Nanni L.; Minchio G.; Brahnam S.; Sarraggiotto D.; Lumini A., Closing the performance gap between siamese networks for dissimilarity image classification and convolutional neural networks, «SENSORS», 2021, 21, Article number: 5809 , pp. 1 - 15 [Scientific article]Open Access
Nanni L.; Paci M.; Brahnam S.; Lumini A., Comparison of different image data augmentation approaches, «JOURNAL OF IMAGING», 2021, 7, Article number: 254 , pp. 1 - 13 [Scientific article]Open Access
Lumini, Alessandra; Nanni, Loris; Maguolo, Gianluca, Deep Ensembles Based on Stochastic Activations for Semantic Segmentation, «SIGNALS», 2021, 2, pp. 820 - 833 [Scientific article]Open Access
Nanni L.; Minchio G.; Brahnam S.; Maguolo G.; Lumini A., Experiments of image classification using dissimilarity spaces built with siamese networks, «SENSORS», 2021, 21, Article number: 1573 , pp. 1 - 18 [Scientific article]Open Access
Roberto G.F.; Lumini A.; Neves L.A.; do Nascimento M.Z., Fractal Neural Network: A new ensemble of fractal geometry and convolutional neural networks for the classification of histology images, «EXPERT SYSTEMS WITH APPLICATIONS», 2021, 166, Article number: 114103 , pp. 1 - 11 [Scientific article]Open Access
Lumini, Alessandra; Nanni, Loris; Scattolaro, Luca; Maguolo, Gianluca, Image orientation detection by ensembles of Stochastic CNNs, «MACHINE LEARNING WITH APPLICATIONS», 2021, 6, Article number: 100090 , pp. 1 - 9 [Scientific article]Open Access
Baldissera D.; Nanni L.; Brahnam S.; Lumini A., Postprocessing for skin detection, «JOURNAL OF IMAGING», 2021, 7, Article number: 95 , pp. 1 - 14 [Scientific article]Open Access
Lopez-Lopez E.; Regueiro C.V.; Pardo X.M.; Franco A.; Lumini A., Towards a self-sufficient face verification system, «EXPERT SYSTEMS WITH APPLICATIONS», 2021, 174, Article number: 114734 , pp. 1 - 15 [Scientific article]Open Access
Nanni L.; Brahnam S.; Lumini A.; Maguolo G., Animal sound classification using dissimilarity spaces, «APPLIED SCIENCES», 2020, 10, Article number: 8578 , pp. 1 - 18 [Scientific article]Open Access
Nanni L.; Pasquali F.; Brahnam S.; Lumini A.; Axenopoulos A., Convolutional neural networks for 3d protein classification, in: Intelligent Systems Reference Library, Cham, Springer, 2020, pp. 237 - 250 (INTELLIGENT SYSTEMS REFERENCE LIBRARY) [Chapter or essay]
Nanni, Loris; Lumini, Alessandra; Maguolo, Gianluca, Digital Recognition of Breast Cancer Using TakhisisNet, in: Opportunities and Challenges in Digital Healthcare Innovation, Hershey, IGI Global, 2020, pp. 151 - 169 [Chapter or essay]
Nanni, L.; Brahnam, S.; Lumini, A., Ensemble of Deep Learning Approaches for ATC Classification, in: Smart Innovation, Systems and Technologies, Singapore, Springer, 2020, pp. 117 - 125 (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES) [Chapter or essay]
Lumini A.; Nanni L., Fair comparison of skin detection approaches on publicly available datasets, «EXPERT SYSTEMS WITH APPLICATIONS», 2020, 160, Article number: 113677 , pp. 1 - 11 [Scientific article]Open Access
Nanni L.; Rigo A.; Lumini A.; Brahnam S., Spectrogram classification using dissimilarity space, «APPLIED SCIENCES», 2020, 10, Article number: 4176 , pp. 1 - 17 [Scientific article]Open Access
Nanni Loris; Lumini Alessandra; Ghidoni Stefano; Maguolo Gianluca, Stochastic selection of activation layers for convolutional neural networks, «SENSORS», 2020, 20, Article number: 1626 , pp. 1 - 15 [Scientific article]Open Access
