Folgen
Adriano Lucieri
Adriano Lucieri
PhD Researcher, DFKI GmbH
Bestätigte E-Mail-Adresse bei dfki.de
Titel
Zitiert von
Zitiert von
Jahr
On interpretability of deep learning based skin lesion classifiers using concept activation vectors
A Lucieri, MN Bajwa, SA Braun, MI Malik, A Dengel, S Ahmed
2020 International Joint Conference on Neural Networks (IJCNN), 1-10, 2020
182020
Explaining AI-based Decision Support Systems using Concept Localization Maps
A Lucieri, MN Bajwa, A Dengel, S Ahmed
International Conference on Neural Information Processing, 185-193, 2020
72020
Co-Design of a Trustworthy AI System in Healthcare: Deep Learning Based Skin Lesion Classifier
RV Zicari, S Ahmed, J Amann, SA Braun, J Brodersen, F Bruneault, ...
Frontiers in Human Dynamics, 40, 2021
62021
XAI Handbook: Towards a Unified Framework for Explainable AI
S Palacio, A Lucieri, M Munir, S Ahmed, J Hees, A Dengel
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
62021
Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems
A Lucieri, MN Bajwa, A Dengel, S Ahmed
arXiv preprint arXiv:2011.13169, 2020
32020
ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions
A Lucieri, MN Bajwa, SA Braun, MI Malik, A Dengel, S Ahmed
Computer Methods and Programs in Biomedicine, 106620, 2022
22022
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification
D Mercier, A Lucieri, M Munir, A Dengel, A Sheraz
IEEE Transactions on Industrial Informatics, 2021
22021
Deep Learning Based Decision Support for Medicine--A Case Study on Skin Cancer Diagnosis
A Lucieri, A Dengel, S Ahmed
arXiv preprint arXiv:2103.05112, 2021
22021
Benchmarking Deep Learning Models for Classification of Book Covers
A Lucieri, H Sabir, SA Siddiqui, STR Rizvi, BK Iwana, S Uchida, A Dengel, ...
SN Computer Science 1 (3), 1-16, 2020
22020
Benchmarking Object Detection Networks for Image Based Reference Detection in Document Images
STR Rizvi, A Lucieri, A Dengel, S Ahmed
2019 Digital Image Computing: Techniques and Applications (DICTA), 1-8, 2019
12019
PPML-TSA: A modular privacy-preserving time series classification framework
D Mercier, A Lucieri, M Munir, A Dengel, S Ahmed
Software Impacts 12, 100286, 2022
2022
Erklärbare KI in der medizinischen Diagnose–Erfolge und Herausforderungen
A Lucieri, MN Bajwa, A Dengel, S Ahmed
Künstliche Intelligenz im Gesundheitswesen, 727-754, 2022
2022
Das System kann den Vorgang jetzt nicht ausführen. Versuchen Sie es später erneut.
Artikel 1–12