Gianluca Maguolo

发表

Data Augmentation for Building an Ensemble of Convolutional Neural Networks

Loris Nanni, Sheryl Brahnam, Gianluca Maguolo, 2019, Innovation in Medicine and Healthcare Systems, and Multimedia.

Research on insect pest image detection and recognition based on bio-inspired methods

Loris Nanni, Gianluca Maguolo, Fabio Pancino, 2019, Ecol. Informatics.

Stochastic Activation Function Layers for Convolutional Neural Networks

Loris Nanni, Alessandra Lumini, Stefano Ghidoni, 2020 .

Animal Sound Classification Using Dissimilarity Spaces

Loris Nanni, Alessandra Lumini, Sheryl Brahnam, 2020, Applied Sciences.

Stochastic Selection of Activation Layers for Convolutional Neural Networks

Loris Nanni, Alessandra Lumini, Stefano Ghidoni, 2020, Sensors.

An Ensemble of Convolutional Neural Networks for Audio Classification pdf

Loris Nanni, Sheryl Brahnam, Michelangelo Paci, 2020, ArXiv.

General Purpose (GenP) Bioimage Ensemble of Handcrafted and Learned Features with Data Augmentation pdf

Loris Nanni, Stefano Ghidoni, Sheryl Brahnam, 2019, ArXiv.

Correction to: The High-Order Mixed Mimetic Finite Difference Method for Time-Dependent Diffusion Problems

Gianmarco Manzini, Mario Putti, Gianluca Maguolo, 2019, Journal of Scientific Computing.

Audiogmenter: a MATLAB Toolbox for Audio Data Augmentation pdf

Loris Nanni, Michelangelo Paci, Gianluca Maguolo, 2019, Applied Computing and Informatics.

Deep learning for Plankton and Coral Classification pdf

Loris Nanni, Alessandra Lumini, Gianluca Maguolo, 2019, Applied Computing and Informatics.

Ensemble of Convolutional Neural Networks Trained with Different Activation Functions

Loris Nanni, Stefano Ghidoni, Gianluca Maguolo, 2019, Expert Syst. Appl..

Correction to: The High-Order Mixed Mimetic Finite Difference Method for Time-Dependent Diffusion Problems

Gianmarco Manzini, Mario Putti, Gianluca Maguolo, 2019, J. Sci. Comput..

Data augmentation approaches for improving animal audio classification pdf

Loris Nanni, Michelangelo Paci, Gianluca Maguolo, 2020, Ecol. Informatics.

Deep learning for actinic keratosis classification

Loris Nanni, Stefano Ghidoni, Michelangelo Paci, 2020 .

Anatomical Therapeutic Chemical Classification (ATC) With Multi-Label Learners and Deep Features

Loris Nanni, Sheryl Brahnam, Gianluca Maguolo, 2020, Int. J. Nat. Comput. Res..

Digital Recognition of Breast Cancer Using TakhisisNet: An Innovative Multi-Head Convolutional Neural Network for Classifying Breast Ultrasonic Images

Loris Nanni, Alessandra Lumini, Gianluca Maguolo, 2020 .

Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare pdf

Loris Nanni, Alessandra Lumini, Stefano Ghidoni, 2020, Cognitive and Soft Computing Techniques for the Analysis of Healthcare Data.

A critic evaluation of methods for COVID-19 automatic detection from X-ray images pdf

Loris Nanni, Gianluca Maguolo, L. Nanni, 2020, Information Fusion.

Image orientation detection by ensembles of Stochastic CNNs

Loris Nanni, Alessandra Lumini, Gianluca Maguolo, 2021 .

High performing ensemble of convolutional neural networks for insect pest image detection pdf

Loris Nanni, Alessandra Lumini, Sheryl Brahnam, 2021, Ecol. Informatics.

An Ensemble of Convolutional Neural Networks for Audio Classification pdf

Loris Nanni, Sheryl Brahnam, Gianluca Maguolo, 2020, Applied Sciences.

On the Importance of Passive Acoustic Monitoring Filters

Loris Nanni, Gianluca Maguolo, Yandre Costa, 2021, Journal of Marine Science and Engineering.

Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation pdf

Loris Nanni, Alessandra Lumini, Gianluca Maguolo, 2021, ArXiv.

Comparison of different convolutional neural network activation functions and methods for building ensembles pdf

Loris Nanni, Sheryl Brahnam, Gianluca Maguolo, 2021, ArXiv.

Ensembles of Convolutional Neural Networks with Different Activation Functions for Small to Medium-Sized Biomedical Datasets

Loris Nanni, Sheryl Brahnam, Gianluca Maguolo, 2021 .

Audiogmenter: a MATLAB Toolbox for Audio Data Augmentation pdf

Loris Nanni, Gianluca Maguolo, Michelangelo Paci, 2021, Applied Computing and Informatics.

Experiments of Image Classification Using Dissimilarity Spaces Built with Siamese Networks

Loris Nanni, Alessandra Lumini, Sheryl Brahnam, 2021, Sensors.