Razvoj sistema za napovedovanje večdimenzionalnih časovnih vrst z nevronskimi mrežami : zaključna naloga Univerzitetnega študijskega programa I. stopnje Strojništvo

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Razvoj sistema za napovedovanje večdimenzionalnih časovnih vrst z nevronskimi mrežami : zaključna naloga Univerzitetnega študijskega programa I. stopnje Strojništvo - Razvojno raziskovalni program

Rupnik, Lenart, strojnik

Napovedovanje časovnih vrst opisuje proces analize izbranih časovnih vrst in napovedovanje še neznanih vrednosti na osnovi preteklih podatkov. Pri tem se najpogosteje uporablja metode globokega ... učenja in s tem povezane nevronske mreže. Namen zaključnega dela je sestaviti enostavno nevronsko mrežo, ki lahko s pomočjo enega ali več vhodnih parametrov napoveduje en izhodni parameter. Za pomoč pri izdelavi in za namene testiranj uporabimo dva podatkovna niza. Prvi opisuje krožno pot avtonomnega robota v dvodimenzionalnem prostoru. S pomočjo tega niza izdelamo osnovno strukturo sistema za napovedovanje in opravimo analizo uporabljenih metod in parametrov. Drugi niz podatkov predstavlja časovni potek vremenskega stanja v okolici Ljubljane. Na podlagi tega niza želimo napovedati dnevni potek temperature. Ob napovedovanju iskanih vrednosti se izkaže, da je bil sistem uspešno izdelan.

Type of material - undergraduate thesis ; adult, serious

Publication and manufacture - Ljubljana : [L. Rupnik], 2022

Language - slovenian

COBISS.SI-ID - 115303427

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Repository of the University of Ljubljana – RUL

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Library/institution	City	Acronym	For loan	Other holdings
Faculty of Mechanical Engineering, Ljubljana	Ljubljana	FSLJ	reading room 1 cop.

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Year	Impact factor		Edition		Category		Classification
Year	JCR	SNIP	JCR	SNIP	JCR	SNIP	JCR	SNIP

Links to authors' personal bibliographies	Links to information on researchers in the SICRIS system
Rupnik, Lenart, strojnik
Vrabič, Rok	30914

Source: Personal bibliographies and: SICRIS

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