Adriano Lucieri

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Decision Support

Top Venues

Publications

Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery. CoRR (2024)
Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
Translating theory into practice: assessing the privacy implications of concept-based explanations for biomedical AI. Frontiers Bioinform. 3 (2023)
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. CoRR (2022)
Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification. MIUA (2022)
Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
Privacy Meets Explainability: A Comprehensive Impact Benchmark. CoRR (2022)
Shishir Muralidhara, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning. Health Inf. Sci. Syst. 10 (1) (2022)
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. Comput. Methods Programs Biomed. 215 (2022)
Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
PPML-TSA: A modular privacy-preserving time series classification framework. Softw. Impacts 12 (2022)
Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification. CoRR (2022)
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. IEEE Trans. Ind. Informatics 18 (11) (2022)
Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
Deep Learning Based Decision Support for Medicine - A Case Study on Skin Cancer Diagnosis. CoRR (2021)
Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Sheraz Ahmed, Jörn Hees, Andreas Dengel
XAI Handbook: Towards a Unified Framework for Explainable AI. ICCVW (2021)
Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Jörn Hees, Sheraz Ahmed, Andreas Dengel
XAI Handbook: Towards a Unified Framework for Explainable AI. CoRR (2021)
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. CoRR (2021)
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. CoRR (2020)
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. IJCNN (2020)
Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed
Explaining AI-based Decision Support Systems using Concept Localization Maps. CoRR (2020)
Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed
Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems. CoRR (2020)
Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed
Explaining AI-Based Decision Support Systems Using Concept Localization Maps. ICONIP (4) (2020)
Adriano Lucieri, Huzaifa Sabir, Shoaib Ahmed Siddiqui, Syed Tahseen Raza Rizvi, Brian Kenji Iwana, Seiichi Uchida, Andreas Dengel, Sheraz Ahmed
Benchmarking Deep Learning Models for Classification of Book Covers. SN Comput. Sci. 1 (3) (2020)
Syed Tahseen Raza Rizvi, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
Benchmarking Object Detection Networks for Image Based Reference Detection in Document Images. DICTA (2019)