Antonio Galli

According to our database, Antonio Galli authored at least 42 papers between 2019 and 2024.

Collaborative distances:

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

2024

Playing With a Multi Armed Bandit to Optimize Resource Allocation in Satellite-Enabled 5G Networks.

Antonio Galli, Vincenzo Moscato, Simon Pietro Romano, Giancarlo Sperlí

IEEE Trans. Netw. Serv. Manag., February, 2024

Benchmarking open source and paid services for speech to text: an analysis of quality and input variety.

Antonino Ferraro, Antonio Galli, Valerio La Gatta, Marco Postiglione

Frontiers Big Data, 2024

Explainability in AI-based behavioral malware detection systems.

Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì

Comput. Secur., 2024

A Comparative Assessment of eXplainable AI Tools in Predicting Hard Disk Drive Health.

Flora Amato, Antonino Ferraro, Antonio Galli, Valerio La Gatta, Francesco Moscato, Vincenzo Moscato, Marco Postiglione, Carlo Sansone, Giancarlo Sperlì

Proceedings of the 32nd Symposium of Advanced Database Systems, 2024

AI in Industry: Activities of the CINI-AIIS Lab at University of Naples Federico II.

Alessandro Del Prete, Sofia Dutto, Antonino Ferraro, Antonio Galli, Vincenzo Moscato, Gabriele Piantadosi, Carlo Sansone, Giancarlo Sperlì

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

AI in Cybersecurity: Activities of the CINI-AIIS Lab at University of Naples Federico II.

Antonino Ferraro, Antonio Galli, Valerio La Gatta, Lidia Marassi, Stefano Marrone, Vincenzo Moscato, Marco Postiglione, Carlo Sansone, Giancarlo Sperlì

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Responsibile and Reliable AI: Activities of the CINI-AIIS Lab at University of Naples Federico II.

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

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Advancements and Challenges in Generative AI: Architectures, Applications, and Ethical Implications.

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

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Few Shot NER on Augmented Unstructured Text from Cardiology Records.

Antonino Ferraro, Antonio Galli, Valerio La Gatta, Mario Minocchi, Vincenzo Moscato, Marco Postiglione

Proceedings of the Advances in Internet, Data & Web Technologies, 2024

2023

LSTM-based failure prediction for railway rolling stock equipment.

Luigi De Simone, Enzo Caputo, Marcello Cinque, Antonio Galli, Vincenzo Moscato, Stefano Russo, Guido Cesaro, Vincenzo Criscuolo, Giuseppe Giannini

Expert Syst. Appl., July, 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

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

Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance.

Antonino Ferraro, Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì

Artif. Intell. Rev., 2023

HEMR: Hypergraph Embeddings for Music Recommendation.

Antonino Ferraro, Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Flora Amato

Proceedings of the 31st Symposium of Advanced Database Systems, 2023

Unsupervised Anomaly Detection in Predictive Maintenance Using Sound Data.

Antonino Ferraro, Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Francesco Moscato

Proceedings of the 31st Symposium of Advanced Database Systems, 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

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-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

Healthcare Data Summarization via Medical Entity Recognition and Generative AI.

Giuseppe Riccio, Antonio Romano, Andriy Korsun, Michele Cirillo, Marco Postiglione, Valerio La Gatta, Antonino Ferraro, Antonio Galli, Vincenzo Moscato

Proceedings of the 2nd Italian Conference on Big Data and Data Science (ITADATA 2023), 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

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

Graph-Based Approach for European Law Classification.

Raffaele Russo, Giuliano Di Giuseppe, Alessandro Vanacore, Valerio La Gatta, Antonino Ferraro, Antonio Galli, Marco Postiglione, Vincenzo Moscato

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Deep Learning for HDD Health Assessment: An Application Based on LSTM.

Aniello De Santo, Antonio Galli, Michela Gravina, Vincenzo Moscato, Giancarlo Sperlì

IEEE Trans. Computers, 2022

A comprehensive Benchmark for fake news detection.

Antonio Galli, Elio Masciari, Vincenzo Moscato, Giancarlo Sperlí

J. Intell. Inf. Syst., 2022

Multi-criteria assessment of user trust in Social Reviewing Systems with subjective logic fusion.

Christian Esposito, Antonio Galli, Vincenzo Moscato, Giancarlo Sperlí

Inf. Fusion, 2022

Evaluating time series encoding techniques for Predictive Maintenance.

Aniello De Santo, Antonino Ferraro, Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì

Expert Syst. Appl., 2022

Bridging the gap between complexity and interpretability of a data analytics-based process for benchmarking energy performance of buildings.

Antonio Galli, Marco Savino Piscitelli, Vincenzo Moscato, Alfonso Capozzoli

Expert Syst. Appl., 2022

An anomalous sound detection methodology for predictive maintenance.

Emanuele Di Fiore, Antonino Ferraro, Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì

Expert Syst. Appl., 2022

AI for Zero-Touch Management of Satellite Networks in B5G and 6G Infrastructures.

Antonio Galli, Pietro G. Giardina, Maria Guta, Leonardo Lossi, Antonio Mancina, Vincenzo Moscato, Fabio Patrone, Cesare Roseti, Simon Pietro Romano, Giancarlo Sperlí, Francesco Zampognaro

Proceedings of the Short Paper Proceedings of the First International Workshop on Artificial Intelligence in Beyond 5G and 6G Wireless Networks (AI6G 2022) co-located with IEEE World Congress on Computational Intelligence (WCCI2022), 2022

Credit Score Prediction Relying on Machine Learning.

Flora Amato, Antonino Ferraro, Antonio Galli, Francesco Moscato, Vincenzo Moscato, Giancarlo Sperlì

Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

A Deep Learning pipeline for Network Anomaly Detection based on Autoencoders.

Antonino Ferraro, Antonio Galli, Valerio La Gatta, Marco Postiglione

Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022

2021

A deep learning approach for semi-supervised community detection in Online Social Networks.

Aniello De Santo, Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì

Knowl. Based Syst., 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

Data-driven Network Orchestrator for 5G Satellite-Terrestrial Integrated Networks: The ANChOR Project.

Fabio Patrone, Giacomo Bacci, Antonio Galli, Pietro G. Giardina, Giada Landi, Michele Luglio, Mario Marchese, Mattia Quadrini, Cesare Roseti, Giancarlo Sperlì, Attilio Vaccaro, Francesco Zampognaro

Proceedings of the IEEE Global Communications Conference, 2021

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

An Explainable Artificial Intelligence Methodology for Hard Disk Fault Prediction.

Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì, Aniello De Santo

Proceedings of the Database and Expert Systems Applications, 2020

A novel approach for predictive maintenance combining GAF encoding strategies and deep networks.

Antonino Ferraro, Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì

Proceedings of the 6th IEEE International Conference on Dependability in Sensor, 2020

2019

A Business Reputation Methodology Using Social Network Analysis.

Antonio Galli, Michela Gravina, Vincenzo Moscato, Antonio Picariello, Carlo Sansone, Giancarlo Sperlì

Proceedings of the Pervasive Systems, Algorithms and Networks, 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