1. Improving convolutional neural networks performance for image classification using test time augmentationIbrahem Kandel, Mauro Castelli, 2021, original scientific article Keywords: image classification, convolutional neural networks, transfer learning, test time 29 augmentation, deep learning, ensemble learning Full text (file, 1,82 MB) This document has more files! More... |
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3. A machine learning approach to predict air quality in CaliforniaMauro Castelli, Fabiana Martins Clemente, Aleš Popovič, Sara Silva, Leonardo Vanneschi, 2020, original scientific article Keywords: informatics, ecology, artificial intelligence Full text (file, 7,34 MB) |
4. Algorithmic music for therapyAlfredo Raglio, Paola Baiardi, Giuseppe Vizzari, Marcello Imbriani, Mauro Castelli, Sara Manzoni, Francisco Vico, Luca Manzoni, 2021, original scientific article Keywords: algorithmic music, human/machine composition, Melomics-Health, relaxation, therapeutic music listening Full text (file, 326,44 KB) This document has more files! More... |
5. Object detection for automatic cancer cell counting in zebrafish xenograftsCarina Albuquerque, Leonardo Vanneschi, Roberto Henriques, Mauro Castelli, Vanda Póvoa, Rita Fior, Nickolas Papanikolaou, 2021, original scientific article Full text (file, 2,46 MB) This document has more files! More... |
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7. General Purpose Optimization Library (GPOL)Illya Bakurov, Marco Buzzelli, Mauro Castelli, Leonardo Vanneschi, Raimondo Schettini, 2021, original scientific article Keywords: optimization, evolutionary computation, swarm intelligence, local search, continuous
optimization, combinatorial optimization, inductive programming, supervised machine learning Full text (file, 659,19 KB) This document has more files! More... |
8. Time series clustering of online gambling activities for addicted users' detectionFernando Peres, Enrico Fallacara, Luca Manzoni, Mauro Castelli, Aleš Popovič, Miguel Rodrigues, Pedro Estevens, 2021, original scientific article Keywords: human behavior modeling, online gambling, machine learning Full text (file, 4,20 MB) This document has more files! More... |
9. Comparing stacking ensemble techniques to improve musculoskeletal fracture image classificationIbrahem Kandel, Mauro Castelli, Aleš Popovič, 2021, original scientific article Keywords: neuroscience, deep learning, image classification, stacking, ensemble learning, convolutional neural networks, transfer learning, medical images Full text (file, 1,12 MB) This document has more files! More... |
10. The use of neural networks and deep learning in insuranceMaja Furlan, 2021, master's thesis Keywords: insurance, neuroscience, neural networks, artificial intelligence, learning, training, programmes, software, case study, Zavarovalnica Triglav, Generali Full text (outside link) |