Antonio Galli

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 38

Top Topics

Data Summarization

Liveness Detection

Artificial Intelligence

Top Venues

Expert Syst. Appl.

Publications

Flora Amato, Antonino Ferraro, Antonio Galli, Valerio La Gatta, Francesco Moscato, Vincenzo Moscato, Marco Postiglione, Carlo Sansone, Giancarlo Sperlì
A Comparative Assessment of eXplainable AI Tools in Predicting Hard Disk Drive Health. SEBD (2024)
Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì
Explainability in AI-based behavioral malware detection systems. Comput. Secur. 141 (2024)
Antonio Galli, Vincenzo Moscato, Simon Pietro Romano, Giancarlo Sperlí
Playing With a Multi Armed Bandit to Optimize Resource Allocation in Satellite-Enabled 5G Networks. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Antonino Ferraro, Antonio Galli, Valerio La Gatta, Marco Postiglione
Benchmarking open source and paid services for speech to text: an analysis of quality and input variety. Frontiers Big Data 6 (2024)
Antonino Ferraro, Antonio Galli, Valerio La Gatta, Mario Minocchi, Vincenzo Moscato, Marco Postiglione
Few Shot NER on Augmented Unstructured Text from Cardiology Records. EIDWT (2024)
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)
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) (2023)
Antonino Ferraro, Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Flora Amato
HEMR: Hypergraph Embeddings for Music Recommendation. SEBD (2023)
Flora Amato, Antonio Galli, Michela Gravina, Lidia Marassi, Stefano Marrone, Carlo Sansone
AI-Powered Learning: Personalizing Education for each Student. Ital-IA (2023)
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)
Luigi De Simone, Enzo Caputo, Marcello Cinque, Antonio Galli, Vincenzo Moscato, Stefano Russo, Guido Cesaro, Vincenzo Criscuolo, Giuseppe Giannini
LSTM-based failure prediction for railway rolling stock equipment. Expert Syst. Appl. 222 (2023)
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)
Antonio Galli, Michela Gravina, Stefano Marrone, Domenico Mattiello, Carlo Sansone
Adversarial liveness detector: Leveraging adversarial perturbations in fingerprint liveness detection. IET Biom. 12 (2) (2023)
Antonino Ferraro, Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Francesco Moscato
Unsupervised Anomaly Detection in Predictive Maintenance Using Sound Data. SEBD (2023)
Michela Gravina, Antonio Galli, Geremia De Micco, Stefano Marrone, Giuseppe Fiameni, Carlo Sansone
FEAD-D: Facial Expression Analysis in Deepfake Detection. ICIAP (2) (2023)
Antonio Galli, Michela Gravina, Stefano Marrone, Carlo Sansone
Generative Adversarial Networks for Domain Translation in Unpaired Breast DCE-MRI Datasets. DeLTA (2023)
Raffaele Russo, Giuliano Di Giuseppe, Alessandro Vanacore, Valerio La Gatta, Antonino Ferraro, Antonio Galli, Marco Postiglione, Vincenzo Moscato
Graph-Based Approach for European Law Classification. BigData (2023)
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)
Giuseppe Riccio, Antonio Romano, Andriy Korsun, Michele Cirillo, Marco Postiglione, Valerio La Gatta, Antonino Ferraro, Antonio Galli, Vincenzo Moscato
Healthcare Data Summarization via Medical Entity Recognition and Generative AI. itaDATA (2023)
Antonino Ferraro, Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance. Artif. Intell. Rev. 56 (7) (2023)
Aniello De Santo, Antonio Galli, Michela Gravina, Vincenzo Moscato, Giancarlo Sperlì
Deep Learning for HDD Health Assessment: An Application Based on LSTM. IEEE Trans. Computers 71 (1) (2022)
Antonio Galli, Pietro G. Giardina, Maria Guta, Leonardo Lossi, Antonio Mancina, Vincenzo Moscato, Fabio Patrone, Cesare Roseti, Simon Pietro Romano, Giancarlo Sperlí, Francesco Zampognaro
AI for Zero-Touch Management of Satellite Networks in B5G and 6G Infrastructures. AI6G@WCCI (2022)
Christian Esposito, Antonio Galli, Vincenzo Moscato, Giancarlo Sperlí
Multi-criteria assessment of user trust in Social Reviewing Systems with subjective logic fusion. Inf. Fusion 77 (2022)
Emanuele Di Fiore, Antonino Ferraro, Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì
An anomalous sound detection methodology for predictive maintenance. Expert Syst. Appl. 209 (2022)
Flora Amato, Antonino Ferraro, Antonio Galli, Francesco Moscato, Vincenzo Moscato, Giancarlo Sperlì
Credit Score Prediction Relying on Machine Learning. SEBD (2022)
Antonino Ferraro, Antonio Galli, Valerio La Gatta, Marco Postiglione
A Deep Learning pipeline for Network Anomaly Detection based on Autoencoders. MetroXRAINE (2022)
Aniello De Santo, Antonino Ferraro, Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì
Evaluating time series encoding techniques for Predictive Maintenance. Expert Syst. Appl. 210 (2022)
Antonio Galli, Marco Savino Piscitelli, Vincenzo Moscato, Alfonso Capozzoli
Bridging the gap between complexity and interpretability of a data analytics-based process for benchmarking energy performance of buildings. Expert Syst. Appl. 206 (2022)
Antonio Galli, Elio Masciari, Vincenzo Moscato, Giancarlo Sperlí
A comprehensive Benchmark for fake news detection. J. Intell. Inf. Syst. 59 (1) (2022)
Aniello De Santo, Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì
A deep learning approach for semi-supervised community detection in Online Social Networks. Knowl. Based Syst. 229 (2021)
Fabio Patrone, Giacomo Bacci, Antonio Galli, Pietro Giardina, Giada Landi, Michele Luglio, Mario Marchese, Mattia Quadrini, Cesare Roseti, Giancarlo Sperlì, Attilio Vaccaro, Francesco Zampognaro
Data-driven Network Orchestrator for 5G Satellite-Terrestrial Integrated Networks: The ANChOR Project. GLOBECOM (2021)
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) (2021)
Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì, Aniello De Santo
An Explainable Artificial Intelligence Methodology for Hard Disk Fault Prediction. DEXA (1) (2020)
Antonino Ferraro, Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì
A novel approach for predictive maintenance combining GAF encoding strategies and deep networks. DependSys (2020)
Antonio Galli, Stefano Marrone, Vincenzo Moscato, Carlo Sansone
Reliability of eXplainable Artificial Intelligence in Adversarial Perturbation Scenarios. ICPR Workshops (3) (2020)
Antonio Galli, Michela Gravina, Vincenzo Moscato, Antonio Picariello, Carlo Sansone, Giancarlo Sperlì
A Business Reputation Methodology Using Social Network Analysis. I-SPAN (2019)
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)
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)