Adriano Lucieri

Orcid: 0000-0003-1473-4745

According to our database1, Adriano Lucieri authored at least 16 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery.
CoRR, 2024

2023
Translating theory into practice: assessing the privacy implications of concept-based explanations for biomedical AI.
Frontiers Bioinform., May, 2023

2022
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification.
IEEE Trans. Ind. Informatics, 2022

PPML-TSA: A modular privacy-preserving time series classification framework.
Softw. Impacts, 2022

Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning.
Health Inf. Sci. Syst., 2022

Privacy Meets Explainability: A Comprehensive Impact Benchmark.
CoRR, 2022

ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions.
Comput. Methods Programs Biomed., 2022

Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification.
Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022

Erklärbare KI in der medizinischen Diagnose - Erfolge und Herausforderungen.
Proceedings of the Künstliche Intelligenz im Gesundheitswesen: Entwicklungen, 2022

2021
Deep Learning Based Decision Support for Medicine - A Case Study on Skin Cancer Diagnosis.
CoRR, 2021

XAI Handbook: Towards a Unified Framework for Explainable AI.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020
Benchmarking Deep Learning Models for Classification of Book Covers.
SN Comput. Sci., 2020

Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems.
CoRR, 2020

On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Explaining AI-Based Decision Support Systems Using Concept Localization Maps.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

2019
Benchmarking Object Detection Networks for Image Based Reference Detection in Document Images.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019


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