Stefano Marrone

According to our database, Stefano Marrone authored at least 58 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Realistic Fingerprint Presentation Attacks Based on an Adversarial Approach.

Roberto Casula, Giulia Orrù, Stefano Marrone, Umberto Gagliardini, Gian Luca Marcialis, Carlo Sansone

IEEE Trans. Inf. Forensics Secur., 2024

2023

Forest Aboveground Biomass Estimation Using Machine Learning Ensembles: Active Learning Strategies for Model Transfer and Field Sampling Reduction.

Donato Amitrano, Giovanni Luca Giacco, Stefano Marrone, Antonio Elia Pascarella, Mattia Rigiroli, Carlo Sansone

Remote. Sens., November, 2023

Towards AI-assisted digital twins for smart railways: preliminary guideline and reference architecture.

Lorenzo De Donato, Ruth Dirnfeld, Alessandra Somma, Alessandra De Benedictis, Francesco Flammini, Stefano Marrone, Mehdi Saman Azari, Valeria Vittorini

J. Reliab. Intell. Environ., September, 2023

Transformers in the Real World: A Survey on NLP Applications.

Narendra Patwardhan, Stefano Marrone, Carlo Sansone

Inf., April, 2023

Adversarial liveness detector: Leveraging adversarial perturbations in fingerprint liveness detection.

Antonio Galli, Michela Gravina, Stefano Marrone, Domenico Mattiello, Carlo Sansone

IET Biom., March, 2023

ReUse: REgressive Unet for Carbon Storage and Above-Ground Biomass Estimation.

Antonio Elia Pascarella, Giovanni Luca Giacco, Mattia Rigiroli, Stefano Marrone, Carlo Sansone

J. Imaging, 2023

VeerNet: Using Deep Neural Networks for Curve Classification and Digitization of Raster Well-Log Images.

M. Quamer Nasim, Narendra Patwardhan, Tannistha Maiti, Stefano Marrone, Tarry Singh

J. Imaging, 2023

Development of Technologies for the Detection of (Cyber)Bullying Actions: The BullyBuster Project.

Giulia Orrù, Antonio Galli, Vincenzo Gattulli, Michela Gravina, Marco Micheletto, Stefano Marrone, Wanda Nocerino, Angela Procaccino, Grazia Terrone, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone

Inf., 2023

Intelligent detection of warning bells at level crossings through deep transfer learning for smarter railway maintenance.

Lorenzo De Donato, Stefano Marrone, Francesco Flammini, Carlo Sansone, Valeria Vittorini, Roberto Nardone, Claudio Mazzariello, Frédéric Bernaudin

Eng. Appl. Artif. Intell., 2023

Responsible and Reliable AI at PICUS Lab.

Narendra Patwardhan, Lidia Marassi, Michela Gravina, Antonio Galli, Monica Zuccarini, Tannistha Maiti, Tarry Singh, Stefano Marrone, Carlo Sansone

Proceedings of the Italia Intelligenza Artificiale, 2023

AI and Sustainability: Territorial Monitoring and Waste Valorization.

Antonio Elia Pascarella, Giovanni Luca Giacco, Mattia Rigiroli, Bruno Vento, Stefano Marrone, Giuliano Langella, Antonio Coppola, Roberto Chirone, Piero Salatino, Carlo Sansone

Proceedings of the Italia Intelligenza Artificiale, 2023

Leveraging Artificial Intelligence to Fight (Cyber)Bullying for Human Well-being: The BullyBuster Project.

Giulia Orrù, Antonio Galli, Vincenzo Gattulli, Michela Gravina, Stefano Marrone, Marco Micheletto, Angela Procaccino, Wanda Nocerino, Grazia Terrone, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone

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.

Lorenzo De Donato, Antonino Ferraro, Antonio Galli, Michela Gravina, Stefano Marrone, Vincenzo Moscato, Giancarlo Sperlì, Valeria Vittorini, Carlo Sansone

Proceedings of the Italia Intelligenza Artificiale, 2023

Fingerprint Presentation Attacks: Tackling the Ongoing Arms Race in Biometric Authentication.

Roberto Casula, Antonio Galli, Michela Gravina, Stefano Marrone, Domenico Mattiello, Marco Micheletto, Giulia Orrù, Gian Luca Marcialis, Carlo Sansone

Proceedings of the Italia Intelligenza Artificiale, 2023

AI in healthcare: Activities of the University of Naples Federico II node of the CINI-AIIS Lab.

Antonio Bosco, Salvatore Capuozzo, Biase Celano, Michela Gravina, Stefano Marrone, Maria Paola Maurelli, Vincenzo Moscato, Giuseppe Pontillo, Marco Postiglione, Antonio Maria Rinaldi, Laura Rinaldi, Cristiano Russo, Giancarlo Sperlì, Cristian Tommasino, Giuseppe Cringoli, Carlo Sansone

Proceedings of the Italia Intelligenza Artificiale, 2023

AI-Powered Learning: Personalizing Education for each Student.

Flora Amato, Antonio Galli, Michela Gravina, Lidia Marassi, Stefano Marrone, Carlo Sansone

Proceedings of the Italia Intelligenza Artificiale, 2023

Digitizer: A Synthetic Dataset for Well-Log Analysis.

M. Quamer Nasim, Narendra Patwardhan, Javed Ali, Tannistha Maiti, Stefano Marrone, Tarry Singh, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

FEAD-D: Facial Expression Analysis in Deepfake Detection.

Michela Gravina, Antonio Galli, Geremia De Micco, Stefano Marrone, Giuseppe Fiameni, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

The European AI Tango: Balancing Regulation Innovation and Competitiveness.

Christina Todorova, George Sharkov, Huib Aldewereld, Stefan Leijnen, Alireza Dehghani, Stefano Marrone, Carlo Sansone, Maurice Lynch, John Pugh, Tarry Singh, Kitti Mezei, Péter Antal, Peter Hanák, Alessandro Barducci, Fernando Pérez-Téllez, Francesco Gargiulo

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.

Antonio Galli, Michela Gravina, Stefano Marrone, Carlo Sansone

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.

Michela Gravina, Stefano Marrone, Carlo Sansone

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).

Ernesto William De Luca, Erasmo Purificato, Ludovico Boratto, Stefano Marrone, Carlo Sansone

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.

Salvatore Capuozzo, Michela Gravina, Gianluca Gatta, Stefano Marrone, Carlo Sansone

J. Imaging, December, 2022

Artificial Intelligence in Railway Transport: Taxonomy, Regulations, and Applications.

Nikola Besinovic, Lorenzo De Donato, Francesco Flammini, Rob M. P. Goverde, Zhiyuan Lin, Ronghui Liu, Stefano Marrone, Roberto Nardone, Tianli Tang, Valeria Vittorini

IEEE Trans. Intell. Transp. Syst., 2022

Data Learning: Integrating Data Assimilation and Machine Learning.

Caterina Buizza, César Quilodrán Casas, Philip Nadler, Julian Mack, Stefano Marrone, Zainab Titus, Clémence Le Cornec, Evelyn Heylen, Tolga Hasan Dur, Luis G. Baca Ruíz, Claire E. Heaney, Julio Amador Díaz López, K. S. Sesh Kumar, Rossella Arcucci

J. Comput. Sci., 2022

ReFuse: Generating Imperviousness Maps from Multi-Spectral Sentinel-2 Satellite Imagery.

Giovanni Luca Giacco, Stefano Marrone, Giuliano Langella, Carlo Sansone

Future Internet, 2022

A Survey on Audio-Video Based Defect Detection Through Deep Learning in Railway Maintenance.

Lorenzo De Donato, Francesco Flammini, Stefano Marrone, Claudio Mazzariello, Roberto Nardone, Carlo Sansone, Valeria Vittorini

IEEE Access, 2022

Developing a Human Centred AI Masters: the Good, the Bad and the Ugly.

Barry Feeney, Monica Zuccarini, Tarry Singh, Huib Aldewereld, Stefano Marrone, Keith Quille

Proceedings of the ITiCSE 2022: Innovation and Technology in Computer Science Education, Dublin, Ireland, July 8, 2022

LessonAble: Leveraging Deep Fakes in MOOC Content Creation.

Ciro Sannino, Michela Gravina, Stefano Marrone, Giuseppe Fiameni, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Leveraging CycleGAN in Lung CT Sinogram-free Kernel Conversion.

Michela Gravina, Stefano Marrone, Ludovico Docimo, Mario Santini, Alfonso Fiorelli, Domenico Parmeggiani, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Toward a System for Post-Earthquake Safety Evaluation of Masonry Buildings.

Giovanni Luca Giacco, Giulio Mariniello, Stefano Marrone, Domenico Asprone, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Identifying Users' Emotional States through Keystroke Dynamics.

Stefano Marrone, Carlo Sansone

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.

Stefano Marrone, Carlo Sansone

Pattern Recognit. Lett., 2021

DAE-CNN: Exploiting and disentangling contrast agent effects for breast lesions classification in DCE-MRI.

Michela Gravina, Stefano Marrone, Mario Sansone, Carlo Sansone

Pattern Recognit. Lett., 2021

A Pipelined Tracer-Aware Approach for Lesion Segmentation in Breast DCE-MRI.

Antonio Galli, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone

J. Imaging, 2021

Effects of hidden layer sizing on CNN fine-tuning.

Stefano Marrone, Cristina Papa, Carlo Sansone

Future Gener. Comput. Syst., 2021

2020

Low-Power Wide-Area Networks in Intelligent Transportation: Review and Opportunities for Smart-Railways.

Ruth Dirnfeld, Francesco Flammini, Stefano Marrone, Roberto Nardone, Valeria Vittorini

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Developing a Smart PACS: CBIR System Using Deep Learning.

Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Vincenzo Moscato, Carlo Sansone

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Reliability of eXplainable Artificial Intelligence in Adversarial Perturbation Scenarios.

Antonio Galli, Stefano Marrone, Vincenzo Moscato, Carlo Sansone

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Neural Machine Registration for Motion Correction in Breast DCE-MRI.

Federica Aprea, Stefano Marrone, Carlo Sansone

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Fingerprint Adversarial Presentation Attack in the Physical Domain.

Stefano Marrone, Roberto Casula, Giulia Orrù, Gian Luca Marcialis, Carlo Sansone

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

HOLMeS: eHealth in the Big Data and Deep Learning Era.

Flora Amato, Stefano Marrone, Vincenzo Moscato, Gabriele Piantadosi, Antonio Picariello, Carlo Sansone

Inf., 2019

An Adversarial Perturbation Approach Against CNN-based Soft Biometrics Detection.

Stefano Marrone, Carlo Sansone

Proceedings of the International Joint Conference on Neural Networks, 2019

3TP-CNN: Radiomics and Deep Learning for Lesions Classification in DCE-MRI.

Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Adversarial Perturbations Against Fingerprint Based Authentication Systems.

Stefano Marrone, Carlo Sansone

Proceedings of the 2019 International Conference on Biometrics, 2019

Reproducibility of Deep CNN for Biomedical Image Processing Across Frameworks and Architectures.

Stefano Marrone, Stefano Olivieri, Gabriele Piantadosi, Carlo Sansone

Proceedings of the 27th European Signal Processing Conference, 2019

DCE-MRI Breast Lesions Segmentation with a 3TP U-Net Deep Convolutional Neural Network.

Gabriele Piantadosi, Stefano Marrone, Antonio Galli, Mario Sansone, Carlo Sansone

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.

Antonio Galli, Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone

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.

Gabriele Piantadosi, Stefano Marrone, Roberta Fusco, Mario Sansone, Carlo Sansone

IET Comput. Vis., 2018

On Reproducibility of Deep Convolutional Neural Networks Approaches.

Gabriele Piantadosi, Stefano Marrone, Carlo Sansone

Proceedings of the Reproducible Research in Pattern Recognition, 2018

2017

An Investigation of Deep Learning for Lesions Malignancy Classification in Breast DCE-MRI.

Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Chatbots Meet eHealth: Automatizing Healthcare.

Flora Amato, Stefano Marrone, Vincenzo Moscato, Gabriele Piantadosi, Antonio Picariello, Carlo Sansone

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

Breast segmentation using Fuzzy C-Means and anatomical priors in DCE-MRI.

Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone

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.

Gabriele Piantadosi, Stefano Marrone, Mario Sansone, Carlo Sansone

J. Reliab. Intell. Environ., 2015

Data-driven selection of motion correction techniques in breast DCE-MRI.

Gabriele Piantadosi, Stefano Marrone, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone

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.

Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone

Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

2013

Automatic Lesion Detection in Breast DCE-MRI.

Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

A Secure OsiriX Plug-In for Detecting Suspicious Lesions in Breast DCE-MRI.

Gabriele Piantadosi, Stefano Marrone, Mario Sansone, Carlo Sansone

Proceedings of the Algorithms and Architectures for Parallel Processing, 2013