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Fabio Giampaolo

University of Naples Federico II

21H指数
70论文数
3.5K被引数
收录论文 28
发表时间
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MAKES-QA: A multi-agent framework for knowledge graph construction and enrichment over scientific literature for question answeringMAKES-QA：一个用于基于科学文献构建和丰富知识图谱以支持问答的多智能体框架
errExpert Systems with Applications
IF7.5
err2026-03-21
err0
errOAAI
errAnna Borrelli; Valentina De Angelis; Stefano Izzo; Fabio Giampaolo; Francesco Piccialli
err分享
err收藏
Towards one-shot federated learning: Advances, challenges, and future directions面向单次联邦学习：进展、挑战与未来方向
errNeurocomputing
IF6.5
err2025-11-14
err0
errOAAI
errFlora Amato; Lingyu Qiu; Mohammad Tanveer; Salvatore Cuomo; Daniela Annunziata; Fabio Giampaolo; Francesco Piccialli
err分享
err收藏
Automated Ultra-Fast 13C NMR Analysis of Polyolefin Materials自动化超快速¹³C NMR对聚烯烃材料的分析
errANALYTICAL CHEMISTRY
IF6.7
err2025-01-21
err1
PREAI
errGiampaolo, Fabio; Cipullo, Roberta; Cuomo, Salvatore; Piccialli, Francesco; Busico, Vincenzo
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
Deep learning forecasting of large induced earthquakes via precursory signals (Vol 14, 2964, 2024)
errSCIENTIFIC REPORTS
IF3.9
err2024-04-22
err0
errOAAI
errConvertito, Vincenzo; Giampaolo, Fabio; Amoroso, Ortensia; Piccialli, Francesco
err分享
err收藏
Deep learning forecasting of large induced earthquakes via precursory signals
errSCIENTIFIC REPORTS
IF3.9
err2024-02-05
err3
errOAAI
errConvertito, Vincenzo; Giampaolo, Fabio; Amoroso, Ortensia; Piccialli, Francesco
err分享
err收藏
ENCODE- Ensemble neural combination for optimal dimensionality encoding in time-series forecasting
errINFORMATION FUSION
IF15.5
err2023-12-01
err4
errOAAI
errGiampaolo, Fabio; Gatta, Federico; Prezioso, Edoardo; Cuomo, Salvatore; Zhou, Mengchu; Fortino, Giancarlo; Piccialli, Francesco
err分享
err收藏
Insight Extraction From E-Health Bookings by Means of Hypergraph and Machine Learning
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-10-01
err1
PREAI
errdi Cola, Vincenzo Schiano; Chiaro, Diletta; Prezioso, Edoardo; Izzo, Stefano; Giampaolo, Fabio
err分享
err收藏
FL-Enhance: A federated learning framework for balancing non-IID data with augmented and shared compressed samplesFL-增强: 一个联邦学习框架，用于平衡非IID数据与增强和共享压缩样本
errINFORMATION FUSION
IF15.5
err2023-10-01
err9
PREAI
errChiaro, Diletta; Prezioso, Edoardo; Ianni, Michele; Giampaolo, Fabio
err分享
err收藏
Meshless methods for American option pricing through Physics-Informed Neural Networks
errENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS
IF4.1
err2023-06-01
err8
errOAAI
errGatta, Federico; Di Cola, Vincenzo Schiano; Giampaolo, Fabio; Piccialli, Francesco; Cuomo, Salvatore
err分享
err收藏
Machine Learning Insights for Behavioral Data Analysis Supporting the Autonomous Vehicles Scenario
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2023-02-15
err9
PREAI
errPrezioso, Edoardo; Giampaolo, Fabio; Mazzocca, Carlo; Bujari, Armir; Mele, Valeria; Amato, Flora
err分享
err收藏
Guest Editorial: Scientific and Physics-Informed Machine Learning for Industrial Applications客座社论: 面向工业应用的科学和物理信息机器学习
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2023-02-01
err3
PREAI
errPiccialli, Francesco; Giampaolo, Fabio; Camacho, David; Mei, Gang
err分享
err收藏
Predictive Medicine for Salivary Gland Tumours Identification Through Deep Learning
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2022-10-01
err19
PREAI
errPrezioso, Edoardo; Izzo, Stefano; Giampaolo, Fabio; Piccialli, Francesco; Dell'Aversana Orabona, Giovanni; Cuocolo, Renato; Abbate, Vincenzo; Ugga, Lorenzo; Califano, Luigi
err分享
err收藏
Predictive maintenance for offshore oil wells by means of deep learning features extraction
errEXPERT SYSTEMS
IF2.3
err2022-08-25
err10
errOAAI
errGatta, Federico; Giampaolo, Fabio; Chiaro, Diletta; Piccialli, Francesco
err分享
err收藏
Explainable framework for Glaucoma diagnosis by image processing and convolutional neural network synergy: Analysis with doctor evaluation通过图像处理和卷积神经网络协同作用进行青光眼诊断的可解释框架: 与医生评估的分析
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2022-04-01
err42
PREAI
errDeperlioglu, Omer; Kose, Utku; Gupta, Deepak; Khanna, Ashish; Giampaolo, Fabio; Fortino, Giancarlo
err分享
err收藏
An unsupervised learning framework for marketneutral portfolio
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-04-01
err4
PREAI
errCuomo, Salvatore; Gatta, Federico; Giampaolo, Fabio; Iorio, Carmela; Piccialli, Francesco
err分享
err收藏
A machine learning-enhanced biosensor for mercury detection based on an hydrophobin chimera
errBIOSENSORS & BIOELECTRONICS
IF10.5
err2022-01-01
err32
errOAAI
errPennacchio, Anna; Giampaolo, Fabio; Piccialli, Francesco; Cuomo, Salvatore; Notomista, Eugenio; Spinelli, Michele; Amoresano, Angela; Piscitelli, Alessandra; Giardina, Paola
err分享
err收藏
Artificial intelligence and healthcare: Forecasting of medical bookings through multi-source time-series fusion人工智能和医疗保健: 通过多源时间序列融合预测医疗预订
errINFORMATION FUSION
IF15.5
err2021-10-01
err33
PREAI
errPiccialli, Francesco; Giampaolo, Fabio; Prezioso, Edoardo; Camacho, David; Acampora, Giovanni
err分享
err收藏
A robust ensemble technique in forecasting workload of local healthcare departments
errNEUROCOMPUTING
IF6.5
err2021-07-01
err4
PREAI
errPiccialli, Francesco; Giampaolo, Fabio; Salvi, Alessandro; Cuomo, Salvatore
err分享
err收藏

研究方向

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