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Fabio Giampaolo
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Anno
A survey on deep learning in medicine: Why, how and when?
F Piccialli, V Di Somma, F Giampaolo, S Cuomo, G Fortino
Information Fusion 66, 111-137, 2021
1262021
Decision making in IoT environment through unsupervised learning
F Piccialli, G Casolla, S Cuomo, F Giampaolo, VS Di Cola
IEEE Intelligent Systems 35 (1), 27-35, 2019
522019
The role of artificial intelligence in fighting the COVID-19 pandemic
F Piccialli, VS Di Cola, F Giampaolo, S Cuomo
Information Systems Frontiers 23 (6), 1467-1497, 2021
462021
Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next
S Cuomo, VS Di Cola, F Giampaolo, G Rozza, M Raissi, F Piccialli
arXiv preprint arXiv:2201.05624, 2022
352022
Trust management and evaluation for edge intelligence in the Internet of Things
KN Qureshi, A Iftikhar, SN Bhatti, F Piccialli, F Giampaolo, G Jeon
Engineering Applications of Artificial Intelligence 94, 103756, 2020
322020
Detection of COVID-19 from CT scan images: A spiking neural network-based approach
A Garain, A Basu, F Giampaolo, JD Velasquez, R Sarkar
Neural Computing and Applications 33 (19), 12591-12604, 2021
262021
Designing an efficient parallel spectral clustering algorithm on multi-core processors in Julia
Z Huo, G Mei, G Casolla, F Giampaolo
Journal of Parallel and Distributed Computing 138, 211-221, 2020
122020
A machine learning-enhanced biosensor for mercury detection based on an hydrophobin chimera
A Pennacchio, F Giampaolo, F Piccialli, S Cuomo, E Notomista, M Spinelli, ...
Biosensors and Bioelectronics 196, 113696, 2022
112022
Artificial intelligence and healthcare: Forecasting of medical bookings through multi-source time-series fusion
F Piccialli, F Giampaolo, E Prezioso, D Camacho, G Acampora
Information Fusion 74, 1-16, 2021
112021
Explainable framework for Glaucoma diagnosis by image processing and convolutional neural network synergy: analysis with doctor evaluation
O Deperlioglu, U Kose, D Gupta, A Khanna, F Giampaolo, G Fortino
Future Generation Computer Systems 129, 152-169, 2022
102022
A deep learning approach for path prediction in a location-based IoT system
F Piccialli, F Giampaolo, G Casolla, VS Di Cola, K Li
Pervasive and Mobile Computing 66, 101210, 2020
102020
Path prediction in IoT systems through Markov Chain algorithm
F Piccialli, S Cuomo, F Giampaolo, G Casolla, VS Di Cola
Future Generation Computer Systems 109, 210-217, 2020
82020
Predictive analytics for smart parking: A deep learning approach in forecasting of iot data
F Piccialli, F Giampaolo, E Prezioso, D Crisci, S Cuomo
ACM Transactions on Internet Technology (TOIT) 21 (3), 1-21, 2021
62021
Unsupervised learning on multimedia data: a Cultural Heritage case study
F Piccialli, G Casolla, S Cuomo, F Giampaolo, E Prezioso, VS Di Cola
Multimedia Tools and Applications 79 (45), 34429-34442, 2020
32020
A robust ensemble technique in forecasting workload of local healthcare departments
F Piccialli, F Giampaolo, A Salvi, S Cuomo
Neurocomputing 444, 69-78, 2021
22021
Classification of urban functional zones through deep learning
S Izzo, E Prezioso, F Giampaolo, V Mele, V Di Somma, G Mei
Neural Computing and Applications 34 (9), 6973-6990, 2022
12022
Predictive Medicine for Salivary gland tumours identification through Deep Learning
E Prezioso, S Izzo, F Giampaolo, F Piccialli, GDA Orabona, R Cuocolo, ...
IEEE Journal of Biomedical and Health Informatics, 2021
12021
Machine Learning insights for behavioural data analysis supporting the Autonomous Vehicles scenario
E Prezioso, F Giampaolo, C Mazzocca, A Bujari, V Mele, F Amato
IEEE Internet of Things Journal, 2021
12021
Physics-informed neural networks approach for 1D and 2D Gray-Scott systems
F Giampaolo, M De Rosa, P Qi, S Izzo, S Cuomo
Advanced Modeling and Simulation in Engineering Sciences 9 (1), 1-17, 2022
2022
Predictive maintenance for offshore oil wells by means of deep learning features extraction
F Gatta, F Giampaolo, D Chiaro, F Piccialli
Expert Systems, e13128, 2022
2022
Il sistema al momento non pu eseguire l'operazione. Riprova pi tardi.
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