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Klasifikacija raziskovalnih del s področja strojništva z metodo strojnega učenja : zaključna naloga Razvojno raziskovalnega programa I. stopnje StrojništvoJeršin, MatevžStrojno učenje se vedno bolj uporablja v vseh vedah, tudi v strojništvu V nalogi je predstavljen algoritem strojnega učenja za klasificiranje znanstvenih in strokovnih besedil. Razložena je tudi ... priprava besedila pred klasificiranjem, kar je zelo pomembno za končno uspešnost algoritma. Besedila, ki smo jih dobili na spletišču COBISS so uporabljena v nalogi so znanstveni članki, katerih soavtorji so zaposleni na Fakulteti za strojništvo, Univerze v Ljubljani. Članke smo klasificirali v deset kategorij iz akademije za proizvodnjo inženirstvo - CIRP. Predstavljene so bile najbolj pogoste izbire kategorij, v katerih so pisali avtorji in katere besede so se največkrat pojavljale.Type of material - undergraduate thesis ; adult, seriousPublication and manufacture - Ljubljana : [M. Jeršin], 2018Language - slovenianCOBISS.SI-ID - 16401947
Author
Jeršin, Matevž
Other authors
Vrabič, Rok |
Butala, Peter, 1953-
Topics
diplomske naloge |
strojno učenje |
klasifikacija besedila |
spletno strganje podatkov |
podatkovno rudarjenje |
python |
machine learning |
text classification |
web scraping |
data mining |
python
Library/institution |
City | Acronym | For loan | Other holdings |
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Faculty of Mechanical Engineering, Ljubljana | Ljubljana | FSLJ |
reading room 1 cop.
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Shelf entry
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Year | Impact factor | Edition | Category | Classification | ||||
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JCR | SNIP | JCR | SNIP | JCR | SNIP | JCR | SNIP |
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DRS, in which the journal is indexed
Database name | Field | Year |
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Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
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Jeršin, Matevž | |
Vrabič, Rok | 30914 |
Butala, Peter, 1953- | 06765 |
Source: Personal bibliographies
and: SICRIS
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