1. Improving convolutional neural networks performance for image classification using test time augmentationIbrahem Kandel, Mauro Castelli, 2021, izvirni znanstveni članek Ključne besede: image classification, convolutional neural networks, transfer learning, test time 29 augmentation, deep learning, ensemble learning
Celotno besedilo (datoteka, 1,82 MB) Gradivo ima več datotek! Več... |
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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, izvirni znanstveni članek Ključne besede: informatics, ecology, artificial intelligence
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4. Algorithmic music for therapyAlfredo Raglio, Paola Baiardi, Giuseppe Vizzari, Marcello Imbriani, Mauro Castelli, Sara Manzoni, Francisco Vico, Luca Manzoni, 2021, izvirni znanstveni članek Ključne besede: algorithmic music, human/machine composition, Melomics-Health, relaxation, therapeutic music listening
Celotno besedilo (datoteka, 326,44 KB) Gradivo ima več datotek! Več... |
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, izvirni znanstveni članek Celotno besedilo (datoteka, 2,46 MB) Gradivo ima več datotek! Več... |
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7. General Purpose Optimization Library (GPOL)Illya Bakurov, Marco Buzzelli, Mauro Castelli, Leonardo Vanneschi, Raimondo Schettini, 2021, izvirni znanstveni članek Ključne besede: optimization, evolutionary computation, swarm intelligence, local search, continuous
optimization, combinatorial optimization, inductive programming, supervised machine learning
Celotno besedilo (datoteka, 659,19 KB) Gradivo ima več datotek! Več... |
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, izvirni znanstveni članek Ključne besede: human behavior modeling, online gambling, machine learning
Celotno besedilo (datoteka, 4,20 MB) Gradivo ima več datotek! Več... |
9. Comparing stacking ensemble techniques to improve musculoskeletal fracture image classificationIbrahem Kandel, Mauro Castelli, Aleš Popovič, 2021, izvirni znanstveni članek Ključne besede: neuroscience, deep learning, image classification, stacking, ensemble learning, convolutional neural networks, transfer learning, medical images
Celotno besedilo (datoteka, 1,12 MB) Gradivo ima več datotek! Več... |
10. The use of neural networks and deep learning in insuranceMaja Furlan, 2021, magistrsko delo Ključne besede: insurance, neuroscience, neural networks, artificial intelligence, learning, training, programmes, software, case study, Zavarovalnica Triglav, Generali
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