Giancarlo Sperlì

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 96

Top Venues

University of Naples Federico II, Italy (PHD)

Education History

University of Naples Federico II, Italy

PHD

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)
Simon Pietro Romano, Giancarlo Sperlì, Andrea Vignali
An NLP-based approach to assessing a company's maturity level in the digital era. Expert Syst. Appl. 252 (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)
Christian Esposito, Vincenzo Moscato, Giancarlo Sperlì
Detecting malicious reviews and users affecting social reviewing systems: A survey. Comput. Secur. 133 (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)
Roberto Canonico, Giancarlo Sperlì
Industrial cyber-physical systems protection: A methodological review. Comput. Secur. 135 (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)
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)
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)
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)
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)
Qian Han, Cristian Molinaro, Antonio Picariello, Giancarlo Sperlì, V. S. Subrahmanian, Yanhai Xiong
Generating Fake Documents Using Probabilistic Logic Graphs. IEEE Trans. Dependable Secur. Comput. 19 (4) (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)
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)
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)
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)
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)
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)
Tanmoy Chakraborty, Sushil Jajodia, Jonathan Katz, Antonio Picariello, Giancarlo Sperlì, V. S. Subrahmanian
A Fake Online Repository Generation Engine for Cyber Deception. IEEE Trans. Dependable Secur. Comput. 18 (2) (2021)
Roberto Canonico, Giovanni Cozzolino, Giancarlo Sperlì
Suggesting Cultural Heritage Points of Interest Through a Specialized Chatbot. INCoS (2020)
Flora Amato, Giovanni Cozzolino, Francesco Moscato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Privacy-aware design for E-Health Information Systems. SEBD (2020)
Carlo Sansone, Giancarlo Sperlì
A Survey About the Cyberbullying Problem on Social Media by Using Machine Learning Approaches. ICPR Workshops (7) (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)
Alberto Petrillo, Antonio Picariello, Stefania Santini, Biagio Scarciello, Giancarlo Sperlì
Model-based vehicular prognostics framework using Big Data architecture. Comput. Ind. 115 (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)
Giancarlo Sperlì
A deep learning based chatbot for cultural heritage. SAC (2020)
Antonino Ferraro, Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì
A novel approach for predictive maintenance combining GAF encoding strategies and deep networks. DependSys (2020)
Christian Esposito, Vincenzo Moscato, Giancarlo Sperlì, Chang Choi
Summarizing social media content via bio-inspired influence maximization algorithms. SMA (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)
Aniello Castiglione, Giovanni Cozzolino, Vincenzo Moscato, Giancarlo Sperlì
Analysis of Community In Social Networks Based on Game Theory. DASC/PiCom/DataCom/CyberSciTech (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)
Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Community detection based on Game Theory. Eng. Appl. Artif. Intell. 85 (2019)
Flora Amato, Giovanni Cozzolino, Giancarlo Sperlì
A Hypergraph Data Model for Expert-Finding in Multimedia Social Networks. Inf. 10 (6) (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)
Giancarlo Sperlì
A deep learning based community detection approach. SAC (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)
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)
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)
Valerio Persico, Antonio Pescapè, Antonio Picariello, Giancarlo Sperlì
Benchmarking big data architectures for social networks data processing using public cloud platforms. Future Gener. Comput. Syst. 89 (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)
Flora Amato, Aniello Castiglione, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Multimedia summarization using social media content. Multim. Tools Appl. 77 (14) (2018)
Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
A Recommender System for Multimedia Art Collections. IIMSS (2017)
Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Recommendation in Social Media Networks. BigMM (2017)
Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Influence Maximization in Social Media Networks Using Hypergraphs. GPC (2017)
Flora Amato, Vincenzo Moscato, Antonio Picariello, Giovanni Ponti, Giancarlo Sperlì
Influence Analysis in Business Social Media. MIDAS@PKDD/ECML (2017)
Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Diffusion Algorithms in Multimedia Social Networks: a preliminary model. ASONAM (2017)
Flora Amato, Giovanni Cozzolino, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Automatic Personalization of Visiting Path Based on Users Behaviour. AINA Workshops (2017)
Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì, Antonio d'Acierno, Antonio Penta
Semantic summarization of web news. Encycl. Semantic Comput. Robotic Intell. 1 (1) (2017)
Giovanni Cozzolino, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì, Flora Amato
Sentiment Analysis on yelp social network. DMSVLSS (2017)
Flora Amato, Giovanni Cozzolino, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
A Methodology for Social Networks Analysis and Mining. 3PGCIC (2017)
Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Knowledge-based access to art collections: the KIRA system. SEBD (2017)
Flora Amato, Francesco di Lillo, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Influence Analysis in Online Social Networks Using Hypergraphs. IRI (2017)
Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
KIRA: A System for Knowledge-Based Access to Multimedia Art Collections. ICSC (2017)
Flora Amato, Aniello Castiglione, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Detection of Lurkers in Online Social Networks. CSS (2017)
Flora Amato, Antonio Bosco, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
A Novel Influence Diffusion Model based on User Generated Content in Online Social Networks. DATA (2017)
Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Modelling Multimedia Social Network for Topic Ranking. AINA Workshops (2016)
Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì, Flora Amato
Recommender Systems and Social Networks: an application in Cultural Heritage. DMS (2016)
Giancarlo Sperlì, Flora Amato, Vincenzo Moscato, Antonio Picariello
Multimedia Social Network Modeling using Hypergraphs. Int. J. Multim. Data Eng. Manag. 7 (3) (2016)
Francesco Gargiulo, Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Nearest Query on Distributed Binary Trees Starting from a Random Node. KESW (2016)
Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Multimedia Social Network Modeling: A Proposal. ICSC (2016)
Flora Amato, Giovanni Cozzolino, Sergio Di Martino, Antonino Mazzeo, Vincenzo Moscato, Antonio Picariello, Sara Romano, Giancarlo Sperlì
Opinions Analysis in Social Networks for Cultural Heritage Applications. IIMSS (2016)
Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
Modeling User-Content Interaction in Multimedia Social Networks Using Hypergraphs. SITIS (2016)
Flora Amato, Aniello De Santo, Vincenzo Moscato, Antonio Picariello, D. Serpico, Giancarlo Sperlì
A Lexicon-Grammar Based Methodology for Ontology Population for e-Health Applications. CISIS (2015)
Flora Amato, Aniello De Santo, Francesco Gargiulo, Vincenzo Moscato, Fabio Persia, Antonio Picariello, Giancarlo Sperlì
A Novel Approach to Query Expansion based on Semantic Similarity Measures. DATA (2015)
Fabio Persia, Daniela D'Auria, Giancarlo Sperlì, A. Tufano
A Prototype for Anomaly Detection in Video Surveillance Context. SoMeT (2015)
Flora Amato, Aniello De Santo, Vincenzo Moscato, Fabio Persia, Antonio Picariello, Silvestro Roberto Poccia, Giancarlo Sperlì
A structure-based approach for ontology partitioning. SEBD (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Giancarlo Sperlì