Gianluca Maguolo

24 papers Journal 24

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	High performing ensemble of convolutional neural networks for insect pest image detection. Ecol. Informatics Loris Nanni, Alessandro Manfe, Gianluca Maguolo, Alessandra Lumini, Sheryl Brahnam
2021	J	`jnl`	A critic evaluation of methods for COVID-19 automatic detection from X-ray images. Inf. Fusion Gianluca Maguolo, Loris Nanni
2021	J	`jnl`	Comparison of different convolutional neural network activation functions and methods for building ensembles. CoRR Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci
2021	J	`jnl`	Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation. CoRR Alessandra Lumini, Loris Nanni, Gianluca Maguolo
2021	J	`jnl`	Ensemble of convolutional neural networks trained with different activation functions. Expert Syst. Appl. Gianluca Maguolo, Loris Nanni, Stefano Ghidoni
2021	J	`jnl`	Experiments of Image Classification Using Dissimilarity Spaces Built with Siamese Networks. Sensors Loris Nanni, Giovanni Minchio, Sheryl Brahnam, Gianluca Maguolo, Alessandra Lumini
2021	J	`jnl`	Exploiting Adam-like Optimization Algorithms to Improve the Performance of Convolutional Neural Networks. CoRR Loris Nanni, Gianluca Maguolo, Alessandra Lumini
2021	J	`jnl`	High performing ensemble of convolutional neural networks for insect pest image detection. CoRR Loris Nanni, Alessandro Manfe, Gianluca Maguolo, Alessandra Lumini, Sheryl Brahnam
2020	J	`jnl`	A Critic Evaluation of Methods for COVID-19 Automatic Detection from X-Ray Images. CoRR Gianluca Maguolo, Loris Nanni
2020	J	`jnl`	An Ensemble of Convolutional Neural Networks for Audio Classification. CoRR Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci
2020	J	`jnl`	Anatomical Therapeutic Chemical Classification (ATC) With Multi-Label Learners and Deep Features. Int. J. Nat. Comput. Res. Loris Nanni, Sheryl Brahnam, Gianluca Maguolo
2020	J	`jnl`	Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare. CoRR Loris Nanni, Alessandra Lumini, Stefano Ghidoni, Gianluca Maguolo
2020	J	`jnl`	Data augmentation approaches for improving animal audio classification. Ecol. Informatics Loris Nanni, Gianluca Maguolo, Michelangelo Paci
2020	J	`jnl`	Deep Learning and Handcrafted Features for Virus Image Classification. J. Imaging Loris Nanni, Eugenio De Luca, Marco Ludovico Facin, Gianluca Maguolo
2020	J	`jnl`	Insect pest image detection and recognition based on bio-inspired methods. Ecol. Informatics Loris Nanni, Gianluca Maguolo, Fabio Pancino
2020	J	`jnl`	Stochastic Selection of Activation Layers for Convolutional Neural Networks. Sensors Loris Nanni, Alessandra Lumini, Stefano Ghidoni, Gianluca Maguolo
2019	J	`jnl`	Audiogmenter: a MATLAB Toolbox for Audio Data Augmentation. CoRR Gianluca Maguolo, Michelangelo Paci, Loris Nanni, Ludovico Bonan
2019	J	`jnl`	Correction to: The High-Order Mixed Mimetic Finite Difference Method for Time-Dependent Diffusion Problems. J. Sci. Comput. Gianmarco Manzini, Gianluca Maguolo, Mario Putti
2019	J	`jnl`	Data augmentation approaches for improving animal audio classification. CoRR Loris Nanni, Gianluca Maguolo, Michelangelo Paci
2019	J	`jnl`	Deep learning for Plankton and Coral Classification. CoRR Alessandra Lumini, Loris Nanni, Gianluca Maguolo
2019	J	`jnl`	Ensemble of Convolutional Neural Networks Trained with Different Activation Functions. CoRR Gianluca Maguolo, Loris Nanni, Stefano Ghidoni
2019	J	`jnl`	General Purpose (GenP) Bioimage Ensemble of Handcrafted and Learned Features with Data Augmentation. CoRR Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Gianluca Maguolo
2019	J	`jnl`	Research on insect pest image detection and recognition based on bio-inspired methods. CoRR Loris Nanni, Gianluca Maguolo, Fabio Pancino
2019	J	`jnl`	The High-Order Mixed Mimetic Finite Difference Method for Time-Dependent Diffusion Problems. J. Sci. Comput. Gianmarco Manzini, Gianluca Maguolo, Mario Putti