Stefano Marrone
Orcid: 0000-0001-6852-0377Affiliations:
- University of Naples Federico II, Italy
According to our database1,
Stefano Marrone
authored at least 65 papers
between 2013 and 2024.
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Bibliography
2024
IEEE Trans. Inf. Forensics Secur., 2024
Integrating AI and DTs: challenges and opportunities in railway maintenance application and beyond.
Simul., 2024
Artificial intelligence tools in the ongoing fight against bullying and cyberbullying: a multidisciplinary approach.
Proceedings of the Ital-IA Intelligenza Artificiale, 2024
AI in Cybersecurity: Activities of the CINI-AIIS Lab at University of Naples Federico II.
Proceedings of the Ital-IA Intelligenza Artificiale, 2024
Proceedings of the Ital-IA Intelligenza Artificiale, 2024
AI for Sustainability: Activities of the CINI-AIIS Lab at University of Naples Federico II.
Proceedings of the Ital-IA Intelligenza Artificiale, 2024
Responsibile and Reliable AI: Activities of the CINI-AIIS Lab at University of Naples Federico II.
Proceedings of the Ital-IA Intelligenza Artificiale, 2024
Advancements and Challenges in Generative AI: Architectures, Applications, and Ethical Implications.
Proceedings of the Ital-IA Intelligenza Artificiale, 2024
2023
Forest Aboveground Biomass Estimation Using Machine Learning Ensembles: Active Learning Strategies for Model Transfer and Field Sampling Reduction.
Remote. Sens., November, 2023
Towards AI-assisted digital twins for smart railways: preliminary guideline and reference architecture.
J. Reliab. Intell. Environ., September, 2023
Adversarial liveness detector: Leveraging adversarial perturbations in fingerprint liveness detection.
IET Biom., March, 2023
J. Imaging, 2023
VeerNet: Using Deep Neural Networks for Curve Classification and Digitization of Raster Well-Log Images.
J. Imaging, 2023
Development of Technologies for the Detection of (Cyber)Bullying Actions: The BullyBuster Project.
Inf., 2023
Intelligent detection of warning bells at level crossings through deep transfer learning for smarter railway maintenance.
Eng. Appl. Artif. Intell., 2023
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the Italia Intelligenza Artificiale, 2023
Leveraging Artificial Intelligence to Fight (Cyber)Bullying for Human Well-being: The BullyBuster Project.
Proceedings of the Italia Intelligenza Artificiale, 2023
Advanced AI-based approaches in Industry 4.0 of the University of Naples Federico II node of the CINI-AIIS Lab.
Proceedings of the Italia Intelligenza Artificiale, 2023
Fingerprint Presentation Attacks: Tackling the Ongoing Arms Race in Biometric Authentication.
Proceedings of the Italia Intelligenza Artificiale, 2023
AI in healthcare: Activities of the University of Naples Federico II node of the CINI-AIIS Lab.
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023
Proceedings of the 2023 Conference on Human Centered Artificial Intelligence: Education and Practice, 2023
Generative Adversarial Networks for Domain Translation in Unpaired Breast DCE-MRI Datasets.
Proceedings of the Deep Learning Theory and Applications - 4th International Conference, 2023
Analyzing the Similarity between Artificial and Training Images in Generative Models: The PicusLabMed Contribution.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023
First Workshop on User Perspectives in Human-Centred Artificial Intelligence (HCAI4U).
Proceedings of the 15th Biannual Conference of the Italian SIGCHI Chapter, 2023
2022
A Multimodal Knowledge-Based Deep Learning Approach for MGMT Promoter Methylation Identification.
J. Imaging, December, 2022
Artificial Intelligence in Railway Transport: Taxonomy, Regulations, and Applications.
IEEE Trans. Intell. Transp. Syst., 2022
J. Comput. Sci., 2022
ReFuse: Generating Imperviousness Maps from Multi-Spectral Sentinel-2 Satellite Imagery.
Future Internet, 2022
A Survey on Audio-Video Based Defect Detection Through Deep Learning in Railway Maintenance.
IEEE Access, 2022
Proceedings of the ITiCSE 2022: Innovation and Technology in Computer Science Education, Dublin, Ireland, July 8, 2022
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
Proceedings of the 3rd International Conference on Deep Learning Theory and Applications, 2022
2021
On the transferability of adversarial perturbation attacks against fingerprint based authentication systems.
Pattern Recognit. Lett., 2021
DAE-CNN: Exploiting and disentangling contrast agent effects for breast lesions classification in DCE-MRI.
Pattern Recognit. Lett., 2021
J. Imaging, 2021
2020
Low-Power Wide-Area Networks in Intelligent Transportation: Review and Opportunities for Smart-Railways.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Reliability of eXplainable Artificial Intelligence in Adversarial Perturbation Scenarios.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019
Proceedings of the 2019 International Conference on Biometrics, 2019
Reproducibility of Deep CNN for Biomedical Image Processing Across Frameworks and Architectures.
Proceedings of the 27th European Signal Processing Conference, 2019
DCE-MRI Breast Lesions Segmentation with a 3TP U-Net Deep Convolutional Neural Network.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019
Evaluating Impacts of Motion Correction on Deep Learning Approaches for Breast DCE-MRI Segmentation and Classification.
Proceedings of the Computer Analysis of Images and Patterns, 2019
2018
Comprehensive computer-aided diagnosis for breast T1-weighted DCE-MRI through quantitative dynamical features and spatio-temporal local binary patterns.
IET Comput. Vis., 2018
Proceedings of the Reproducible Research in Pattern Recognition, 2018
2017
An Investigation of Deep Learning for Lesions Malignancy Classification in Breast DCE-MRI.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the Workshop on Artificial Intelligence with Application in Health co-located with the 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017
2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
2015
A secure, scalable and versatile multi-layer client-server architecture for remote intelligent data processing.
J. Reliab. Intell. Environ., 2015
Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015
2014
A Novel Model-Based Measure for Quality Evaluation of Image Registration Techniques in DCE-MRI.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
2013
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013
Proceedings of the Algorithms and Architectures for Parallel Processing, 2013