-
Zmanjševanje nepopolnosti proizvodnih podatkov z metodo strojnega učenja : magistrsko delo magistrskega študijskega programa II. stopnje StrojništvoPurić, DikoV modernih proizvodnih sistemih se zbirajo velike količine podatkov. Spremljanje vseh izvorov podatkov ter njihovo obvladovanje prek številnih informacijskih sistemov je postala zahtevna naloga, pri ... kateri prihaja do napak. Te lahko povzročajo nepopolnost in posledično manjšo kakovost podatkov. Manjkajoče vrednosti smo zapolnili z napovedmi metode strojnega učenja, imenovane nevronske mreže. Izkazale so se za učinkovit način iskanja vzorcev v podatkih. S stališča točnosti in vnašanja pristranskosti so pridobljeni rezultati precej boljši od najpogosteje uporabljenih pripisovalnih metod.Type of material - master's thesis ; adult, seriousPublication and manufacture - Ljubljana : [D. Purić], 2018Language - slovenianCOBISS.SI-ID - 15965211
Author
Purić, Diko
Other authors
Vrabič, Rok |
Butala, Peter, 1953-
Topics
magistrska dela |
nepopolni podatki |
kakovost podatkov |
proizvodni podatki |
strojno učenje |
nevronske mreže |
pripisovalne metode |
pripisovalne metode |
master thesis |
incomplete data |
data quality |
manufacturing data |
machine learning |
neural networks |
imputation methods |
imputation methods
Library/institution |
City | Acronym | For loan | Other holdings |
---|---|---|---|---|
Faculty of Mechanical Engineering, Ljubljana | Ljubljana | FSLJ |
reading room 1 cop.
|
Shelf entry
Permalink
- URL:
Impact factor
Access to the JCR database is permitted only to users from Slovenia. Your current IP address is not on the list of IP addresses with access permission, and authentication with the relevant AAI accout is required.
Year | Impact factor | Edition | Category | Classification | ||||
---|---|---|---|---|---|---|---|---|
JCR | SNIP | JCR | SNIP | JCR | SNIP | JCR | SNIP |
Select the library membership card:
DRS, in which the journal is indexed
Database name | Field | Year |
---|
Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
---|---|
Purić, Diko | |
Vrabič, Rok | 30914 |
Butala, Peter, 1953- | 06765 |
Select pickup location:
Material pickup by post
Notification
Subject headings in COBISS General List of Subject Headings
Select pickup location
Pickup location | Material status | Reservation |
---|
Please wait a moment.