Vincenzo Moscato

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 131

Top Venues

SEBD

Expert Syst. Appl.

DATA

Future Gener. Comput. Syst.

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)
Biagio Grasso, Valerio La Gatta, Vincenzo Moscato, Giancarlo Sperlì
KERMIT: Knowledge-EmpoweRed Model In harmful meme deTection. Inf. Fusion 106 (2024)
Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì
Explainability in AI-based behavioral malware detection systems. Comput. Secur. 141 (2024)
Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì
An eXplainable Artificial Intelligence Methodology on Big Data Architecture. Cogn. Comput. 16 (5) (2024)
Marco Postiglione, Daniel Bean, Zeljko Kraljevic, Richard J. B. Dobson, Vincenzo Moscato
Predicting Future Disorders via Temporal Knowledge Graphs and Medical Ontologies. IEEE J. Biomed. Health Informatics 28 (7) (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)
Antonio Romano, Giuseppe Riccio, Marco Postiglione, Vincenzo Moscato
Identifying Cardiological Disorders in Spanish via Data Augmentation and Fine-Tuned Language Models. CLEF (Working Notes) (2024)
Ilaria Bartolini, Angelo Chianese, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlí, Andrea Vignali
Named Entity Recognition using context similarity data augmentation. SEBD (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)
Vincenzo Moscato, Giuseppe Napolano, Marco Postiglione, Giancarlo Sperlì
Multi-task learning for few-shot biomedical relation extraction. Artif. Intell. Rev. 56 (11) (2023)
Antonino Ferraro, Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Flora Amato
HEMR: Hypergraph Embeddings for Music Recommendation. SEBD (2023)
Vincenzo Moscato, Marco Postiglione, Guido Secondulfo, Giancarlo Sperlí, Andrea Vignali
Learning How To Augment Data: An Application To Biomedical NER. KDH@IJCAI (2023)
Aniello De Santo, Antonino Ferraro, Vincenzo Moscato, Giancarlo Sperlí
An action-reaction influence model relying on OSN user-generated content. Knowl. Inf. Syst. 65 (5) (2023)
Vincenzo Moscato, Marco Postiglione, Carlo Sansone, Giancarlo Sperlí
TaughtNet: Learning Multi-Task Biomedical Named Entity Recognition From Single-Task Teachers. IEEE J. Biomed. Health Informatics 27 (5) (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)
Marco Postiglione, Giovanni Esposito, Raffaele Izzo, Valerio La Gatta, Vincenzo Moscato, Raffaele Piccolo
Harnessing Multi-modality and Expert Knowledge for Adverse Events Prediction in Clinical Notes. ICIAP Workshops (2) (2023)
Christian Esposito, Vincenzo Moscato, Giancarlo Sperlì
Detecting malicious reviews and users affecting social reviewing systems: A survey. Comput. Secur. 133 (2023)
Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlí
Few-shot Named Entity Recognition: Definition, Taxonomy and Research Directions. ACM Trans. Intell. Syst. Technol. 14 (5) (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)
Ilaria Bartolini, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Andrea Vignali
Data augmentation via context similarity: An application to biomedical Named Entity Recognition. Inf. Syst. 119 (2023)
Daniela D'Auria, Vincenzo Moscato, Marco Postiglione, Giuseppe Romito, Giancarlo Sperlí
Improving graph embeddings via entity linking: A case study on Italian clinical notes. Intell. Syst. Appl. 17 (2023)
Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlí
COVID-19 Sentiment Analysis Based on Tweets. IEEE Intell. Syst. 38 (3) (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)
Vincenzo Moscato, Giancarlo Sperlì
A benchmark of credit score prediction using Machine Learning. Ital-IA (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)
Marco De Luca, Anna Rita Fasolino, Antonino Ferraro, Vincenzo Moscato, Giancarlo Sperlí, Porfirio Tramontana
A community detection approach based on network representation learning for repository mining. Expert Syst. Appl. 231 (2023)
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)
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)
Valerio La Gatta, Vincenzo Moscato, Mirko Pennone, Marco Postiglione, Giancarlo Sperlí
Music Recommendation via Hypergraph Embedding. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Adam Przybylek, Aleksandra Karpus, Allel Hadjali, Anton Dignös, Carmem S. Hara, Danae Pla Karidi, Ester Zumpano, Fabio Persia, Genoveva Vargas-Solar, George Papastefanatos, Giancarlo Sperlì, Giorgos Giannopoulos, Ivan Lukovic, Julien Aligon, Manolis Terrovitis, Marek Grzegorowski, Mariella Bonomo, Mirian Halfeld Ferrari Alves, Nicolas Labroche, Paul Monsarrat, Richard Chbeir, Sana Sellami, Seshu Tirupathi, Simona E. Rombo, Slavica Kordic, Sonja Ristic, Tommaso Di Noia, Torben Bach Pedersen, Vincenzo Moscato
Databases and Information Systems: Contributions from ADBIS 2023 Workshops and Doctoral Consortium. ADBIS (Short Papers) (2023)
Tanmoy Chakraborty, Valerio La Gatta, Vincenzo Moscato, Giancarlo Sperlì
Information retrieval algorithms and neural ranking models to detect previously fact-checked information. Neurocomputing 557 (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)
Alessandro Barducci, Simone Iannaccone, Valerio La Gatta, Vincenzo Moscato, Giancarlo Sperlì, Sergio Zavota
An end-to-end framework for information extraction from Italian resumes. Expert Syst. Appl. 210 (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)
Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì
Biomedical Spanish Language Models for entity recognition and linking at BioASQ DisTEMIST. CLEF (Working Notes) (2022)
Christian Esposito, Giancarlo Sperlì, Vincenzo Moscato, Zhongliang Zhao
On Attacks To Federated Learning and a Blockchain-empowered Protection. CCNC (2022)
Michele Delli Veneri, Stefano Cavuoti, Roberto Abbruzzese, Massimo Brescia, Giancarlo Sperlì, Vincenzo Moscato, Giuseppe Longo
HyCASTLE: A Hybrid ClAssification System based on Typicality, Labels and Entropy. Knowl. Based Syst. 244 (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)
Vincenzo Moscato, Giancarlo Sperlì
Community detection over feature-rich information networks: An eHealth case study. Inf. Syst. 109 (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)
Christian Esposito, Vincenzo Moscato, Giancarlo Sperlí
Trustworthiness Assessment of Users in Social Reviewing Systems. IEEE Trans. Syst. Man Cybern. Syst. 52 (1) (2022)
Antonio Galli, Elio Masciari, Vincenzo Moscato, Giancarlo Sperlí
A comprehensive Benchmark for fake news detection. J. Intell. Inf. Syst. 59 (1) (2022)
Ilaria Bartolini, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Andrea Vignali
COSINER: COntext SImilarity data augmentation for Named Entity Recognition. SISAP (2022)
Vincenzo Moscato, Giancarlo Sperlì
A novel influence diffusion model under temporal and content constraints on Business Social Network. Telematics Informatics 68 (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)
Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì
PASTLE: Pivot-aided space transformation for local explanations. Pattern Recognit. Lett. 149 (2021)
Flora Amato, Giovanni Cozzolino, Francesco Moscato, Vincenzo Moscato, Fatos Xhafa
A Model for Verification and Validation of Law Compliance of Smart Contracts in IoT Environment. IEEE Trans. Ind. Informatics 17 (11) (2021)
Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì
An Epidemiological Neural Network Exploiting Dynamic Graph Structured Data Applied to the COVID-19 Outbreak. IEEE Trans. Big Data 7 (1) (2021)
Marcello Cinque, Raffaele Della Corte, Vincenzo Moscato, Giancarlo Sperlì
A graph-based approach to detect unexplained sequences in a log. Expert Syst. Appl. 171 (2021)
Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
A benchmark of machine learning approaches for credit score prediction. Expert Syst. Appl. 165 (2021)
Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlí
An Emotional Recommender System for Music. IEEE Intell. Syst. 36 (5) (2021)
Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlí
DICO: A Graph-DB Framework for Community Detection on Big Scholarly Data. IEEE Trans. Emerg. Top. Comput. 9 (4) (2021)
Rocco Di Girolamo, Christian Esposito, Vincenzo Moscato, Giancarlo Sperlì
Evolutionary game theoretical on-line event detection over tweet streams. Knowl. Based Syst. 211 (2021)
Flora Amato, Francesco Moscato, Vincenzo Moscato, Giancarlo Sperlì
Smart Conversational User Interface for recommending Cultural Heritage Points of Interest (Discussion Paper). SEBD (2021)
Vincenzo Moscato, Giancarlo Sperlì
A survey about community detection over On-line Social and Heterogeneous Information Networks. Knowl. Based Syst. 224 (2021)
Aniello Castiglione, Giovanni Cozzolino, Francesco Moscato, Vincenzo Moscato
Cognitive Analysis in Social Networks for Viral Marketing. IEEE Trans. Ind. Informatics 17 (9) (2021)
Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì
Few-shot Named Entity Recognition with Cloze Questions. CoRR (2021)
Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì
CASTLE: Cluster-aided space transformation for local explanations. Expert Syst. Appl. 179 (2021)
Flora Amato, Giovanni Cozzolino, Francesco Moscato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Privacy-aware design for E-Health Information Systems. SEBD (2020)
Angelo Chianese, Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Some experiments on Deep Learning for Fake News Detection. SEBD (2020)
Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Detecting fake news by image analysis. IDEAS (2020)
Flora Amato, Francesco Moscato, Vincenzo Moscato, Francesco Pascale, Antonio Picariello
An agent-based approach for recommending cultural tours. Pattern Recognit. Lett. 131 (2020)
Roberto Canonico, Giovanni Cozzolino, Antonino Ferraro, Vincenzo Moscato, Antonio Picariello, Fabio Raimondo Sorrentino, Giancarlo Sperlì
A Smart ChatBot for Specialist Domains. AINA Workshops (2020)
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)
Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Vincenzo Moscato, Carlo Sansone
Developing a Smart PACS: CBIR System Using Deep Learning. ICPR Workshops (2) (2020)
Christian Esposito, Vincenzo Moscato, Giancarlo Sperlì, Chang Choi
Summarizing social media content via bio-inspired influence maximization algorithms. SMA (2020)
Antonio Galli, Stefano Marrone, Vincenzo Moscato, Carlo Sansone
Reliability of eXplainable Artificial Intelligence in Adversarial Perturbation Scenarios. ICPR Workshops (3) (2020)
Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
A Deep Learning Approach to Fake News Detection. ISMIS (2020)
Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Leveraging Machine Learning for Fake News Detection. DATA (2020)
Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello
A tool for exploring networks of computer scientists as a graph. SAC (2019)
Aniello Castiglione, Giovanni Cozzolino, Vincenzo Moscato, Giancarlo Sperlì
Analysis of Community In Social Networks Based on Game Theory. DASC/PiCom/DataCom/CyberSciTech (2019)
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) (2019)
Alessandra Amato, Giovanni Cozzolino, Vincenzo Moscato
Big Data Analytics for Traceability in Food Supply Chain. AINA Workshops (2019)
Flora Amato, Giovanni Cozzolino, Vincenzo Moscato, Francesco Moscato
Analyse digital forensic evidences through a semantic-based methodology and NLP techniques. Future Gener. Comput. Syst. 98 (2019)
Antonio Galli, Michela Gravina, Vincenzo Moscato, Antonio Picariello, Carlo Sansone, Giancarlo Sperlì
A Business Reputation Methodology Using Social Network Analysis. I-SPAN (2019)
Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì, Alfredo Cuzzocrea
Querying Influence Graphs over Online Social Networks Effectively and Efficiently. SEBD (2019)
Flora Amato, Francesco Moscato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Summarizing Social Media Content for Multimedia Stories Creation. SEBD (2019)
Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Extreme events management using multimedia social networks. Future Gener. Comput. Syst. 94 (2019)
Flora Amato, Vincenzo Moscato, Antonio Picariello, Francesco Piccialli
SOS: A multimedia recommender System for Online Social networks. Future Gener. Comput. Syst. 93 (2019)
Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Community detection based on Game Theory. Eng. Appl. Artif. Intell. 85 (2019)
Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
A Tool for Researchers: Querying Big Scholarly Data Through Graph Databases. ECML/PKDD (3) (2019)
Xin Su, Giancarlo Sperlì, Vincenzo Moscato, Antonio Picariello, Christian Esposito, Chang Choi
An Edge Intelligence Empowered Recommender System Enabling Cultural Heritage Applications. IEEE Trans. Ind. Informatics 15 (7) (2019)
Fabio Cozzolino, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
A Community Detection Approach for Smart-Phone Addiction Recognition. DATA (2019)
Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
An Hypergraph Data Model for Expert Finding in Multimedia Social Networks. GbRPR (2019)
Alfredo Cuzzocrea, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Querying and Learning OSN Graphs for Advanced Viral Marketing Applications. ICCBDC (2019)
Flora Amato, Giovanni Cozzolino, Francesco Moscato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Data Mining in Social Network. IIMSS (2018)
Giancarlo Sperlì, Flora Amato, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello
A Social Media Recommender System. Int. J. Multim. Data Eng. Manag. 9 (1) (2018)
Flora Amato, Leonard Barolli, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Strategies for Social Networks Modeling. AINA Workshops (2018)
Francesco Gargiulo, Antonio Picariello, Vincenzo Moscato
An Efficient Decentralized Multidimensional Data Index: A Proposal. DATA (2018)
Flora Amato, Vincenzo Moscato, Antonio Picariello, Francesco Piccialli, Giancarlo Sperlì
Centrality in heterogeneous social networks for lurkers detection: An approach based on hypergraphs. Concurr. Comput. Pract. Exp. 30 (3) (2018)
Mirko Cesarini, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello
GraphDBLP Released: Querying the Computer Scientists Network as a Graph. SEBD (2018)
Flora Amato, Francesco Moscato, Vincenzo Moscato, Francesco Colace
Improving security in cloud by formal modeling of IaaS resources. Future Gener. Comput. Syst. 87 (2018)
Mario Mezzanzanica, Fabio Mercorio, Mirko Cesarini, Vincenzo Moscato, Antonio Picariello
GraphDBLP: a system for analysing networks of computer scientists through graph databases - GraphDBLP. Multim. Tools Appl. 77 (14) (2018)
Flora Amato, Aniello Castiglione, Fabio Mercorio, Mario Mezzanzanica, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Multimedia story creation on social networks. Future Gener. Comput. Syst. 86 (2018)
Flora Amato, Aniello Castiglione, Aniello De Santo, Vincenzo Moscato, Antonio Picariello, Fabio Persia, Giancarlo Sperlì
Recognizing human behaviours in online social networks. Comput. Secur. 74 (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Vincenzo Moscato