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Giancarlo Sperlì

Giancarlo Sperlí

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affiliation: University of Naples Federico II, Department of Electrical Engineering and Information Technology (DIETI), Italy

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2017
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Giancarlo Sperlì:
Multimedia Social Networks. University of Naples Federico II, Italy, 2017

Journal Articles

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2025
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Fausto Ricchiuti, Giancarlo Sperlí:
An Advisor Neural Network framework using LSTM-based Informative Stock Analysis. Expert Syst. Appl. 259: 125299 (2025)
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Valerio La Gatta, Giancarlo Sperlì, Luigi De Cegli, Vincenzo Moscato:
From single-task to multi-task: Unveiling the dynamics of knowledge transfers in disinformation detection. Inf. Sci. 696: 121735 (2025)
2024
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Vincenzo Carandente, Giancarlo Sperlí:
Harnessing Cognitively Inspired Predictive Models to Improve Investment Decision-Making. Cogn. Comput. 16(3): 1237-1252 (2024)
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Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì:
An eXplainable Artificial Intelligence Methodology on Big Data Architecture. Cogn. Comput. 16(5): 2642-2659 (2024)
[j57]
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Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì:
Explainability in AI-based behavioral malware detection systems. Comput. Secur. 141: 103842 (2024)
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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: 124292 (2024)
[j55]
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Biagio Grasso, Valerio La Gatta, Vincenzo Moscato, Giancarlo Sperlì:
KERMIT: Knowledge-EmpoweRed Model In harmful meme deTection. Inf. Fusion 106: 102269 (2024)
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Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Andrea Vignali:
ALDANER: Active Learning based Data Augmentation for Named Entity Recognition. Knowl. Based Syst. 305: 112682 (2024)
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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)
2023
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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)
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Vincenzo Moscato, Giuseppe Napolano, Marco Postiglione, Giancarlo Sperlì:
Multi-task learning for few-shot biomedical relation extraction. Artif. Intell. Rev. 56(11): 13743-13763 (2023)
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Christian Esposito, Vincenzo Moscato, Giancarlo Sperlì:
Detecting malicious reviews and users affecting social reviewing systems: A survey. Comput. Secur. 133: 103407 (2023)
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Roberto Canonico, Giancarlo Sperlì:
Industrial cyber-physical systems protection: A methodological review. Comput. Secur. 135: 103531 (2023)
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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: 120597 (2023)
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Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlí:
COVID-19 Sentiment Analysis Based on Tweets. IEEE Intell. Syst. 38(3): 51-55 (2023)
[j46]
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Tanmoy Chakraborty, Valerio La Gatta, Vincenzo Moscato, Giancarlo Sperlì:
Information retrieval algorithms and neural ranking models to detect previously fact-checked information. Neurocomputing 557: 126680 (2023)
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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: 102291 (2023)
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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: 200161 (2023)
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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): 2251-2280 (2023)
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Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlí:
Few-shot Named Entity Recognition: Definition, Taxonomy and Research Directions. ACM Trans. Intell. Syst. Technol. 14(5): 94:1-94:46 (2023)
[j41]
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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): 2512-2523 (2023)
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Valerio La Gatta, Vincenzo Moscato, Mirko Pennone, Marco Postiglione, Giancarlo Sperlí:
Music Recommendation via Hypergraph Embedding. IEEE Trans. Neural Networks Learn. Syst. 34(10): 7887-7899 (2023)
2022
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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)
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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)
[j37]
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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: 118487 (2022)
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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)
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Carlo Sansone, Giancarlo Sperlí:
Legal Information Retrieval systems: State-of-the-art and open issues. Inf. Syst. 106: 101967 (2022)
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Vincenzo Moscato, Giancarlo Sperlì:
Community detection over feature-rich information networks: An eHealth case study. Inf. Syst. 109: 102092 (2022)
[j33]
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Antonio Galli, Elio Masciari, Vincenzo Moscato, Giancarlo Sperlí:
A comprehensive Benchmark for fake news detection. J. Intell. Inf. Syst. 59(1): 237-261 (2022)
[j32]
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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: 108566 (2022)
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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)
[j30]
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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): 2428-2441 (2022)
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Vincenzo Moscato, Giancarlo Sperlì:
A novel influence diffusion model under temporal and content constraints on Business Social Network. Telematics Informatics 68: 101768 (2022)
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Christian Esposito, Vincenzo Moscato, Giancarlo Sperlí:
Trustworthiness Assessment of Users in Social Reviewing Systems. IEEE Trans. Syst. Man Cybern. Syst. 52(1): 151-165 (2022)
2021
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Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
A benchmark of machine learning approaches for credit score prediction. Expert Syst. Appl. 165: 113986 (2021)
[j26]
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Marcello Cinque, Raffaele Della Corte, Vincenzo Moscato, Giancarlo Sperlì:
A graph-based approach to detect unexplained sequences in a log. Expert Syst. Appl. 171: 114556 (2021)
[j25]
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Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì:
CASTLE: Cluster-aided space transformation for local explanations. Expert Syst. Appl. 179: 115045 (2021)
[j24]
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Giancarlo Sperlí:
A cultural heritage framework using a Deep Learning based Chatbot for supporting tourist journey. Expert Syst. Appl. 183: 115277 (2021)
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Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlí:
An Emotional Recommender System for Music. IEEE Intell. Syst. 36(5): 57-68 (2021)
[j22]
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Michele Ianni, Elio Masciari, Giancarlo Sperlí:
A survey of Big Data dimensions vs Social Networks analysis. J. Intell. Inf. Syst. 57(1): 73-100 (2021)
[j21]
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Rocco Di Girolamo, Christian Esposito, Vincenzo Moscato, Giancarlo Sperlì:
Evolutionary game theoretical on-line event detection over tweet streams. Knowl. Based Syst. 211: 106563 (2021)
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Vincenzo Moscato, Giancarlo Sperlì:
A survey about community detection over On-line Social and Heterogeneous Information Networks. Knowl. Based Syst. 224: 107112 (2021)
[j19]
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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)
[j18]
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Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì:
PASTLE: Pivot-aided space transformation for local explanations. Pattern Recognit. Lett. 149: 67-74 (2021)
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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): 45-55 (2021)
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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): 518-533 (2021)
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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): 1987-2003 (2021)
2020
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Alberto Petrillo, Antonio Picariello, Stefania Santini, Biagio Scarciello, Giancarlo Sperlì:
Model-based vehicular prognostics framework using Big Data architecture. Comput. Ind. 115: 103177 (2020)
2019
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Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Community detection based on Game Theory. Eng. Appl. Artif. Intell. 85: 773-782 (2019)
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Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Extreme events management using multimedia social networks. Future Gener. Comput. Syst. 94: 444-452 (2019)
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Flora Amato, Giovanni Cozzolino, Giancarlo Sperlì:
A Hypergraph Data Model for Expert-Finding in Multimedia Social Networks. Inf. 10(6): 183 (2019)
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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): 4266-4275 (2019)
2018
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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: 355-370 (2018)
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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)
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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: 412-420 (2018)
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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: 98-109 (2018)
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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): 36-50 (2018)
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Flora Amato, Aniello Castiglione, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Multimedia summarization using social media content. Multim. Tools Appl. 77(14): 17803-17827 (2018)
2017
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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): 1630006:1-1630006:6 (2017)
2016
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Giancarlo Sperlì, Flora Amato, Vincenzo Moscato, Antonio Picariello:
Multimedia Social Network Modeling using Hypergraphs. Int. J. Multim. Data Eng. Manag. 7(3): 53-77 (2016)
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Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlí:
Recommender Systems and Social Networks: an application in Cultural Heritage. J. Vis. Lang. Sentient Syst. 2 (2016)

Conference and Workshop Papers

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2024
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Giancarlo Sperlì, Andrea Vignali:
Anomaly Detection in Cyber-Physical Systems: A Case Study on Pump Health Monitoring. ICASSP Workshops 2024: 361-364
[c65]
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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
[c64]
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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
[c63]
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Ilaria Bartolini, Angelo Chianese, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlí, Andrea Vignali:
Named Entity Recognition using context similarity data augmentation. SEBD 2024: 331-338
[c62]
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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
2023
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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: 293-311
[c60]
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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
[c59]
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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: 112-117
[c58]
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Vincenzo Moscato, Giancarlo Sperlì:
A benchmark of credit score prediction using Machine Learning. Ital-IA 2023: 495-499
[c57]
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Vincenzo Moscato, Marco Postiglione, Guido Secondulfo, Giancarlo Sperlí, Andrea Vignali:
Learning How To Augment Data: An Application To Biomedical NER. KDH@IJCAI 2023
[c56]
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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
[c55]
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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
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Christian Esposito, Giancarlo Sperlì, Vincenzo Moscato, Zhongliang Zhao:
On Attacks To Federated Learning and a Blockchain-empowered Protection. CCNC 2022: 1-6
[c53]
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Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì:
Biomedical Spanish Language Models for entity recognition and linking at BioASQ DisTEMIST. CLEF (Working Notes) 2022: 315-324
[c52]
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Flora Amato, Antonino Ferraro, Antonio Galli, Francesco Moscato, Vincenzo Moscato, Giancarlo Sperlì:
Credit Score Prediction Relying on Machine Learning. SEBD 2022: 546-553
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Ilaria Bartolini, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Andrea Vignali:
COSINER: COntext SImilarity data augmentation for Named Entity Recognition. SISAP 2022: 11-24
[c50]
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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
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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
[c48]
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Flora Amato, Francesco Moscato, Vincenzo Moscato, Giancarlo Sperlì:
Smart Conversational User Interface for recommending Cultural Heritage Points of Interest (Discussion Paper). SEBD 2021: 522-530
2020
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Roberto Canonico, Giovanni Cozzolino, Antonino Ferraro, Vincenzo Moscato, Antonio Picariello, Fabio Raimondo Sorrentino, Giancarlo Sperlì:
A Smart ChatBot for Specialist Domains. AINA Workshops 2020: 1003-1010
[c46]
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Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Leveraging Machine Learning for Fake News Detection. DATA 2020: 151-157
[c45]
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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
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Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì, Aniello De Santo:
An Explainable Artificial Intelligence Methodology for Hard Disk Fault Prediction. DEXA (1) 2020: 403-413
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Carlo Sansone, Giancarlo Sperlì:
A Survey About the Cyberbullying Problem on Social Media by Using Machine Learning Approaches. ICPR Workshops (7) 2020: 672-682
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Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Detecting fake news by image analysis. IDEAS 2020: 27:1-27:5
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Roberto Canonico, Giovanni Cozzolino, Giancarlo Sperlì:
Suggesting Cultural Heritage Points of Interest Through a Specialized Chatbot. INCoS 2020: 112-120
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Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
A Deep Learning Approach to Fake News Detection. ISMIS 2020: 113-122
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Giancarlo Sperlì:
A deep learning based chatbot for cultural heritage. SAC 2020: 935-937
[c38]
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Angelo Chianese, Elio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Some experiments on Deep Learning for Fake News Detection. SEBD 2020: 108-115
[c37]
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Flora Amato, Giovanni Cozzolino, Francesco Moscato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Privacy-aware design for E-Health Information Systems. SEBD 2020: 175-185
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Christian Esposito, Vincenzo Moscato, Giancarlo Sperlì, Chang Choi:
Summarizing social media content via bio-inspired influence maximization algorithms. SMA 2020: 485-491
2019
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Aniello Castiglione, Giovanni Cozzolino, Vincenzo Moscato, Giancarlo Sperlì:
Analysis of Community In Social Networks Based on Game Theory. DASC/PiCom/DataCom/CyberSciTech 2019: 619-626
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Fabio Cozzolino, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
A Community Detection Approach for Smart-Phone Addiction Recognition. DATA 2019: 53-64
[c33]
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Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
An Hypergraph Data Model for Expert Finding in Multimedia Social Networks. GbRPR 2019: 110-120
[c32]
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Alfredo Cuzzocrea, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Querying and Learning OSN Graphs for Advanced Viral Marketing Applications. ICCBDC 2019: 117-121
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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
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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: 760-763
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Giancarlo Sperlì:
A deep learning based community detection approach. SAC 2019: 1107-1110
[c28]
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Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì, Alfredo Cuzzocrea:
Querying Influence Graphs over Online Social Networks Effectively and Efficiently. SEBD 2019
[c27]
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Flora Amato, Francesco Moscato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Summarizing Social Media Content for Multimedia Stories Creation. SEBD 2019
2018
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Flora Amato, Leonard Barolli, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Strategies for Social Networks Modeling. AINA Workshops 2018: 681-686
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Flora Amato, Giovanni Cozzolino, Francesco Moscato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Data Mining in Social Network. IIMSS 2018: 53-63
2017
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Flora Amato, Giovanni Cozzolino, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
A Methodology for Social Networks Analysis and Mining. 3PGCIC 2017: 683-691
[c23]
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Flora Amato, Giovanni Cozzolino, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Automatic Personalization of Visiting Path Based on Users Behaviour. AINA Workshops 2017: 692-697
[c22]
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Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Diffusion Algorithms in Multimedia Social Networks: a preliminary model. ASONAM 2017: 844-851
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Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Recommendation in Social Media Networks. BigMM 2017: 213-216
[c20]
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Flora Amato, Aniello Castiglione, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Detection of Lurkers in Online Social Networks. CSS 2017: 1-15
[c19]
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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: 314-320
[c18]
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Giovanni Cozzolino, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì, Flora Amato:
Sentiment Analysis on yelp social network. DMSVLSS 2017: 94-101
[c17]
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Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Influence Maximization in Social Media Networks Using Hypergraphs. GPC 2017: 207-221
[c16]
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Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
A Recommender System for Multimedia Art Collections. IIMSS 2017: 200-209
[c15]
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Flora Amato, Francesco di Lillo, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Influence Analysis in Online Social Networks Using Hypergraphs. IRI 2017: 501-508
[c14]
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Flora Amato, Vincenzo Moscato, Antonio Picariello, Giovanni Ponti, Giancarlo Sperlì:
Influence Analysis in Business Social Media. MIDAS@PKDD/ECML 2017: 43-54
[c13]
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Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Knowledge-based access to art collections: the KIRA system. SEBD 2017: 82
[c12]
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Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
KIRA: A System for Knowledge-Based Access to Multimedia Art Collections. ICSC 2017: 338-343
2016
[c11]
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Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Modelling Multimedia Social Network for Topic Ranking. AINA Workshops 2016: 81-86
[c10]
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Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì, Flora Amato:
Recommender Systems and Social Networks: an application in Cultural Heritage. DMS 2016: 1-8
[c9]
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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: 577-586
[c8]
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Francesco Gargiulo, Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Nearest Query on Distributed Binary Trees Starting from a Random Node. KESW 2016: 257-271
[c7]
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Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Multimedia Social Network Modeling: A Proposal. ICSC 2016: 448-453
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Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Modeling User-Content Interaction in Multimedia Social Networks Using Hypergraphs. SITIS 2016: 343-350
2015
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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: 521-526
[c4]
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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: 344-353
[c3]
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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: 184-191
[c2]
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Fabio Persia, Daniela D'Auria, Giancarlo Sperlì, A. Tufano:
A Prototype for Anomaly Detection in Video Surveillance Context. SoMeT 2015: 517-528
2012
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Flora Amato, Angelo Chianese, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
SNOPS: a smart environment for cultural heritage applications. WIDM 2012: 49-56

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2019
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Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì:
Diffusion Algorithms in Multimedia Social Networks: A Novel Model. Influence and Behavior Analysis in Social Networks and Social Media 2019: 85-103
2014
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Massimiliano Albanese, Robert F. Erbacher, Sushil Jajodia, Cristian Molinaro, Fabio Persia, Antonio Picariello, Giancarlo Sperlì, V. S. Subrahmanian:
Recognizing Unexplained Behavior in Network Traffic. Network Science and Cybersecurity 2014: 39-62

Reference Works

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2019
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Giancarlo Sperlì:
Big Data and Recommendation. Encyclopedia of Big Data Technologies 2019

Informal and Other Publications

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2021
[i1]
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Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì:
Few-shot Named Entity Recognition with Cloze Questions. CoRR abs/2111.12421 (2021)

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