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
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2. 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
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3. Transfer and unsupervised learningLuka Gradišar, Matevž Dolenc, 2023, original scientific article Keywords: clustering, crack detection, data mining, image analysis, transfer learning, unsupervised learning
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4. Do learning activities improve studentsʼ ability to construct explanatory models with a prism foil problem?Mihael Gojkošek, Josip Sliško, Gorazd Planinšič, 2013, original scientific article Keywords: fizika, knowledge, learning, naravoslovje, naravoslovna vzgoja in izobraževanje, prizmatična folija, science education, transfer znanja, učitelj, učne metode, znanje
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5. Risk stratification of patients for development of cardiac diseases using knowledge transferAleš Papič, 2019, master's thesis/paper Keywords: risk stratification, cardiovascular diseases, machine learning, knowledge transfer, semi-supervised learning, active learning, fuzzy learning, supervised clustering, partially labeled examples
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6. Forming force prediction in double-sided incremental forming via GNN-based transfer learningSonglin Duan, Dominik Kozjek, Edward Mehr, Mark Anders, Jian Cao, 2024, original scientific article Keywords: double-sided incremental forming, forming force prediction, graph neural networks, transfer learning
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7. Comparative study of first order optimizers for image classification using convolutional neural networks on histopathology imagesIbrahem Kandel, Mauro Castelli, Aleš Popovič, 2020, original scientific article Keywords: image classification, convolutional neural networks, deep learning, medical images, transfer learning, optimizers, neuroscience
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8. Summarization of web commentsKatarina Milačić, 2020, master's thesis Keywords: word embeddings, cross-lingual embeddings, low-resource languages, abstractive summarization, extractive summarization, deep neural networks, language models, transfer learning
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9. Preference elicitation with argument-based machine learningJure Grabnar, 2020, master's thesis Keywords: knowledge acquisition, preference elicitation, argument-based machine learning, convolutional neural networks, weakly supervised object localization, transfer learning, online dating
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10. Musculoskeletal images classification for detection of fractures using transfer learningIbrahem Kandel, Mauro Castelli, Aleš Popovič, 2020, original scientific article Keywords: transfer learning, computer vision, convolutional neural networks, image classification, musculoskeletal images, deep learning, medical images, neuroscience
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