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32. Choline chloride based natural deep eutectic solvents as extraction media for extracting phenolic compounds from chokeberry (Aronia melanocarpa)Maša Islamčević Razboršek, Milena Ivanović, Peter Krajnc, Mitja Kolar, 2020, original scientific article Keywords: natural deep eutectic solvents, choline chloride, extraction, phenolic compounds, chokeberries (Aronia melanocarpa), HPLC/DAD, green solvents, ultrasound-assisted extraction, HPLC Full text (file, 1,53 MB) This document has more files! More... |
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35. Innovative extraction techniques using deep eutectic solvents and analytical methods for the isolation and characterization of natural bioactive compounds from plant materialMilena Ivanović, Maša Islamčević Razboršek, Mitja Kolar, 2020, review article Keywords: bioactive compounds, plant material, analytical methods, deep eutectic solvents, DES, natural deep eutectic solvents, NADES, innovative extraction techniques, ultrasound-assisted extraction, UAE, microwave-assisted extraction, MAE Full text (file, 1,05 MB) This document has more files! More... |
36. Deep feature extraction based on AE signals for the characterization of loaded carbon fiber epoxy and glass fiber epoxy compositesPrimož Potočnik, Martin Misson, Roman Šturm, Edvard Govekar, Tomaž Kek, 2022, original scientific article Keywords: polymer composites, acoustic emission, feature extraction, convolutional autoencoders, deep features Full text (file, 1,21 MB) This document has more files! More... |
37. Improved Mammography Classification using Data Augmentation and Transfer LearningANA PETERKA, 2022, undergraduate thesis Keywords: Artificial Intelligence, Machine Learning, Deep Learning, Convolutional Neural Networks, Generative Adversarial Networks, Mammography, Cancer Detection. Full text (file, 1,02 MB) |
38. Application of temporal convolutional neural network for the classification of crops on Sentinel-2 time seriesMatej Račič, Krištof Oštir, Devis Peressutti, Anže Zupanc, Luka Čehovin Zajc, 2020, published scientific conference contribution Keywords: deep learning, multi-temporal classification, sequence data, crop classification, Sentinel-2 Full text (outside link) |
39. Error prediction for large optical mirror processing robot based on deep learningZujin Jin, Gang Cheng, Shichang Xu, Dunpeng Yuan, 2022, original scientific article Keywords: Bayesian optimization, error prediction, optical mirror processing, hybrid manipulators, hyperparametrics, deep learning Full text (file, 1,73 MB) This document has more files! More... |
40. End-effector force and joint torque estimation of a 7-DoF robotic manipulator using deep learningStanko Kružić, Josip Musić, Roman Kamnik, Vladan Papić, 2021, original scientific article Keywords: robotic manipulator, force estimation, deep learning, neural networks Full text (file, 10,85 MB) This document has more files! More... |