Smart Data & Knowledge Services

Page 1 of 2.

1. Adriano Lucieri; Andreas Dengel; Sheraz Ahmed

   Translating theory into practice: assessing the privacy implications of concept-based explanations for biomedical AI

   In: Juan Guillermo Diaz Ochoa (Hrsg.). Frontiers in Bioinformatics, Vol. 3, Pages 1-19, Frontiers Media SA, 7/2023.

2. Saifullah Saifullah; Dominique Mercier; Adriano Lucieri; Andreas Dengel; Sheraz Ahmed

   Privacy Meets Explainability: A Comprehensive Impact Benchmark

   In: ArXiv e-prints (arxiv), Vol. 2211.04110, Pages 1-16, arxiv, 11/2022.

3. Adriano Lucieri; Fabian Schmeisser; Christoph Peter Balada; Muhammad Shoaib Ahmed Siddiqui; Andreas Dengel; Sheraz Ahmed

   Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification

   In: Guang Yang; Angelica Aviles-Rivero; Michael Roberts; Carola-Bibiane Schönlieb (Hrsg.). Annual Conference on Medical Image Understanding and …

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

   PPML-TSA: A modular privacy-preserving time series classification framework

   In: Software Impacts (SIMPA), Vol. 1, Pages 1-10, Elsevier, 4/2022.

5. Adriano Lucieri; Muhammad Naseer Bajwa; Stephan Alexander Braun; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed

   ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions

   In: Filippo Molinari; Moi Hoon Yap (Hrsg.). Computer Methods and Programs in Biomedicine (CMPB), Vol. 1, Pages 1-12, Elsevier, Amsterdam, 2022.

6. 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.

7. 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), …

8. 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.

9. 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.

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

    Explaining AI-based Decision Support Systems using Concept Localization Maps

    In: Proceedings of the 27th International Conference on Neural Information Processing (ICONIP2020). International Conference on Neural Information …

• 1
• 2