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Informacijska podpora napovedovanju značilnosti prometa na podlagi časovnih serij podatkov : magistrsko deloSevčnikar, Andrej, računalničarV magistrskem delu smo se osredotočili na napovedovanje značilnosti prometa naosnovi podatkov časovnih vrst. Za dosego cilja smo v magistrski nalogi proučili področje integracije podatkov in ... podatkovnih skladišč, z uporabo katerega smo izdelali celovit pogled na podatke, ki je nujno potreben za nadaljnjo manipulacijo s podatki. Osrednja tematika magistrske naloge so modeli za napovedovanje podatkov časovnih vrst, s katerimi smo napovedovali gostoto prometa, pri tem pa preverjali napovedno napako. Določili smo najbolj optimalne modele za napovedovanje gostote prometa. Pokazali smo, da je pravilna predpriprava podatkov oziroma učenje modelov na podlagi dobro zasnovanih časovnih okvirjev izredno pomembno za pravilno napoved prometa, hkrati pa določili optimalno število časovnih okvirjev, pri katerih je napovedna napaka še sprejemljiva.Type of material - master's thesis ; adult, seriousPublication and manufacture - Maribor : [A. Sevčnikar], 2013Language - slovenianCOBISS.SI-ID - 17414678
Author
Sevčnikar, Andrej, računalničar
Other authors
Welzer-Družovec, Tatjana
Topics
podatkovno skladišče |
integracija podatkov |
časovne vrste |
podatkovno rudarjenje |
gručenje |
promet |
napovedovanje |
data warehouse |
data integration |
time series |
data mining |
clustering |
traffic |
forecasting
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Library/institution |
City | Acronym | For loan | Other holdings |
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Library of Technical Faculties, Maribor | Maribor | KTFMB |
reading room 1 cop.
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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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Sevčnikar, Andrej, računalničar | 29072 |
Welzer-Družovec, Tatjana | 06794 |
Source: Personal bibliographies
and: SICRIS
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