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undergraduate thesis
Primjena tehnika smanjenja dimenzije podataka u klasifikaciji peludi
Osijek: Josip Juraj Strossmayer University of Osijek, Department of Mathematics, 2021. urn:nbn:hr:126:189018
Palinkaš, Julija
Josip Juraj Strossmayer University of Osijek
Department of Mathematics

Institutional repository: Repository of School of Applied Mathematics and Informatics

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Palinkaš, J. (2021). Primjena tehnika smanjenja dimenzije podataka u klasifikaciji peludi (Undergraduate thesis). Osijek: Josip Juraj Strossmayer University of Osijek, Department of Mathematics. Retrieved from https://urn.nsk.hr/urn:nbn:hr:126:189018

Palinkaš, Julija. "Primjena tehnika smanjenja dimenzije podataka u klasifikaciji peludi." Undergraduate thesis, Josip Juraj Strossmayer University of Osijek, Department of Mathematics, 2021. https://urn.nsk.hr/urn:nbn:hr:126:189018

Palinkaš, Julija. "Primjena tehnika smanjenja dimenzije podataka u klasifikaciji peludi." Undergraduate thesis, Josip Juraj Strossmayer University of Osijek, Department of Mathematics, 2021. https://urn.nsk.hr/urn:nbn:hr:126:189018

Palinkaš, J. (2021). 'Primjena tehnika smanjenja dimenzije podataka u klasifikaciji peludi', Undergraduate thesis, Josip Juraj Strossmayer University of Osijek, Department of Mathematics, accessed 26 December 2024, https://urn.nsk.hr/urn:nbn:hr:126:189018

Palinkaš J. Primjena tehnika smanjenja dimenzije podataka u klasifikaciji peludi [Undergraduate thesis]. Osijek: Josip Juraj Strossmayer University of Osijek, Department of Mathematics; 2021 [cited 2024 December 26] Available at: https://urn.nsk.hr/urn:nbn:hr:126:189018

J. Palinkaš, "Primjena tehnika smanjenja dimenzije podataka u klasifikaciji peludi", Undergraduate thesis, Josip Juraj Strossmayer University of Osijek, Department of Mathematics, Osijek, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:126:189018

Metadata
TitlePrimjena tehnika smanjenja dimenzije podataka u klasifikaciji peludi
Title (english)Application of Dimension Reduction Techniques in Airborne Pollen Classification
AuthorJulija Palinkaš
MentorSlobodan Jelić (mentor)
GranterJosip Juraj Strossmayer University of Osijek
Department of Mathematics
Osijek
Defense date and country2021-09-30, Croatia
Scientific / art field,
discipline and subdiscipline		NATURAL SCIENCES
Mathematics
Other Mathematical Disciplines
Abstract
Često se podaci, s kojima radimo, nalaze u visokodimenzionalnim prostorima. Zbog toga, je rad s njima otežan i dugotrajan. U ovom projektu obrađene su četiri tehnike za smanjenje dimenzije podataka. To su: • analiza glavnih komponenti • analiza nezavisnih komponenti • metoda slučajne projekcije • klasično višedimenzionalno skaliranje Tehnike su primjenjene na podatke u klasifikaciji peludi, a nakon toga, prikazani su rezultati koji su dobiveni primjenom tehnika na podatke.
Abstract (english)
Often, the data we work with, is located in high-dimensional spaces. Because of that, working with them is difficult and time consuming. In this project, four techniques for reducing the dimension of data are discussed. These are: • Principal components analysis • Independent components analysis • Random projection method • Classic multidimensional scaling The techniques were applied to the data in the pollen classification, and after that, the results obtained by applying the techniques to the data are presented.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:126:189018
Study programmeTitle: Bachelor of Mathematics and Computer Science
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/prvostupnica (baccalaureus/baccalaurea) matematike i računarstva (sveučilišni/a prvostupnik/prvostupnica (baccalaureus/baccalaurea) matematike i računarstva)
Type of resourceText
File originBorn digital
Access conditionsOpen access
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Created on2021-10-25 06:25:01