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 Full text (file, 1,82 MB) This document has more files! More... |
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 Full text (file, 1,12 MB) This document has more files! More... |
3. Visualization and analysis of the space of prediction modelsMiha Štajdohar, 2012, doctoral dissertation Keywords: vizualizacija informacij, analiza podatkov, vizualno odkrivanje znanja v podatkih, strojno učenje, klasifikacija, uvrščanje, razpoznavanje vzorcev, meta učenje, kombiniranje algoritmov strojnega učenja, risanje omrežij, analiza omrežij, optimizacija ponazoritve omrežij, odkrivanje gruč v omrežjih, information visualization, exploratory data analysis, visual data mining, machine learning, data mining, meta learning, ensemble learning, network layout optimization, network analysis, community deetection in graphs, computer science, doctoral dissertations, theses Full text (file, 39,32 MB) |
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5. Weighted cluster ensemble based on partition relevance analysis with reduction stepNejc Ilc, 2020, original scientific article Keywords: cluster analysis, cluster validity index, dimensionality reduction, ensemble learning, feature extraction, feature selection, gene expression, weighted ensemble Full text (file, 3,21 MB) This document has more files! More... |
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7. Community analysis in Slovenian labour network 2010-2020Viktor Andonovikj, Pavle Boškoski, Bojan Evkoski, Tjaša Redek, Biljana Mileva Boshkoska, 2022, original scientific article Keywords: Slovenia, labour market, decision making, directed network, community detection, Ensemble Louvain Full text (file, 3,04 MB) This document has more files! More... |
8. Data assimilation for improved discharge estimates with the wflow_sbm model: a case study of the Overijsselse Vecht river (The Netherlands)Kristina Koronaci, 2022, master's thesis Keywords: civil engineering, master thesis, data assimilation, ensemble Kalman Filter, wflow_sbm model, discharge prediction, uncertainty, Vecht River, OpenDA Full text (file, 7,19 MB) |
9. Predictive performance of multi-model ensemble forecasts of COVID-19 across European nationsKatharine Sherratt, Janez Žibert, 2023, original scientific article Keywords: infectious diseases forecatsting, epidemiology, mathematical modeling, capacity planning, COVID-19, combining independent models, ensemble forecast Full text (file, 1,97 MB) This document has more files! More... |
10. Flow-dependent wind extraction in strong-constraint 4D-VarŽiga Zaplotnik, Nedjeljka Žagar, Noureddine Semane, 2023, original scientific article Keywords: meteorology, atmospheric physics, data assimilation, wind, 4D-Var, ensemble, flow-dependent, model error, wind extraction, wind tracing Full text (file, 13,13 MB) This document has more files! More... |