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1.
Napovedovanje uspeha srednješolskih dijakov s pomočjo strojnega učenja : zaključna naloga
Lucas Lorenzo Jakin, 2024, undergraduate thesis

Keywords: machine learning, data mining, CRISP-DM, academic performance, prediction
Published in RUP: 27.08.2024; Views: 543; Downloads: 17
.pdf Full text (1,37 MB)

2.
Sledenje inovacijam in tehnologijam v umetni inteligenci : zaključna naloga
Massri M. Besher, 2021, undergraduate thesis

Keywords: data visualization, text mining, taxonomy, innovation
Published in RUP: 18.10.2021; Views: 1694; Downloads: 16
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3.
Napovedanje bodočega razvoja znanstvenih raziskav na podlagi znanstvenih publikacij : zaključna naloga
Hasan Mahmutagić, 2021, undergraduate thesis

Keywords: computer science, machine learning, data mining, data analysis, data science
Published in RUP: 18.10.2021; Views: 1918; Downloads: 15
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4.
Managerial early warning system and decision making model in contex of industry 4.0 : doctoral dissertation
Tine Bertoncel, 2020, doctoral dissertation

Keywords: industry 4.0, smart manufactoring, managerial early warning system, decision making, data mining, artifical intelligence, cyberphysical system
Published in RUP: 22.01.2021; Views: 1884; Downloads: 269
.pdf Full text (1,21 MB)
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5.
Using constrained exhaustive search vs. greedy heuristic search for classification rule learning
Mattiev Jamolbek Maqsudovich, Branko Kavšek, 2018, published scientific conference contribution abstract

Keywords: Data mining, machine learning, classification rules, association rules, search, heuristics
Published in RUP: 14.11.2019; Views: 3193; Downloads: 349
.pdf Full text (11,75 MB)
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6.
Development and evaluation of different models for predicting tourist category from texts
Branko Kavšek, Jernej Vičič, 2017, published scientific conference contribution abstract

Keywords: tourism, tourist category, data mining, text mining, predictive models
Published in RUP: 15.01.2018; Views: 3978; Downloads: 533
.pdf Full text (1,10 MB)
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7.
A model to measure the performance of direct marketing activities in the chosen service company
Tjaša Tabaj, 2016, published scientific conference contribution abstract

Keywords: direct marketing, data-mining, logit regression, prediction model, gaming
Published in RUP: 08.08.2016; Views: 3044; Downloads: 65
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8.
Forecasting employees' success at work in banking : could psychological testing be used as the crystal ball?
Mirjana Pejić Bach, Natalija Šimić, Marjana Merkač Skok, 2013, original scientific article

Keywords: recruitment, psychology testing, data mining, cognitiveability tests, personality traits tests
Published in RUP: 30.12.2015; Views: 3444; Downloads: 84
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9.
Predicting the population fluctuation of the olive fruit fly : a preliminary study
Branko Kavšek, Damjan Jurič, Dunja Bandelj, Maja Podgornik, 2015, published scientific conference contribution abstract

Keywords: olive fruit fly, data mining, predictive model
Published in RUP: 15.10.2015; Views: 3880; Downloads: 26
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