31. Ranking by multitask learningLan Žagar, 2014, doctoral dissertation Keywords: ranking, instance ranking, multipartite ranking, binary decomposition, multitask learning, feature learning, machine learning, data mining, artificial intelligence, computer science, doctoral dissertations, theses Full text (file, 1,68 MB) |
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33. Active learning and novel model calibration measurements for automated visual inspection in manufacturingJože Martin Rožanec, Luka Bizjak, Elena Trajkova, Patrik Zajec, Jelle Keizer, Blaž Fortuna, Dunja Mladenić, 2024, original scientific article Keywords: active learning, smart manufacturing, probability calibration, artificial intelligence, machine learning, automated visual inspection Full text (file, 1,47 MB) This document has more files! More... |
34. Learning basic object affordances in a robotic systemBarry Ridge, 2014, doctoral dissertation Keywords: affordances, affordance learning, self-supervised learning, multi-view learning, cross-modal learning, multi-modal learning, feature relevance determination, online learning, cognitive robotics, developmental robotics, doctoral dissertations, theses Full text (file, 17,34 MB) |
35. Transfer and unsupervised learningLuka Gradišar, Matevž Dolenc, 2023, original scientific article Keywords: clustering, crack detection, data mining, image analysis, transfer learning, unsupervised learning Full text (file, 4,25 MB) This document has more files! More... |
36. Computer-vision based polyp detection in underwater imagesKristijan Shirgoski, 2015, undergraduate thesis Keywords: object detection, computer vision, machine learning, ACF, CNN, SVM, regression, non-maximum suppression Full text (file, 10,74 MB) |
37. TD learning in Monte Carlo tree searchALEKSANDRA DELEVA, 2015, master's thesis Keywords: Monte Carlo tree search, Monte Carlo, tree search, upper confidence bounds for trees, temporal difference learning, reinforcement learning, artificial Intelligence Full text (file, 6,73 MB) |
38. Learning by fusing heterogeneous dataMarinka Žitnik, 2015, doctoral dissertation Keywords: gene function prediction, gene prioritization, network inference, collective matrix factorization, matrix completion, factor models, data fusion, bioinformatics, statistical relational learning, machine learning Full text (file, 11,84 MB) |
39. 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... |
40. Assessing accuracy and consistency in intracranial aneurysm sizingAndrej Planinc, Nina Špegel, Zala Podobnik, Uroš Šinigoj, Petra Skubic, June Ho Choi, Wonhyoung Park, Tina Robič, Nika Tabor, Leon Jarabek, Žiga Špiclin, Žiga Bizjak, 2024, original scientific article Keywords: intrarater variability, interrater variability, deep learning, intracranial aneurysms Full text (file, 1,91 MB) This document has more files! More... |