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Francesco Piccialli

university of naples federico ii

47H-index
235Paper Count
9.0KCitation Count
Published Papers 96
Publication Date
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Graph-based federated learning for smart healthcare: A comprehensive survey
errFuture Generation Computer Systems
IF0
err2026-04-15
err0
errOAAI
errS.M. Asiful Huda; Marzia Canzaniello; Daniela Annunziata; Francesco Piccialli
errShare
errSave
MAKES-QA: A multi-agent framework for knowledge graph construction and enrichment over scientific literature for question answering
errExpert Systems with Applications
IF7.5
err2026-03-21
err0
errOAAI
errAnna Borrelli; Valentina De Angelis; Stefano Izzo; Fabio Giampaolo; Francesco Piccialli
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errSave
Federated continual learning meets digital twins: A survey on methods, intersections and perspectives
errNeurocomputing
IF6.5
err2026-03-19
err0
errOAAI
errMartina Savoia; Daniela Annunziata; Dipanwita Thakur; Giancarlo Fortino; Francesco Piccialli
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errSave
SAGE: Sustainable and green energy-aware client selection for federated learning in IoT
errApplied Energy
IF11
err2026-02-23
err0
errOAAI
errMartina Savoia; Ciro Della Bruna; Ciro D’Addio; Francesco Piccialli
errShare
errSave
FEDCOM: FEDerated Communication-Efficient Object Detection Model
errIEEE Wireless Communications
IF11.5
err2026-01-05
err0
PREAI
errFlora Amato; Ciro Della Bruna; Martina Savoia; Edoardo Prezioso; Francesco Piccialli
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errSave
Towards one-shot federated learning: Advances, challenges, and future directions
errNeurocomputing
IF6.5
err2025-11-14
err0
errOAAI
errFlora Amato; Lingyu Qiu; Mohammad Tanveer; Salvatore Cuomo; Daniela Annunziata; Fabio Giampaolo; Francesco Piccialli
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errSave
A digital twin framework for urban parking management and mobility forecasting
errNature Communications
IF15.7
err2025-10-23
err0
errOAAI
errFrancesco Piccialli; Sara Amitrano; Donato Cerciello; Anna Borrelli; Edoardo Prezioso; Marzia Canzaniello
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errSave
FLAMES—Federated Learning for Advanced MEdical Segmentation
errExpert Systems
IF2.3
err2025-06-24
err0
errOAAI
errMartina Savoia; Edoardo Prezioso; Francesco Piccialli
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errSave
Federated and edge learning for large language models
errINFORMATION FUSION
IF15.5
err2025-05-01
err0
errOAAI
errPiccialli, Francesco; Chiaro, Diletta; Qi, Pian; Bellandi, Valerio; Damiani, Ernesto
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errSave
On the Road to AIoT: A Framework for Vehicle Road Cooperation
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2025-03-01
err1
PREAI
errAnnunziata, Daniela; Chiaro, Diletta; Qi, Pian; Piccialli, Francesco
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errSave
Guest Editorial for the Special Issue on Federated Learning on the Edge: Challenges and Future Directions
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2025-02-01
err0
PREAI
errPiccialli, Francesco; Guzzo, Antonella; Camacho, David
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errSave
Automated Ultra-Fast 13C NMR Analysis of Polyolefin Materials
errANALYTICAL CHEMISTRY
IF6.7
err2025-01-21
err1
PREAI
errGiampaolo, Fabio; Cipullo, Roberta; Cuomo, Salvatore; Piccialli, Francesco; Busico, Vincenzo
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errSave
Small models, big impact: A review on the power of lightweight Federated Learning
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2025-01-01
err5
errOAAI
errQi, Pian; Chiaro, Diletta; Piccialli, Francesco
errShare
errSave
CAPTURE-Computational Analysis and Predictive Techniques for Urban Resource Efficiency
errEXPERT SYSTEMS
IF2.3
err2024-10-27
err0
errOAAI
errCanzaniello, Marzia; Izzo, Stefano; Chiaro, Diletta; Longo, Antonella; Piccialli, Francesco
errShare
errSave
Enhancing De Novo Drug Design across Multiple Therapeutic Targets with CVAE Generative Models
errACS OMEGA
IF4.3
err2024-10-18
err0
errOAAI
errRomanelli, Virgilio; Annunziata, Daniela; Cerchia, Carmen; Cerciello, Donato; Piccialli, Francesco; Lavecchia, Antonio
errShare
errSave
Synthetic and privacy-preserving traffic trace generation using generative AI models for training Network Intrusion Detection Systems
errJOURNAL OF NETWORK AND COMPUTER APPLICATIONS
IF8
err2024-09-01
err1
errOAAI
errAceto, Giuseppe; Giampaolo, Fabio; Guida, Ciro; Izzo, Stefano; Pescape, Antonio; Piccialli, Francesco; Prezioso, Edoardo
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errSave
Eco-FL: Enhancing Federated Learning sustainability in edge computing through energy-efficient client selection
errCOMPUTER COMMUNICATIONS
IF4.3
err2024-09-01
err0
errOAAI
errSavoia, Martina; Prezioso, Edoardo; Mele, Valeria; Piccialli, Francesco
errShare
errSave
A Deep Learning Approach Considering Image Background for Pneumonia Identification Using Explainable AI (XAI)
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2024-07-01
err6
PREAI
errYang, Yuting; Mei, Gang; Piccialli, Francesco
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errSave
A bacterial biosensor based on gold nanoparticles functionalized by a hydrophobin-chimera and combined with machine learning for user-friendly detection
errSENSORS AND ACTUATORS B-CHEMICAL
IF7.7
err2024-07-01
err5
errOAAI
errPennacchio, Anna; Giampaolo, Fabio; Cafaro, Valeria; Cicatiello, Paola; Della Ventura, Bartolomeo; Giardina, Paola; Rosanova, Rosario; Savoia, Martina; Velotta, Raffaele; Piccialli, Francesco; Piscitelli, Alessandra
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errSave
GRAPHITE - Generative Reasoning and Analysis for Predictive Handling in Traffic Efficiency
errINFORMATION FUSION
IF15.5
err2024-06-01
err1
errOAAI
errPiccialli, Francesco; Canzaniello, Marzia; Chiaro, Diletta; Izzo, Stefano; Qi, Pian
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errSave

Research Directions

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