11. Realiability estimation in regression supported with meta-learning and principal component analysisMarija Radović, 2010, undergraduate thesis Keywords: reliability estimates, reliability, prediction error, meta-learning, principal component analysis, predictions, machine learning, computer science, diploma Full text (file, 1,53 MB) |
12. 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) |
13. Text mining using data compression modelsAndrej Bratko, 2012, doctoral dissertation Keywords: text mining, compression, instance selection, active learning, k-means initialization, spam filtering, lexical stress assignment, computer science, doctoral dissertations, theses Full text (file, 7,49 MB) |
14. A Markov random field based autonomous image segmentationAleksandar Dimitriev, 2014, undergraduate thesis Keywords: segmentation, support vector machines, SVM, Markov random field, MRF, unsupervised learning, computer science, computer and information science, diploma Full text (file, 3,19 MB) |
|
|
17. Modeling relation between technical parameters of web page design and its aestethicsDražen Perić, 2015, master's thesis Keywords: web design, machine learning, HTML, CSS, evaluation, chrome extension, computer science, computer and information science, master's degree Full text (file, 990,35 KB) |
18. Object detection with constellations of keypointsDomen Rački, 2015, master's thesis Keywords: one-shot learning, keypoints, geometry, variance, constellation, object detection, SIFT, GHT, MLESAC, MND, computer science, computer and information science, master's degree Full text (file, 10,85 MB) |
19. Spruce bark beetles (Ips typographus, Pityogenes chalcographus, Col.: Scolytidae) in the Dinaric mountain forests of SloveniaMaja Jurc, Marko Perko, Sašo Džeroski, Damjan Demšar, Boris Hrašovec, 2006, published scientific conference contribution Keywords: žuželke, navadna jelka, Slovenija, monitoring, Spruce bark beetles, Ips typographus, Pityogenes chalcographus, Norwey spruce, monitoring, phenology, catastrophic weather conditons, position, linear regression, machine learning, model trees Full text (outside link) |
|