Fabio Giampaolo
Università degli Studi di Napoli Federico II
H-index: 13
Europe-Italy
Top articles of Fabio Giampaolo
A bacterial biosensor based on gold nanoparticles functionalized by a hydrophobin-chimera and combined with machine learning for user-friendly detection
Sensors and Actuators B: Chemical
2024/7/1
Fabio Giampaolo
H-Index: 5
Bartolomeo Della Ventura
H-Index: 16
Paola Giardina
H-Index: 26
Francesco Piccialli
H-Index: 25
Author Correction: Deep learning forecasting of large induced earthquakes via precursory signals
Scientific Reports
2024/4/22
Deep learning forecasting of induced earthquakes through the analysis of precursory signals
2024/3/7
Deep learning forecasting of large induced earthquakes via precursory signals
Scientific reports
2024/2/5
Predictive maintenance for offshore oil wells by means of deep learning features extraction
Expert Systems
2024/2
Fabio Giampaolo
H-Index: 5
Francesco Piccialli
H-Index: 25
Unsupervised Learning for Depth Estimation in Unstructured Environments
2023/12/15
ENCODE-Ensemble neural combination for optimal dimensionality encoding in time-series forecasting
Information Fusion
2023/12/1
A Privacy Preserving Service-Oriented Approach for Data Anonymization Through Deep Learning
2023/11/14
Graph Neural Networks in Emergency Management: A Case Study on Fire Call Assignment
2023/11/14
Fabio Giampaolo
H-Index: 5
Francesco Piccialli
H-Index: 25
Synthetic and Privacy-Preserving Traffic Trace Generation using Generative AI Models for Training Network Intrusion Detection Systems
Available at SSRN 4643250
2023/11/4
Giuseppe Aceto
H-Index: 4
Fabio Giampaolo
H-Index: 5
Francesco Piccialli
H-Index: 25
Edoardo Prezioso
H-Index: 1
Integrating Object Detection and Advanced Analytics for Smart City Crowd Management
2023/10/25
Prediction method and related system
2023/10/19
FL-Enhance: A federated learning framework for balancing non-IID data with augmented and shared compressed samples
Information Fusion
2023/10/1
Edoardo Prezioso
H-Index: 1
Fabio Giampaolo
H-Index: 5
Solving groundwater flow equation using physics-informed neural networks
Computers & Mathematics with Applications
2023/9/1
Real-Time Anonymization of Sensitive Personal Data Using a Service-Based Architecture
2023/7/2
Investigating random variations of the forward-forward algorithm for training neural networks
2023/6/18
Meshless methods for American option pricing through physics-informed neural networks
Engineering Analysis with Boundary Elements
2023/6/1
Vincenzo Schiano Di Cola
H-Index: 4
Fabio Giampaolo
H-Index: 5
Francesco Piccialli
H-Index: 25
Salvatore Cuomo
H-Index: 20
Statistical arbitrage in the stock markets by the means of multiple time horizons clustering
Neural Computing and Applications
2023/6
A blockchain-based secure Internet of medical things framework for stress detection
Information Sciences
2023/5/1
Fabio Giampaolo
H-Index: 5
Francesco Piccialli
H-Index: 25
Modelling the COVID-19 infection rate through a Physics-Informed learning approach
2023/3/1
Co-Authors
