MAGUOLO, GIANLUCA
MAGUOLO, GIANLUCA
Università di Padova
Comparisons among different stochastic selections of activation layers for convolutional neural networks for health care
2022 Nanni, Loris; Lumini, Alessandra; Ghidoni, Stefano; Maguolo, Gianluca
High performing ensemble of convolutional neural networks for insect pest image detection
2022 Nanni, L.; Manfe, A.; Maguolo, G.; Lumini, A.; Brahnam, S.
Metodi per l'apprendimento di ensemble di reti neurali profonde.
2022 Maguolo, Gianluca
A critic evaluation of methods for COVID-19 automatic detection from X-ray images
2021 Maguolo, G.; Nanni, L.
An ensemble of convolutional neural networks for audio classification
2021 Nanni, Loris; Maguolo, Gianluca; Brahnam, Sheryl; Paci, Michelangelo.
Audiogmenter: a MATLAB toolbox for audio data augmentation
2021 Maguolo, G.; Paci, M.; Nanni, L.; Bonan, L.
Ensembles of Convolutional Neural Networks with Different Activation Functions for Small to Medium-Sized Biomedical Datasets
2021 Berno, Filippo; Nanni, Loris; Maguolo, Gianluca; Brahnam, Sheryl
Experiments of image classification using dissimilarity spaces built with siamese networks
2021 Nanni, L.; Minchio, G.; Brahnam, S.; Maguolo, G.; Lumini, A.
Image orientation detection by ensembles of Stochastic CNNs
2021 Lumini, Alessandra; Nanni, Loris; Scattolaro, Luca; Maguolo, Gianluca
On the importance of passive acoustic monitoring filters
2021 Aguiar, Rafael; Maguolo, Gianluca; Nanni, Loris; Costa, Yandre; Jr., Carlos Silla
Animal sound classification using dissimilarity spaces
2020 Nanni, L.; Brahnam, S.; Lumini, A.; Maguolo, G.
Data augmentation approaches for improving animal audio classification
2020 Nanni, Loris; Maguolo, Gianluca; Paci, Michelangelo
Deep Learning and Handcrafted Features for Virus Image Classification
2020 Nanni, Loris; De Luca, Eugenio; Facin, Marco Ludovico; Maguolo, Gianluca
Deep learning for plankton and coral classification
2020 Lumini, A.; Nanni, L.; Maguolo, G.
Ensemble of convolutional neural networks trained with different activation functions
2020 Maguolo, G.; Nanni, L.; Ghidoni, S.
Insect pest image detection and recognition based on bio-inspired methods
2020 Nanni, Loris; Maguolo, Gianluca; Pancino, Fabio
Stochastic selection of activation layers for convolutional neural networks
2020 Nanni, L.; Lumini, A.; Ghidoni, S.; Maguolo, G.
Data augmentation for building an ensemble of convolutional neural networks
2019 Nanni, Loris; Sheryl, Brahnam; Maguolo, Gianluca
Deep learning for actinic keratosis classification
2019 Nanni, Loris; Paci, Michelangelo; Maguolo, Gianluca; Ghidoni, Stefano
The High-Order Mixed Mimetic Finite Difference Method for Time-Dependent Diffusion Problems
2019 Manzini, G.; Maguolo, G.; Putti, M.