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ORCIDGianluca Maguolo
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2020 – today
- 2022
[j11]Loris Nanni, Alessandro Manfe, Gianluca Maguolo, Alessandra Lumini, Sheryl Brahnam:
High performing ensemble of convolutional neural networks for insect pest image detection. Ecol. Informatics 67: 101515 (2022)- 2021
- [j10]Gianluca Maguolo, Loris Nanni
, Stefano Ghidoni:
Ensemble of convolutional neural networks trained with different activation functions. Expert Syst. Appl. 166: 114048 (2021) - [j9]Gianluca Maguolo, Loris Nanni:
A critic evaluation of methods for COVID-19 automatic detection from X-ray images. Inf. Fusion 76: 1-7 (2021) - [j8]Loris Nanni, Giovanni Minchio, Sheryl Brahnam, Gianluca Maguolo, Alessandra Lumini:
Experiments of Image Classification Using Dissimilarity Spaces Built with Siamese Networks. Sensors 21(5): 1573 (2021) - [i13]Loris Nanni, Gianluca Maguolo, Alessandra Lumini:
Exploiting Adam-like Optimization Algorithms to Improve the Performance of Convolutional Neural Networks. CoRR abs/2103.14689 (2021) - [i12]Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci:
Comparison of different convolutional neural network activation functions and methods for building ensembles. CoRR abs/2103.15898 (2021) - [i11]Alessandra Lumini, Loris Nanni, Gianluca Maguolo:
Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation. CoRR abs/2104.00850 (2021) - [i10]Loris Nanni, Alessandro Manfe, Gianluca Maguolo, Alessandra Lumini, Sheryl Brahnam:
High performing ensemble of convolutional neural networks for insect pest image detection. CoRR abs/2108.12539 (2021) - 2020
- [j7]Loris Nanni, Gianluca Maguolo, Michelangelo Paci:
Data augmentation approaches for improving animal audio classification. Ecol. Informatics 57: 101084 (2020) - [j6]Loris Nanni, Gianluca Maguolo, Fabio Pancino:
Insect pest image detection and recognition based on bio-inspired methods. Ecol. Informatics 57: 101089 (2020) - [j5]Loris Nanni, Sheryl Brahnam, Gianluca Maguolo:
Anatomical Therapeutic Chemical Classification (ATC) With Multi-Label Learners and Deep Features. Int. J. Nat. Comput. Res. 9(3): 16-29 (2020) - [j4]Loris Nanni, Eugenio De Luca, Marco Ludovico Facin, Gianluca Maguolo:
Deep Learning and Handcrafted Features for Virus Image Classification. J. Imaging 6(12): 143 (2020) - [j3]Loris Nanni, Alessandra Lumini, Stefano Ghidoni, Gianluca Maguolo:
Stochastic Selection of Activation Layers for Convolutional Neural Networks. Sensors 20(6): 1626 (2020) - [i9]Gianluca Maguolo, Loris Nanni:
A Critic Evaluation of Methods for COVID-19 Automatic Detection from X-Ray Images. CoRR abs/2004.12823 (2020) - [i8]Loris Nanni, Gianluca Maguolo, Sheryl Brahnam, Michelangelo Paci:
An Ensemble of Convolutional Neural Networks for Audio Classification. CoRR abs/2007.07966 (2020) - [i7]Loris Nanni, Alessandra Lumini, Stefano Ghidoni, Gianluca Maguolo:
Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare. CoRR abs/2011.11834 (2020)
2010 – 2019
- 2019
- [j2]Gianmarco Manzini, Gianluca Maguolo, Mario Putti:
The High-Order Mixed Mimetic Finite Difference Method for Time-Dependent Diffusion Problems. J. Sci. Comput. 80(3): 1805-1830 (2019) - [j1]Gianmarco Manzini, Gianluca Maguolo, Mario Putti:
Correction to: The High-Order Mixed Mimetic Finite Difference Method for Time-Dependent Diffusion Problems. J. Sci. Comput. 80(3): 1831 (2019) - [i6]Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Gianluca Maguolo:
General Purpose (GenP) Bioimage Ensemble of Handcrafted and Learned Features with Data Augmentation. CoRR abs/1904.08084 (2019) - [i5]Gianluca Maguolo, Loris Nanni, Stefano Ghidoni:
Ensemble of Convolutional Neural Networks Trained with Different Activation Functions. CoRR abs/1905.02473 (2019) - [i4]Alessandra Lumini, Loris Nanni, Gianluca Maguolo:
Deep learning for Plankton and Coral Classification. CoRR abs/1908.05489 (2019) - [i3]Loris Nanni, Gianluca Maguolo, Fabio Pancino:
Research on insect pest image detection and recognition based on bio-inspired methods. CoRR abs/1910.00296 (2019) - [i2]Gianluca Maguolo, Michelangelo Paci, Loris Nanni, Ludovico Bonan:
Audiogmenter: a MATLAB Toolbox for Audio Data Augmentation. CoRR abs/1912.05472 (2019) - [i1]Loris Nanni, Gianluca Maguolo, Michelangelo Paci:
Data augmentation approaches for improving animal audio classification. CoRR abs/1912.07756 (2019)
Coauthor Index
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