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1. Linear and neural network-based models for short-term heat load forecasting
Primož Potočnik, Ervin Strmčnik, Edvard Govekar, 2015, original scientific article

Keywords: district heating, heat load forecasting, feature extraction, stepwise regression, autoregressive model, neural networks
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2. Improving convolutional neural networks performance for image classification using test time augmentation
Ibrahem 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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3. Comparing stacking ensemble techniques to improve musculoskeletal fracture image classification
Ibrahem 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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4. Ekstrakcija pravil iz globokih nevronskih mrež
Urška Matjašec, 2020, master's thesis

Keywords: explainability of neural networks, deep feedforward neural networks, rule extraction, decision rules, decompositional algorithm
Full text (file, 1,94 MB)

5. New numerical procedure for the prediction of temperature development in early age concrete structures
Anka Ilc, Goran Turk, Franci Kavčič, Gregor Trtnik, 2009, original scientific article

Keywords: young concrete, adiabatic calorimetry, adiabatic hydration curves, artificial neural networks, maturity, finite element method
Full text (file, 1,62 MB)

6. Deep Inference Optimization for Real-Time Edge Deployment on Microcontrollers
Angela Nikodinovska, 2024, master's thesis/paper

Keywords: edge AI, image classification, neural networks, deep learning, microcontrollers
Full text (file, 7,53 MB)

7. Optimization of running blade prosthetics utilizing crow search algorithm assisted by artificial neural networks
Nanuel Javier Rosel Solis, José Omar Dávalos Ramírez, Javier Molina Salazar, Juan Antonio Ruiz Ochoa, Antonio Gómez Roa, 2021, original scientific article

Keywords: optimization, crow search algorithm, artificial neural networks, running blade prosthetics, Tsai-Wu criterion, finite element method
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8. Representing visual entities with deep hierarchical and compositional models
Domen Tabernik, 2021, doctoral dissertation

Keywords: compositional hierarchies, histogram of compositions, displaced aggregation units, deep neural networks, visual image recognition, semantic image segmentation, de-blurring
Full text (file, 10,00 MB)

9. Experimental attempts of using modulated and unmodulated waves in low-frequency acoustic wave flame extinguishing technology
Jacek Wilk-Jakubowski, Grzegorz Wilk-Jakubowski, Valentyna Loboichenko, 2024, original scientific article

Keywords: acoustic flame extinguishing, firefighting systems, deep neural networks, fire extinguisher, flame suppression
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10. Drone control using gestures
Jaka Cikač, 2017, master's thesis

Keywords: quadcopter, gesture recognition, human pose estimation, optical flow, human-robot interaction, convolutional neural networks, UAV, computer science, computer and information science, master's degree
Full text (file, 16,69 MB)

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