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undergraduate thesis
Strojno učenje za procjenu fraktalne dimenzije
2019. urn:nbn:hr:168:942821
Janđel, Filip
University of Zagreb
Faculty of Electrical Engineering and Computing

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Janđel, F. (2019). Strojno učenje za procjenu fraktalne dimenzije (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:942821

Janđel, Filip. "Strojno učenje za procjenu fraktalne dimenzije." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2019. https://urn.nsk.hr/urn:nbn:hr:168:942821

Janđel, Filip. "Strojno učenje za procjenu fraktalne dimenzije." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2019. https://urn.nsk.hr/urn:nbn:hr:168:942821

Janđel, F. (2019). 'Strojno učenje za procjenu fraktalne dimenzije', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 21 January 2025, https://urn.nsk.hr/urn:nbn:hr:168:942821

Janđel F. Strojno učenje za procjenu fraktalne dimenzije [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2019 [cited 2025 January 21] Available at: https://urn.nsk.hr/urn:nbn:hr:168:942821

F. Janđel, "Strojno učenje za procjenu fraktalne dimenzije", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2019. Available at: https://urn.nsk.hr/urn:nbn:hr:168:942821

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Metadata
TitleStrojno učenje za procjenu fraktalne dimenzije
Title (english)Machine Learning for Estimation of Fractal Dimension
AuthorFilip Janđel
MentorVladimir Čeperić (mentor)
Committee memberVladimir Čeperić (predsjednik povjerenstva)
Committee memberHrvoje Nuić (član povjerenstva)
Committee memberIgor Stančin (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2019-09-04, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Ovaj rad sadrži kratak uvod u fraktalne objekte i fraktalne dimenzije. Pojašnjava pojam strojnog učenja te jednu njegovu vrstu - nadzirano učenje. Objašnjava se jedan algoritam strojnog učenja koji je utemeljen na stablima odluke, algoritam slučajnih šuma. Prikazuje se izrada programskog okruženja za procjenu fraktalne dimenzije pomoću algoritma slučajnih šuma. Dani su rezultati procjene, usporedba s ispravnim rezultatima te pojašnjenja kako postići bolje rezultate.
Abstract (english)
This paper contains a short introduction to fractal objects and fractal dimensions. It explains term of machine learning and one of it's type - supervised learning. It also explains one particular machine learning algorithm, random forest algorithm which is based on decision trees. It shows how to make program for estimation of fractal dimension based on random forest algorithm. Results of prediction, comparison to accurate results and explanation how to achieve better performance are given.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:942821
Study programmeTitle: 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 resourceText
File originBorn digital
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Created on2020-01-07 18:38:29