1. Computational approaches for gene network discoveryTomaž Curk, 2007, doktorska disertacija Ključne besede: machine learning, bioinformatics, visualization, rule-based clustering, gene networks, functional genomics, modeling regulation of gene expression, decomposition of gene expression profile signatures, dissertations Celotno besedilo (datoteka, 1,64 MB) |
2. Attribute interactions in machine learningAleks Jakulin, 2002, magistrsko delo Ključne besede: machine learning, data mining, classification, pattern recognition, interaction, dependence, independence, constructive induction, feature construction Celotno besedilo (datoteka, 1,25 MB) |
3. Argument based machine learningMartin Možina, 2009, doktorska disertacija Ključne besede: artificial intelligence, machine learning, background knowledge, domain knowledge, argument based machine learning, ABML, CN2, ABCN2, extreme value corection, computer science, doctoral dissertations, theses Celotno besedilo (datoteka, 1,15 MB) |
4. Realiability estimation in regression supported with meta-learning and principal component analysisMarija Radović, 2010, diplomsko delo Ključne besede: reliability estimates, reliability, prediction error, meta-learning, principal component analysis, predictions, machine learning, computer science, diploma Celotno besedilo (datoteka, 1,53 MB) |
5. Visualization and analysis of the space of prediction modelsMiha Štajdohar, 2012, doktorska disertacija Ključne besede: 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 Celotno besedilo (datoteka, 39,32 MB) |
6. Modeling relation between technical parameters of web page design and its aestethicsDražen Perić, 2015, magistrsko delo Ključne besede: web design, machine learning, HTML, CSS, evaluation, chrome extension, computer science, computer and information science, master's degree Celotno besedilo (datoteka, 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, objavljeni znanstveni prispevek na konferenci Ključne besede: 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 Celotno besedilo (povezava drugam) |
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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, izvirni znanstveni članek Ključne besede: human behavior modeling, online gambling, machine learning Celotno besedilo (datoteka, 4,20 MB) Gradivo ima več datotek! Več... |
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, izvirni znanstveni članek Ključne besede: algorithm, biochemical composition, data assimilation, data mining, image analysis, machine learning, numerical model, protein, visualization Celotno besedilo (datoteka, 1,35 MB) Gradivo ima več datotek! Več... |