Local binary patterns variants as texture descriptors for medical image analysis von Nanni, Loris, Lumini, Alessandra, Brahnam, Sheryl

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Ensemble of convolutional neural networks for bioimage classification von Nanni, Loris, Ghidoni, Stefano, Brahnam, Sheryl

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Comparison of Different Convolutional Neural Network Activation Functions and Methods for Building Ensembles for Small to Midsize Medical Data Sets von Nanni, Loris, Brahnam, Sheryl, Paci, Michelangelo, Ghidoni, Stefano

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Comparison of Different Image Data Augmentation Approaches von Nanni, Loris, Paci, Michelangelo, Brahnam, Sheryl, Lumini, Alessandra

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Texture descriptors and voxels for the early diagnosis of Alzheimer’s disease von Nanni, Loris, Brahnam, Sheryl, Salvatore, Christian, Castiglioni, Isabella

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An Ensemble of Convolutional Neural Networks for Audio Classification von Nanni, Loris, Maguolo, Gianluca, Brahnam, Sheryl, Paci, Michelangelo

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Different approaches for extracting information from the co-occurrence matrix von Nanni, Loris, Brahnam, Sheryl, Ghidoni, Stefano, Menegatti, Emanuele, Barrier, Tonya

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Experiments of Image Classification Using Dissimilarity Spaces Built with Siamese Networks von Nanni, Loris, Minchio, Giovanni, Brahnam, Sheryl, Maguolo, Gianluca, Lumini, Alessandra

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A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states von Nanni, Loris, Brahnam, Sheryl, Lumini, Alessandra

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Closing the Performance Gap between Siamese Networks for Dissimilarity Image Classification and Convolutional Neural Networks von Nanni, Loris, Minchio, Giovanni, Brahnam, Sheryl, Sarraggiotto, Davide, Lumini, Alessandra

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Comparison of Transfer Learning and Conventional Machine Learning Applied to Structural Brain MRI for the Early Diagnosis and Prognosis of Alzheimer's Disease von Nanni, Loris, Interlenghi, Matteo, Brahnam, Sheryl, Salvatore, Christian, Papa, Sergio, Nemni, Raffaello, Castiglioni, Isabella

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An Enhanced Loss Function for Semantic Road Segmentation in Remote Sensing Images von Nanni, Loris, Brahnam, Sheryl, Loreggia, Andrea

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Animal Sound Classification Using Dissimilarity Spaces von Nanni, Loris, Brahnam, Sheryl, Lumini, Alessandra, Maguolo, Gianluca

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An Empirical Study of Different Approaches for Protein Classification von Nanni, Loris, Brahnam, Sheryl, Lumini, Alessandra

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Spectrogram Classification Using Dissimilarity Space von Nanni, Loris, Rigo, Andrea, Lumini, Alessandra, Brahnam, Sheryl

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Varied Image Data Augmentation Methods for Building Ensemble von Bravin, Riccardo, Nanni, Loris, Loreggia, Andrea, Brahnam, Sheryl, Paci, Michelangelo

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Combining multiple approaches for gene microarray classification von NANNI, Loris, BRAHNAM, Sheryl, LUMINI, Alessandra

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Building Ensemble of Resnet for Dolphin Whistle Detection von Nanni, Loris, Cuza, Daniela, Brahnam, Sheryl

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Deep Features for Training Support Vector Machines von Nanni, Loris, Ghidoni, Stefano, Brahnam, Sheryl

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Ensemble of convolutional neural networks to improve animal audio classification von Nanni, Loris, Costa, Yandre M. G., Aguiar, Rafael L., Mangolin, Rafael B., Brahnam, Sheryl, Silla, Carlos N.

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