Sprachtechnologie und Multilingualität

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1. Fabrizio Nunnari; Judith Bauerdiek; Lucas Bernhard; Cristina España-Bonet; Corinna Jäger; Amelie Unger; Kristoffer Waldow; Sonja Wecker; Elisabeth André; Stephan Busemann; Christian Dold; Arnulph Fuhrmann; Patrick Gebhard; Yasser Hamidullah; Marcel Hauck; Yvonne Kossel; Martin Misiak; Dieter Wallach; Alexander Stricker

   AVASAG: A German Sign Language Translation System for Public Services

   In: 1st International Workshop on Automatic Translation for Signed and Spoken Languages (AT4SSL). International Workshop on Automatic Translation for …

2. Ho Minh Duy Nguyen; Duy M. Nguyen; Huong Vu; Binh T. Nguyen; Fabrizio Nunnari; Daniel Sonntag

   An Attention Mechanism using Multiple Knowledge Sources for COVID-19 Detection from CT Images

   In: The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21). AAAI Conference on Artificial Intelligence (AAAI), Workshop on Trustworthy …

3. Ellák Somfai; Benjámin Baffy; Kristian Fenech; Changlu Guo; Rita Hosszú; Dorina Korózs; Fabrizio Nunnari; Marcell Pólik; Daniel Sonntag; Attila Ulbert; András Lorincz

   Minimizing false negative rate in melanoma detection and providing insight into the causes of classification

   In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2102.09199, Pages 1-14, arXiv, 2021.

4. Fabrizio Nunnari; Daniel Sonntag

   A Software Toolbox for Deploying Deep Learning Decision Support Systems with XAI Capabilities

   In: Companion of the 2021 ACM SIGCHI Symposium on Engineering Interactive Computing Systems. ACM SIGCHI Symposium on Engineering Interactive Computing …

5. Fabrizio Nunnari; Md Abdul Kadir; Daniel Sonntag

   On the Overlap Between Grad-CAM Saliency Maps and Explainable Visual Features in Skin Cancer Images

   In: Andreas Holzinger; Peter Kieseberg; A. Min Tjoa; Edgar Weippl (Hrsg.). Machine Learning and Knowledge Extraction. International IFIP Cross Domain …

6. Fabrizio Nunnari; Hasan Md Tusfiqur Alam; Daniel Sonntag

   Anomaly Detection for Skin Lesion Images Using Replicator Neural Networks

   In: Andreas Holzinger; Peter Kieseberg; A. Min Tjoa; Edgar Weippl (Hrsg.). Machine Learning and Knowledge Extraction. International IFIP Cross Domain …

7. Fabrizio Nunnari; Abraham Ezema; Daniel Sonntag

   Crop It, but Not Too Much: The Effects of Masking on the Classification of Melanoma Images

   In: Stefan Edelkamp; Ralf Möller; Elmar Rueckert (Hrsg.). KI 2021: Advances in Artificial Intelligence. German Conference on Artificial Intelligence …

8. Fabrizio Nunnari; Abraham Ezema; Daniel Sonntag

   The effects of masking in melanoma image classification with CNNs towards international standards for image preprocessing

   In: 2020 EAI International Symposium on Medical Artificial Intelligence. EAI International Symposium on Medical Artificial Intelligence (MedAI-2020), …

9. Ho Minh Duy Nguyen; Abraham Ezema; Fabrizio Nunnari; Daniel Sonntag

   A Visually Explainable Learning System for Skin Lesion Detection Using Multiscale Input with Attention U-Net

   In: KI 2020: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2020), 43rd, September 21-25, Bamberg, Germany, …

10. Daniel Sonntag; Fabrizio Nunnari; Hans-Jürgen Profitlich

    The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions.

    Technical Report, BMBF, H2020, DFKI Research Reports (RR), Vol. 1, 5/2020.

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