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Antonio Galli
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2020 – today
- 2024
- [j15]Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì:
Explainability in AI-based behavioral malware detection systems. Comput. Secur. 141: 103842 (2024) - [j14]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) - [j13]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): 341-354 (2024) - [c27]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: 1-12 - [c26]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 - [c25]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 - [c24]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 - [c23]Alessandro Del Prete, Sofia Dutto, Antonino Ferraro, Antonio Galli, Vincenzo Moscato, Gabriele Piantadosi, Carlo Sansone, Giancarlo Sperlì:
AI in Industry: Activities of the CINI-AIIS Lab at University of Naples Federico II. Ital-IA 2024: 265-270 - [c22]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: 574-584 - [i1]Antonino Ferraro, Antonio Galli, Valerio La Gatta, Marco Postiglione, Gian Marco Orlando, Diego Russo, Giuseppe Riccio, Antonio Romano, Vincenzo Moscato:
Agent-Based Modelling Meets Generative AI in Social Network Simulations. CoRR abs/2411.16031 (2024) - 2023
- [j12]Antonino Ferraro, Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì:
Evaluating eXplainable artificial intelligence tools for hard disk drive predictive maintenance. Artif. Intell. Rev. 56(7): 7279-7314 (2023) - [j11]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: 119767 (2023) - [j10]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) - [j9]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) - [c21]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. IEEE Big Data 2023: 1-9 - [c20]Antonio Galli, Michela Gravina, Stefano Marrone, Carlo Sansone:
Generative Adversarial Networks for Domain Translation in Unpaired Breast DCE-MRI Datasets. DeLTA 2023: 370-384 - [c19]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 - [c18]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 - [c17]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 - [c16]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 - [c15]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 - [c14]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 - [c13]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 - [c12]Antonino Ferraro, Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Flora Amato:
HEMR: Hypergraph Embeddings for Music Recommendation. SEBD 2023: 317-325 - [c11]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: 449-458 - 2022
- [j8]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: 117649 (2022) - [j7]Emanuele Di Fiore, Antonino Ferraro, Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì:
An anomalous sound detection methodology for predictive maintenance. Expert Syst. Appl. 209: 118324 (2022) - [j6]Aniello De Santo, Antonino Ferraro, Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì:
Evaluating time series encoding techniques for Predictive Maintenance. Expert Syst. Appl. 210: 118435 (2022) - [j5]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: 1-18 (2022) - [j4]Antonio Galli, Elio Masciari, Vincenzo Moscato, Giancarlo Sperlí:
A comprehensive Benchmark for fake news detection. J. Intell. Inf. Syst. 59(1): 237-261 (2022) - [j3]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): 69-80 (2022) - [c10]Antonino Ferraro, Antonio Galli, Valerio La Gatta, Marco Postiglione:
A Deep Learning pipeline for Network Anomaly Detection based on Autoencoders. MetroXRAINE 2022: 260-264 - [c9]Flora Amato, Antonino Ferraro, Antonio Galli, Francesco Moscato, Vincenzo Moscato, Giancarlo Sperlì:
Credit Score Prediction Relying on Machine Learning. SEBD 2022: 546-553 - [c8]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 - 2021
- [j2]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) - [j1]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: 107345 (2021) - [c7]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:
Data-driven Network Orchestrator for 5G Satellite-Terrestrial Integrated Networks: The ANChOR Project. GLOBECOM 2021: 1-6 - 2020
- [c6]Antonino Ferraro, Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì:
A novel approach for predictive maintenance combining GAF encoding strategies and deep networks. DependSys 2020: 127-132 - [c5]Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì, Aniello De Santo:
An Explainable Artificial Intelligence Methodology for Hard Disk Fault Prediction. DEXA (1) 2020: 403-413 - [c4]Antonio Galli, Stefano Marrone, Vincenzo Moscato, Carlo Sansone:
Reliability of eXplainable Artificial Intelligence in Adversarial Perturbation Scenarios. ICPR Workshops (3) 2020: 243-256
2010 – 2019
- 2019
- [c3]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 - [c2]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 - [c1]Antonio Galli, Michela Gravina, Vincenzo Moscato, Antonio Picariello, Carlo Sansone, Giancarlo Sperlì:
A Business Reputation Methodology Using Social Network Analysis. I-SPAN 2019: 96-106
Coauthor Index
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last updated on 2025-01-09 13:16 CET by the dblp team
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