Publications MLT

In: Proceedings of the 3rd Conference on Language, Data and Knowledge. Conference on Language, Data and Knowledge (LDK-2021) September 1-4 Zaragoza/Hybrid Spain OpenAccess Series in Informatics (OASIcs) 93 Dagstuhl publishing 9/2021.

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In: The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21). AAAI Conference on Artificial Intelligence (AAAI-2021) Workshop: Trustworthy AI for Healthcare February 2-9 Vancouver BC Canada AAAI 2021.

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

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In: Companion of the 2021 ACM SIGCHI Symposium on Engineering Interactive Computing Systems. ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS-2021) June 8-11 Eindhoven/Virtual Netherlands EICS '21 ISBN 9781450384490 Association for Computing Machinery 2021.

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In: Andreas Holzinger, Peter Kieseberg, A. Min Tjoa, Edgar Weippl (editor). Machine Learning and Knowledge Extraction. International IFIP Cross Domain (CD) Conference for Machine Learning & Knowledge Extraction (MAKE) (CD-MAKE-2021) August 17-20 Virtual Pages 241-253 LNCS 12844 ISBN 978-3-030-84060-0 Springer International Publishing 2021.

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In: Andreas Holzinger, Peter Kieseberg, A. Min Tjoa, Edgar Weippl (editor). Machine Learning and Knowledge Extraction. International IFIP Cross Domain (CD) Conference for Machine Learning & Knowledge Extraction (MAKE) (CD-MAKE-2021) August 17-20 Virtual Pages 225-240 LNCS 12844 ISBN 978-3-030-84060-0 Springer International Publishing 2021.

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In: Stefan Edelkamp, Ralf Möller, Elmar Rueckert (editor). KI 2021: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2021) September 27-October 1 Germany Pages 179-193 ISBN 978-3-030-87626-5 Springer International Publishing 2021.

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In: 2020 EAI International Symposium on Medical Artificial Intelligence. EAI International Symposium on Medical Artificial Intelligence (MedAI-2020) December 18 Online-Conference EAI 12/2020.

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In: KI 2020: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2020) 43rd September 21-25 Bamberg Germany Pages 313-319 Lecture Notes in Computer Science (LNCS) 12325 Springer 9/2020.

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

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Multilinguality and Language Technology

PUBLICATIONS

A data augmentation approach for sign-language-to-text translation in-the-wild

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

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

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

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

Anomaly Detection for Skin Lesion Images Using Replicator Neural Networks

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

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

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

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

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