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Publications

Displaying results 351 to 360 of 668.

  1. Adriano Lucieri; Muhammad Naseer Bajwa; Andreas Dengel; Sheraz Ahmed

    Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems

    In: ArXiv e-prints (arxiv), Vol. 1, Pages 1-17, 11/2020.

  2. 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.

  3. 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.

  4. 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.

  5. Mohsin Munir; Shoaib Ahmed Siddiqui; Ferdinand Küsters; Dominique Mercier; Andreas Dengel; Sheraz Ahmed

    TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features

    In: ICANN. International Conference on Artificial Neural Networks (ICANN-2019), September 17-19, Munich, Germany, Pages 426-439, Vol. 11731, ISBN 978-3-030-30493-5, Springer, Cham, 9/2019.

  6. Gencer Sümbül; Marcela Charfuelan Oliva; Begüm Demir; Volker Markl

    BIGEARTHNET: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding

    In: IEEE International Conference on Geoscience and Remote Sensing Symposium. IEEE International Geoscience and Remote Sensing Symposium (IGARSS-2019), July 28 - August 2, Yokohama, Japan, IEEE Xplore Digital Library, 2019.

  7. Veloisa J. Mascarenhas; Oliver Zielinski

    Hydrography-Driven Optical Domains in the Vaigat-Disko Bay and Godthabsfjord: Effects of Glacial Meltwater Discharge

    In: Frontiers in Marine Science (FMarS), Vol. 6, No. 335, Pages 1-19, Frontiers Media SA, Lausanne Switzerland, 6/2019.

  8. Jameel Malik; Ahmed Elhayek; Didier Stricker

    WHSP-Net: A Weakly-Supervised Approach for 3D Hand Shape and Pose Recovery from a Single Depth Image

    In: Sensors - Open Access Journal (Sensors), Vol. 19, Pages 2-15, MDPI, 8/2019.

  9. Dagmar Gromann; Luis Espinosa Anke; Thierry Declerck

    Special Issue on Semantic Deep Learning

    Semantic Web Journal, special issues on Semantic Deep Learning, Pages 1-8, Vol. 10, ISBN 2210-4968, IOS Press, Amsterdam, The Netherlands, 8/2019.

  10. Key-Sun Choi; Luis Espinosa Anke; Thierry Declerck; Dagmar Gromann; Jin-Dong Kim; Axel-Cyrille Ngonga Ngomo; Muhammad Saleem; Ricardo Usbeck (Hrsg.)

    Joint Proceedings of ISWC 2018 Workshops SemDeep-4 and NLIWOD-4

    Workshop on Semantic Deep Learning (SemDeep-2018), located at 17th International Semantic Web Conference, October 8, Monterey, USA, Vol. 2241, ISBN 1613-0073, CEURS, 10/2018.

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