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1. Uporaba metod rudarjenja podatkov za analizo nepremičninskih transakcij v Republiki Sloveniji in izgradnjo modela za tržno vrednotenje nepremičnin
Jernej Klemenc, 2005, master's thesis

Keywords: Slovenija, stanovanjsko gospodarstvo, nepremičnine, trg, stanovanja, vrednost, vrednotenje, metode, baze podatkov, predvidevanje, nevronske mreže, modeli, primerjave
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2. Odkrivanje podskupin z uporabo algoritmov za učenje pravil
Branko Kavšek, 2004, doctoral dissertation

Keywords: strojno učenje, podatkovno rudarjenje, odkrivanje podskupin, učenje pravil, ROC analiza, evalvacijske mere, utežna relativna klasifikacijska točnost, računalništvo, disertacije
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3. Izdelava spletne aplikacije za strojno učenje
Janez Kranjc, 2010, undergraduate thesis

Keywords: strojno učenje, delotok, spletna aplikacija, spletni servisi, računalništvo, univerzitetni študij, diplomske naloge
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4. Uporaba ontologij kot predznanja v podatkovnem rudarjenju
Anže Vavpetič, 2011, undergraduate thesis

Keywords: odkrivanje podskupin, relacijsko učenje, induktivno logično programiranje, spletni servisi, ontologije, računalništvo, univerzitetni študij, diplomske naloge
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5. Differential response of grapevine to infection with ʼCandidatus Phytoplasma solaniʼ in early and late growing season through complex regulation of mRNA and small RNA transcriptomes
Marina Dermastia, Blaž Škrlj, Rebeka Strah, Barbara Anžič, Špela Tomaž, Maja Križnik, Christina Schönhuber, Monika Riedle-Bauer, Živa Ramšak, Marko Petek, Aleš Kladnik, Nada Lavrač, Kristina Gruden, Thomas Roitsch, Günter Brader, Maruša Pompe Novak, 2021, original scientific article

Keywords: ‘Candidatus Phytoplasma solani’, grapevine, bois noir, RNA-Seq, sRNA-Seq, miRNA, phasiRNA, hormones, interaction network
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6. New cross-talks between pathways involved in grapevine infection with ʼCandidatus Phytoplasma solaniʼ revealed by temporal network modelling
Blaž Škrlj, Maruša Pompe Novak, Günter Brader, Barbara Anžič, Živa Ramšak, Kristina Gruden, Jan Kralj, Aleš Kladnik, Nada Lavrač, Thomas Roitsch, Marina Dermastia, 2021, original scientific article

Keywords: community detection, enrichment analysis, network analysis, phytoplasma, bois noir
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7. Gene expression data analysis using closed itemset mining for labeled data
Ana Rotter, Petra Kralj Novak, Špela Baebler, Nataša Toplak, Andrej Blejec, Nada Lavrač, Kristina Gruden, 2010, original scientific article

Keywords: microarray data analysis, RelSets
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8. Data mining for fault diagnostics
Dominik Kozjek, Rok Vrabič, David Kralj, Peter Butala, Nada Lavrač, 2019, published scientific conference contribution

Keywords: fault diagnostics, plastic injection molding, data analytics, data mining, industrial data
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9. Advancing manufacturing systems with big-data analytics
Dominik Kozjek, Rok Vrabič, Borut Rihtaršič, Nada Lavrač, Peter Butala, 2020, original scientific article

Keywords: manufacturing systems, data analytics, big data, conceptual framework
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10. Strojno učenje v porazdeljenem okolju z uporabo paradigme MapReduce
ROMAN ORAČ, 2014, master's thesis

Keywords: MapReduce, porazdeljeno računanje, Disco, strojno učenje, sumarna oblika, DiscoMLL, porazdeljeni naključni gozdovi, ClowdFlows, računalništvo, računalništvo in informatika, magisteriji
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