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ORCIDStefano Marrone 0002
Person information
- affiliation: University of Naples Federico II, Italy
- not to be confused with: Stefano Marrone 0001
Other persons with the same name
- Stefano Marrone 0001
![[0000-0003-1927-6173]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-1927-6173")
— University of Campania Luigi Vanvitelli, Naples, Italy
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Journal Articles
- 2024
[j22]Ruth Dirnfeld, Lorenzo De Donato, Alessandra Somma, Mehdi Saman Azari, Stefano Marrone, Francesco Flammini, Valeria Vittorini:
Integrating AI and DTs: challenges and opportunities in railway maintenance application and beyond. Simul. 100(9): 903-917 (2024)- [j21]Roberto Casula, Giulia Orrù, Stefano Marrone, Umberto Gagliardini, Gian Luca Marcialis, Carlo Sansone:
Realistic Fingerprint Presentation Attacks Based on an Adversarial Approach. IEEE Trans. Inf. Forensics Secur. 19: 863-877 (2024) - 2023
- [j20]Lorenzo De Donato, Stefano Marrone, Francesco Flammini, Carlo Sansone, Valeria Vittorini, Roberto Nardone, Claudio Mazzariello, Frédéric Bernaudin:
Intelligent detection of warning bells at level crossings through deep transfer learning for smarter railway maintenance. Eng. Appl. Artif. Intell. 123(Part C): 106405 (2023) - [j19]Antonio Galli, Michela Gravina, Stefano Marrone, Domenico Mattiello, Carlo Sansone:
Adversarial liveness detector: Leveraging adversarial perturbations in fingerprint liveness detection. IET Biom. 12(2): 102-111 (2023) - [j18]Narendra Patwardhan, Stefano Marrone, Carlo Sansone:
Transformers in the Real World: A Survey on NLP Applications. Inf. 14(4): 242 (2023) - [j17]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:
Development of Technologies for the Detection of (Cyber)Bullying Actions: The BullyBuster Project. Inf. 14(8): 430 (2023) - [j16]Antonio Elia Pascarella, Giovanni Luca Giacco, Mattia Rigiroli, Stefano Marrone, Carlo Sansone:
ReUse: REgressive Unet for Carbon Storage and Above-Ground Biomass Estimation. J. Imaging 9(3): 61 (2023) - [j15]M. Quamer Nasim, Narendra Patwardhan, Tannistha Maiti, Stefano Marrone, Tarry Singh:
VeerNet: Using Deep Neural Networks for Curve Classification and Digitization of Raster Well-Log Images. J. Imaging 9(7): 136 (2023) - [j14]Lorenzo De Donato, Ruth Dirnfeld, Alessandra Somma, Alessandra De Benedictis, Francesco Flammini, Stefano Marrone, Mehdi Saman Azari, Valeria Vittorini:
Towards AI-assisted digital twins for smart railways: preliminary guideline and reference architecture. J. Reliab. Intell. Environ. 9(3): 303-317 (2023) - [j13]Donato Amitrano, Giovanni Luca Giacco, Stefano Marrone, Antonio Elia Pascarella, Mattia Rigiroli, Carlo Sansone:
Forest Aboveground Biomass Estimation Using Machine Learning Ensembles: Active Learning Strategies for Model Transfer and Field Sampling Reduction. Remote. Sens. 15(21): 5138 (2023) - 2022
- [j12]Lorenzo De Donato, Francesco Flammini, Stefano Marrone, Claudio Mazzariello, Roberto Nardone, Carlo Sansone, Valeria Vittorini:
A Survey on Audio-Video Based Defect Detection Through Deep Learning in Railway Maintenance. IEEE Access 10: 65376-65400 (2022) - [j11]Giovanni Luca Giacco, Stefano Marrone, Giuliano Langella, Carlo Sansone:
ReFuse: Generating Imperviousness Maps from Multi-Spectral Sentinel-2 Satellite Imagery. Future Internet 14(10): 278 (2022) - [j10]Salvatore Capuozzo, Michela Gravina, Gianluca Gatta, Stefano Marrone, Carlo Sansone:
A Multimodal Knowledge-Based Deep Learning Approach for MGMT Promoter Methylation Identification. J. Imaging 8(12): 321 (2022) - [j9]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:
Data Learning: Integrating Data Assimilation and Machine Learning. J. Comput. Sci. 58: 101525 (2022) - [j8]Nikola Besinovic, Lorenzo De Donato, Francesco Flammini, Rob M. P. Goverde, Zhiyuan Lin, Ronghui Liu, Stefano Marrone, Roberto Nardone, Tianli Tang, Valeria Vittorini:
Artificial Intelligence in Railway Transport: Taxonomy, Regulations, and Applications. IEEE Trans. Intell. Transp. Syst. 23(9): 14011-14024 (2022) - 2021
- [j7]Stefano Marrone, Cristina Papa, Carlo Sansone:
Effects of hidden layer sizing on CNN fine-tuning. Future Gener. Comput. Syst. 118: 48-55 (2021) - [j6]Antonio Galli, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone:
A Pipelined Tracer-Aware Approach for Lesion Segmentation in Breast DCE-MRI. J. Imaging 7(12): 276 (2021) - [j5]Michela Gravina, Stefano Marrone, Mario Sansone, Carlo Sansone:
DAE-CNN: Exploiting and disentangling contrast agent effects for breast lesions classification in DCE-MRI. Pattern Recognit. Lett. 145: 67-73 (2021) - [j4]Stefano Marrone, Carlo Sansone:
On the transferability of adversarial perturbation attacks against fingerprint based authentication systems. Pattern Recognit. Lett. 152: 253-259 (2021) - 2019
- [j3]Flora Amato, Stefano Marrone, Vincenzo Moscato, Gabriele Piantadosi, Antonio Picariello, Carlo Sansone:
HOLMeS: eHealth in the Big Data and Deep Learning Era. Inf. 10(2): 34 (2019) - 2018
- [j2]Gabriele Piantadosi, Stefano Marrone, Roberta Fusco, Mario Sansone, Carlo Sansone:
Comprehensive computer-aided diagnosis for breast T1-weighted DCE-MRI through quantitative dynamical features and spatio-temporal local binary patterns. IET Comput. Vis. 12(7): 1007-1017 (2018) - 2015
- [j1]Gabriele Piantadosi, Stefano Marrone, Mario Sansone, Carlo Sansone:
A secure, scalable and versatile multi-layer client-server architecture for remote intelligent data processing. J. Reliab. Intell. Environ. 1(2-4): 173-187 (2015)
Conference and Workshop Papers
- 2024
- [c43]Flora Amato, Egidia Cirillo, Mattia Fonisto, Alberto Moccardi, Vincenzo Moscato, Carlo Sansone, Stefano Marrone, Antonio Maria Rinaldi, Antonio Galli, Domenico Benfenati, Giovanni Maria De Filippis, Lidia Marassi, Narendra Patwardhan, Antonio Elia Pascarella, Cristiano Russo, Cristian Tommasino:
Advancements and Challenges in Generative AI: Architectures, Applications, and Ethical Implications. Ital-IA 2024: 77-82 - [c42]Flora Amato, Giovanni Maria De Filippis, Antonio Galli, Michela Gravina, Lidia Marassi, Stefano Marrone, Elio Masciari, Vincenzo Moscato, Antonio Maria Rinaldi, Cristiano Russo, Carlo Sansone, Cristian Tommasino:
Responsibile and Reliable AI: Activities of the CINI-AIIS Lab at University of Naples Federico II. Ital-IA 2024: 141-146 - [c41]Giulia Orrù, Vincenzo Gattulli, Guido Colaiacovo, Stefano Marrone, Giovanni Puglisi, Lucia Sarcinella, Grazia Terrone, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone:
Artificial intelligence tools in the ongoing fight against bullying and cyberbullying: a multidisciplinary approach. Ital-IA 2024: 188-193 - [c40]Antonino Ferraro, Antonio Galli, Valerio La Gatta, Lidia Marassi, Stefano Marrone, Vincenzo Moscato, Marco Postiglione, Carlo Sansone, Giancarlo Sperlì:
AI in Cybersecurity: Activities of the CINI-AIIS Lab at University of Naples Federico II. Ital-IA 2024: 194-199 - [c39]Domenico Benfenati, Salvatore Capuozzo, Giovanni Maria De Filippis, Adriano De Simone, Michela Gravina, Lidia Marassi, Stefano Marrone, Elio Masciari, Enea Vincenzo Napolitano, Giuseppe Pontillo, Marco Postiglione, Cristiano Russo, Cristian Tommasino, Antonio Maria Rinaldi, Vincenzo Moscato, Carlo Sansone:
AI in Medicine: Activities of the CINI-AIIS Lab at University of Naples Federico II. Ital-IA 2024: 348-353 - [c38]Flora Amato, Giovanni Luca Giacco, Lidia Marassi, Stefano Marrone, Antonio Elia Pascarella, Carlo Sansone:
AI for Sustainability: Activities of the CINI-AIIS Lab at University of Naples Federico II. Ital-IA 2024: 540-545 - 2023
- [c37]Ernesto William De Luca, Erasmo Purificato, Ludovico Boratto, Stefano Marrone, Carlo Sansone:
First Workshop on User Perspectives in Human-Centred Artificial Intelligence (HCAI4U). CHItaly 2023: 36:1-36:3 - [c36]Michela Gravina, Stefano Marrone, Carlo Sansone:
Analyzing the Similarity between Artificial and Training Images in Generative Models: The PicusLabMed Contribution. CLEF (Working Notes) 2023: 1467-1477 - [c35]Antonio Galli, Michela Gravina, Stefano Marrone, Carlo Sansone:
Generative Adversarial Networks for Domain Translation in Unpaired Breast DCE-MRI Datasets. DeLTA 2023: 370-384 - [c34]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:
The European AI Tango: Balancing Regulation Innovation and Competitiveness. HCAIep 2023: 2-8 - [c33]M. Quamer Nasim, Narendra Patwardhan, Javed Ali, Tannistha Maiti, Stefano Marrone, Tarry Singh, Carlo Sansone:
Digitizer: A Synthetic Dataset for Well-Log Analysis. ICIAP Workshops (1) 2023: 97-105 - [c32]Michela Gravina, Antonio Galli, Geremia De Micco, Stefano Marrone, Giuseppe Fiameni, Carlo Sansone:
FEAD-D: Facial Expression Analysis in Deepfake Detection. ICIAP (2) 2023: 283-294 - [c31]Lorenzo De Donato, Antonino Ferraro, Antonio Galli, Michela Gravina, Stefano Marrone, Vincenzo Moscato, Giancarlo Sperlì, Valeria Vittorini, Carlo Sansone:
Advanced AI-based approaches in Industry 4.0 of the University of Naples Federico II node of the CINI-AIIS Lab. Ital-IA 2023: 1-6 - [c30]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:
AI in healthcare: Activities of the University of Naples Federico II node of the CINI-AIIS Lab. Ital-IA 2023: 112-117 - [c29]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:
Leveraging Artificial Intelligence to Fight (Cyber)Bullying for Human Well-being: The BullyBuster Project. Ital-IA 2023: 189-194 - [c28]Narendra Patwardhan, Lidia Marassi, Michela Gravina, Antonio Galli, Monica Zuccarini, Tannistha Maiti, Tarry Singh, Stefano Marrone, Carlo Sansone:
Responsible and Reliable AI at PICUS Lab. Ital-IA 2023: 377-381 - [c27]Roberto Casula, Antonio Galli, Michela Gravina, Stefano Marrone, Domenico Mattiello, Marco Micheletto, Giulia Orrù, Gian Luca Marcialis, Carlo Sansone:
Fingerprint Presentation Attacks: Tackling the Ongoing Arms Race in Biometric Authentication. Ital-IA 2023: 415-419 - [c26]Flora Amato, Antonio Galli, Michela Gravina, Lidia Marassi, Stefano Marrone, Carlo Sansone:
AI-Powered Learning: Personalizing Education for each Student. Ital-IA 2023: 478-483 - [c25]Antonio Elia Pascarella, Giovanni Luca Giacco, Mattia Rigiroli, Bruno Vento, Stefano Marrone, Giuliano Langella, Antonio Coppola, Roberto Chirone, Piero Salatino, Carlo Sansone:
AI and Sustainability: Territorial Monitoring and Waste Valorization. Ital-IA 2023: 571-574 - 2022
- [c24]Stefano Marrone, Carlo Sansone:
Identifying Users' Emotional States through Keystroke Dynamics. DeLTA 2022: 207-214 - [c23]Ciro Sannino, Michela Gravina, Stefano Marrone, Giuseppe Fiameni, Carlo Sansone:
LessonAble: Leveraging Deep Fakes in MOOC Content Creation. ICIAP (1) 2022: 27-37 - [c22]Michela Gravina, Stefano Marrone, Ludovico Docimo, Mario Santini, Alfonso Fiorelli, Domenico Parmeggiani, Carlo Sansone:
Leveraging CycleGAN in Lung CT Sinogram-free Kernel Conversion. ICIAP (1) 2022: 100-110 - [c21]Giovanni Luca Giacco, Giulio Mariniello, Stefano Marrone, Domenico Asprone, Carlo Sansone:
Toward a System for Post-Earthquake Safety Evaluation of Masonry Buildings. ICIAP (2) 2022: 312-323 - [c20]Barry Feeney, Monica Zuccarini, Tarry Singh, Huib Aldewereld, Stefano Marrone, Keith Quille:
Developing a Human Centred AI Masters: the Good, the Bad and the Ugly. ITiCSE (2) 2022: 660-661 - 2020
- [c19]Antonio Galli, Stefano Marrone, Vincenzo Moscato, Carlo Sansone:
Reliability of eXplainable Artificial Intelligence in Adversarial Perturbation Scenarios. ICPR Workshops (3) 2020: 243-256 - [c18]Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Vincenzo Moscato, Carlo Sansone:
Developing a Smart PACS: CBIR System Using Deep Learning. ICPR Workshops (2) 2020: 296-309 - [c17]Stefano Marrone, Roberto Casula, Giulia Orrù, Gian Luca Marcialis, Carlo Sansone:
Fingerprint Adversarial Presentation Attack in the Physical Domain. ICPR Workshops (6) 2020: 530-543 - [c16]Federica Aprea, Stefano Marrone, Carlo Sansone:
Neural Machine Registration for Motion Correction in Breast DCE-MRI. ICPR 2020: 4332-4339 - [c15]Ruth Dirnfeld, Francesco Flammini, Stefano Marrone, Roberto Nardone, Valeria Vittorini:
Low-Power Wide-Area Networks in Intelligent Transportation: Review and Opportunities for Smart-Railways. ITSC 2020: 1-7 - 2019
- [c14]Antonio Galli, Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone:
Evaluating Impacts of Motion Correction on Deep Learning Approaches for Breast DCE-MRI Segmentation and Classification. CAIP (2) 2019: 294-304 - [c13]Gabriele Piantadosi, Stefano Marrone, Antonio Galli, Mario Sansone, Carlo Sansone:
DCE-MRI Breast Lesions Segmentation with a 3TP U-Net Deep Convolutional Neural Network. CBMS 2019: 628-633 - [c12]Stefano Marrone, Stefano Olivieri, Gabriele Piantadosi, Carlo Sansone:
Reproducibility of Deep CNN for Biomedical Image Processing Across Frameworks and Architectures. EUSIPCO 2019: 1-5 - [c11]Stefano Marrone, Carlo Sansone:
Adversarial Perturbations Against Fingerprint Based Authentication Systems. ICB 2019: 1-6 - [c10]Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Mario Sansone, Carlo Sansone:
3TP-CNN: Radiomics and Deep Learning for Lesions Classification in DCE-MRI. ICIAP (2) 2019: 661-671 - [c9]Stefano Marrone, Carlo Sansone:
An Adversarial Perturbation Approach Against CNN-based Soft Biometrics Detection. IJCNN 2019: 1-8 - 2018
- [c8]Gabriele Piantadosi, Stefano Marrone, Carlo Sansone:
On Reproducibility of Deep Convolutional Neural Networks Approaches. RRPR 2018: 104-109 - 2017
- [c7]Flora Amato, Stefano Marrone, Vincenzo Moscato, Gabriele Piantadosi, Antonio Picariello, Carlo Sansone:
Chatbots Meet eHealth: Automatizing Healthcare. WAIAH@AI*IA 2017: 40-49 - [c6]Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone:
An Investigation of Deep Learning for Lesions Malignancy Classification in Breast DCE-MRI. ICIAP (2) 2017: 479-489 - 2016
- [c5]Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone:
Breast segmentation using Fuzzy C-Means and anatomical priors in DCE-MRI. ICPR 2016: 1472-1477 - 2015
- [c4]Gabriele Piantadosi, Stefano Marrone, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone:
Data-driven selection of motion correction techniques in breast DCE-MRI. MeMeA 2015: 273-278 - 2014
- [c3]Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone:
A Novel Model-Based Measure for Quality Evaluation of Image Registration Techniques in DCE-MRI. CBMS 2014: 209-214 - 2013
- [c2]Gabriele Piantadosi, Stefano Marrone, Mario Sansone, Carlo Sansone:
A Secure OsiriX Plug-In for Detecting Suspicious Lesions in Breast DCE-MRI. ICA3PP (2) 2013: 217-224 - [c1]Stefano Marrone, Gabriele Piantadosi, Roberta Fusco, Antonella Petrillo, Mario Sansone, Carlo Sansone:
Automatic Lesion Detection in Breast DCE-MRI. ICIAP (2) 2013: 359-368
Editorship
- 2023
- [e3]Ernesto William De Luca, Erasmo Purificato, Ludovico Boratto, Stefano Marrone, Carlo Sansone:
Proceedings of the First Workshop on User Perspectives in Human-Centred Artificial Intelligence (HCAI4U 2023) co-located with the 15th Biannual Conference of the Italian SIGCHI Chapter (CHItaly 2023), Turin, Italy, September 20, 2023. CEUR Workshop Proceedings 3502, CEUR-WS.org 2023 [contents] - 2022
- [e2]Stefano Marrone, Martina De Sanctis, Imre Kocsis, Rasmus Adler, Richard Hawkins, Philipp Schleiß, Stefano Marrone, Roberto Nardone, Francesco Flammini, Valeria Vittorini:
Dependable Computing - EDCC 2022 Workshops - SERENE, DREAMS, AI4RAILS, Zaragoza, Spain, September 12, 2022, Proceedings. Communications in Computer and Information Science 1656, Springer 2022, ISBN 978-3-031-16244-2 [contents] - 2020
- [e1]Simona Bernardi, Valeria Vittorini, Francesco Flammini, Roberto Nardone, Stefano Marrone, Rasmus Adler, Daniel Schneider, Philipp Schleiß, Nicola Nostro, Rasmus Løvenstein Olsen, Amleto Di Salle, Paolo Masci:
Dependable Computing - EDCC 2020 Workshops - AI4RAILS, DREAMS, DSOGRI, SERENE 2020, Munich, Germany, September 7, 2020, Proceedings. Communications in Computer and Information Science 1279, Springer 2020, ISBN 978-3-030-58461-0 [contents]
Coauthor Index
[j21] [j20] [j19] [j18] [j17] [j16] [j13] [j12] [j11] [j10] [j7] [j6] [j5] [j4] [j3] [j2] [j1] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c19] [c18] [c17] [c16] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1] [e3]
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