1. Computational approaches for gene network discoveryTomaž Curk, 2007, doctoral dissertation Keywords: machine learning, bioinformatics, visualization, rule-based clustering, gene networks, functional genomics, modeling regulation of gene expression, decomposition of gene expression profile signatures, dissertations
Full text (file, 1,64 MB) |
2. Attribute interactions in machine learningAleks Jakulin, 2002, master's thesis Keywords: machine learning, data mining, classification, pattern recognition, interaction, dependence, independence, constructive induction, feature construction
Full text (file, 1,25 MB) |
3. Argument based machine learningMartin Možina, 2009, doctoral dissertation Keywords: artificial intelligence, machine learning, background knowledge, domain knowledge, argument based machine learning, ABML, CN2, ABCN2, extreme value corection, computer science, doctoral dissertations, theses
Full text (file, 1,15 MB) |
4. 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) |
5. 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) |
6. 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) |
7. 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) |
|
9. Time series clustering of online gambling activities for addicted users' detectionFernando Peres, Enrico Fallacara, Luca Manzoni, Mauro Castelli, Aleš Popovič, Miguel Rodrigues, Pedro Estevens, 2021, original scientific article Keywords: human behavior modeling, online gambling, machine learning
Full text (file, 4,20 MB) This document has more files! More... |
10. Democratized image analytics by visual programming through integration of deep models and small-scale machine learningPrimož Godec, Matjaž Pančur, Nejc Ilenič, Andrej Čopar, Martin Stražar, Aleš Erjavec, Ajda Pretnar Žagar, Janez Demšar, Anže Starič, Marko Toplak, Lan Žagar, Jan Hartman, Wang Hamilton, Riccardo Bellazzi, Uroš Petrovič, Silvia Garagna, Maurizio Zuccotti, Dongsu Park, Gad Shaulsky, Blaž Zupan, 2019, original scientific article Keywords: algorithm, biochemical composition, data assimilation, data mining, image analysis, machine learning, numerical model, protein, visualization
Full text (file, 1,35 MB) This document has more files! More... |
