVM using Relevance IntervalsPUB | PDF
Göpfert, Christina, Analyzing Feature Relevance for Linear Reject Option SVM using Relevance Intervals. Proceedings of the 2017 NIPS workshop on Transparent and Interpretable Machine Learning in Safety Critical Environments (). , 2017 -
2015 | Report | PUB-ID: 2712107SCIE: Information Extraction for Spinal Cord Injury Preclinical Experiments – A Webservice and Open Source ToolkitPUB | PDF | DOI | Download (ext.)
Stöckel, Andreas, SCIE: Information Extraction for Spinal Cord Injury Preclinical Experiments – A Webservice and Open Source Toolkit. (). bioRxive.org, 2015 -
2014 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2683760Ontology-based Extraction of Structured Information from Publications on Preclinical Experiments for Spinal Cord Injury TreatmentsPUB | PDF | Download (ext.)
Paaßen, Benjamin, Ontology-based Extraction of Structured Information from Publications on Preclinical Experiments for Spinal Cord Injury Treatments. Third Workshop on Semantic Web and Information Extraction (SWAIE). The 25th International Conference on Computational Linguistics (COLING) (). Dublin, Ireland, 2014