Kratkoročno predviđanje cijene energenata

undergraduate thesis

• Title (english): Short-term energy-generating product price forecasting
• Author: Kristijan Bartol
• Mentor: Vladimir Čeperić (mentor)
• Committee member: Vladimir Čeperić (predsjednik povjerenstva)
• Committee member: Josip Krapac (član povjerenstva)
• Committee member: Marko Magerl (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2016-09-07, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Predviđanje cijene sirove nafte važno je zbog značajnog utjecaja na trendove rasta i pada cijena
za cjelokupno globalno tržište. Opisan je problem kratkoročnog predviđanja cijene sirove nafte.
Predstavljeno je i opisano moguće rješenje korištenjem skupa regresijskih stabala i optimizacije
aditivnim gradijentnim spustom. Model je evaluiran različitim regresijskim metrikama te uspoređen
s modelom slučajnih šuma na stvarnom problemu. Rezultati su uspoređeni s postojećim rezultatima
znanstvenih... More radova na temu predviđanja cijene sirove nafte. Less

Abstract (english)

Crude oil price forecasting is important due to its strong influence on the global economic market.
The problem of short-term crude oil price forecasting is described. The solution of short-term
crude oil price forecasting using regression trees is implemented and described accordingly.
Ensemble model is evaluated with various regression metrics on concrete problem. Results are
compared with the existing results found in relevant papers.

• Keywords: kratkoročno predviđanje; nadzirano učenje; regresija; stabla odlučivanja; gradijentni spust; model višestrukog učenja
• Keywords (english): short-term forecasting; supervised learning; regression; decision trees; gradient descent; ensemble model
• Language: croatian
• URN:NBN: urn:nbn:hr:168:938440
• Study programme: Title: Computing; Study programme type: university; Study level: undergraduate; Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2018-02-06 07:46:20