Claudio Marrocco

Addressing class imbalance in deep learning for small lesion detection on medical images

Alessandro Bria, Claudio Marrocco, Francesco Tortorella · Computers in Biology and Medicine · 2020 · 141 citations

Dermoscopic Image, Convolutional Neural Network, Image Classification +12

A GA-based feature selection approach with an application to handwritten character recognition

Claudio De Stefano, Francesco Fontanella, Claudio Marrocco et al. · Pattern Recognition Letters · 2013 · 126 citations

Image Analysis, Machine Learning, Data Science +10

Maximizing the area under the ROC curve by pairwise feature combination

Claudio Marrocco, Robert P. W. Duin, Francesco Tortorella · Pattern Recognition · 2007 · 77 citations

Classification Method, Image Analysis, Machine Learning +12

A multi-context CNN ensemble for small lesion detection

Benedetta Savelli, Alessandro Bria, Mario Molinara et al. · Artificial Intelligence in Medicine · 2019 · 75 citations

Dermoscopic Image, Convolutional Neural Network, Image Analysis +8

An end-to-end deep learning system for medieval writer identification

Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella et al. · Pattern Recognition Letters · 2019 · 48 citations

Engineering, Machine Learning, Text Recognition +5