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Year: 2021
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Displaying results 81 to 90 of 676.

  1. Roberto V. Zicari; Sheraz Ahmed; Julia Amann; Stephan Alexander Braun; John Brodersen; Frédérick Bruneault; James Brusseau; Erik Campano; Megan Coffee; Andreas Dengel; Boris Düdder; Alessio Gallucci; Thomas Krendl Gilbert; Philippe Gottfrois; Emmanuel Goffi; Christoffer Bjerre Haase; Thilo Hagendorff; Eleanore Hickman; Elisabeth Hildt; Sune Holm; Pedro Kringen; Ulrich Kühne; Adriano Lucieri; Vince I. Madai; Pedro A. Moreno-Sánchez; Oriana Medlicott; Matiss Ozols; Eberhard Schnebel; Andy Spezzatti; Jesmin Jahan Tithi; Steven Umbrello; Dennis Vetter; Holger Volland; Magnus Westerlund; Renee Wurth

    Co-Design of a Trustworthy AI System in Healthcare: Deep Learning Based Skin Lesion Classifier

    In: Remo Pareschi (Hrsg.). Frontiers in Human Dynamics, Vol. 3, Pages 1-40, Frontiers Media S.A. Lausanne, 7/2021.

  2. Adriano Lucieri; Andreas Dengel; Sheraz Ahmed

    Deep Learning Based Decision Support for Medicine -- A Case Study on Skin Cancer Diagnosis

    In: ArXiv e-prints (arxiv), Vol. 1, Pages 1-29, arXiv, 3/2021.

  3. Dominique Mercier; Adriano Lucieri; Mohsin Munir; Andreas Dengel; Sheraz Ahmed

    Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification

    In: IEEE Transactions on Industrial Informatics, Vol. 18, No. 11, Pages 7834-7842, IEEE, 11/2021.

  4. Sophia Eastman; Jana Koehler

    Easy, adaptable and high-quality Modelling with domain-specific Constraint Patterns

    In: Twentieth International Workshop on Constraint Modelling and Reformulation. Workshop on Constraint Modelling and Reformulation (ModRef-2021), …

  5. Vitor Fortes Rey; Kamalveer Kaur Garewal; Paul Lukowicz

    Translating Videos into Synthetic Training Data for Wearable Sensor-Based Activity Recognition Systems Using Residual Deep Convolutional Networks.

    In: Applied Sciences, Vol. 11, No. 7, Pages 1-31, MDPI, 2021.

  6. Sebastian Palacio; Adriano Lucieri; Mohsin Munir; Sheraz Ahmed; Jörn Hees; Andreas Dengel

    XAI Handbook: Towards a Unified Framework for Explainable AI

    In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops. International Conference on Computer Vision (ICCV-2021), …

  7. Sebastian Palacio; Philipp Engler; Jörn Hees; Andreas Dengel

    Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks

    In: 2020 25th International Conference on Pattern Recognition (ICPR). International Conference on Pattern Recognition (ICPR-2020), Online, Pages …

  8. Michael Barz; Omair Shahzad Bhatti; Bengt Lüers; Alexander Prange; Daniel Sonntag

    Multisensor-Pipeline: A Lightweight, Flexible, and Extensible Framework for Building Multimodal-Multisensor Interfaces

    In: Companion Publication of the 2021 International Conference on Multimodal Interaction. ACM International Conference on Multimodal Interaction …

  9. Ulrike May; Karolina Zaczynska; Julian Moreno Schneider; Georg Rehm

    Extraction and Normalization of Vague Time Expressions in German

    In: Proceedings of the 17th Conference on Natural Language Processing (KONVENS 2021). Konferenz zur Verarbeitung natürlicher Sprache (KONVENS-2021), …

  10. Dmitrii Aksenov; Peter Bourgonje; Karolina Zaczynska; Malte Ostendorff; Julian Moreno Schneider; Georg Rehm

    Fine-grained Classification of Political Bias in German News: A Data Set and Initial Experiments

    In: Proceedings of the 5th Workshop on Online Abuse and Harms (WOAH 2021). Workshop on Online Abuse and Harms (WOAH-2021), located at ACL-IJCNLP, …

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