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undergraduate thesis
Klasterska analiza
Rijeka: University of Rijeka, Faculty of Engineering, 2023. urn:nbn:hr:190:915422
Sekulić, Sven
University of Rijeka
Faculty of Engineering
Department of Mathematics, Physics, and Foreign Languages

Institutional repository: Repository of the University of Rijeka, Faculty of Engineering

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Sekulić, S. (2023). Klasterska analiza (Undergraduate thesis). Rijeka: University of Rijeka, Faculty of Engineering. Retrieved from https://urn.nsk.hr/urn:nbn:hr:190:915422

Sekulić, Sven. "Klasterska analiza." Undergraduate thesis, University of Rijeka, Faculty of Engineering, 2023. https://urn.nsk.hr/urn:nbn:hr:190:915422

Sekulić, Sven. "Klasterska analiza." Undergraduate thesis, University of Rijeka, Faculty of Engineering, 2023. https://urn.nsk.hr/urn:nbn:hr:190:915422

Sekulić, S. (2023). 'Klasterska analiza', Undergraduate thesis, University of Rijeka, Faculty of Engineering, accessed 29 December 2024, https://urn.nsk.hr/urn:nbn:hr:190:915422

Sekulić S. Klasterska analiza [Undergraduate thesis]. Rijeka: University of Rijeka, Faculty of Engineering; 2023 [cited 2024 December 29] Available at: https://urn.nsk.hr/urn:nbn:hr:190:915422

S. Sekulić, "Klasterska analiza", Undergraduate thesis, University of Rijeka, Faculty of Engineering, Rijeka, 2023. Available at: https://urn.nsk.hr/urn:nbn:hr:190:915422

Metadata
TitleKlasterska analiza
Title (english)Cluster analysis
AuthorSven Sekulić
MentorIvan Dražić (mentor)
MentorAngela Bašić-Šiško (komentor)
Committee memberDubravko Franković (predsjednik povjerenstva)
Committee memberIvan Dražić (član povjerenstva)
Committee memberAngela Bašić-Šiško (član povjerenstva)
GranterUniversity of Rijeka
Faculty of Engineering
(Department of Mathematics, Physics, and Foreign Languages)
Rijeka
Defense date and country2023-09-12, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Electrical Engineering
Abstract
U ovom radu objašnjena je klasterska analiza i matematički aparat koji je potreban za njeno razumijevanje i provođenje. Definirane su različite metrike kojima se mjeri udaljenost između grupa te su navedeni temeljni principi formiranja grupa, s posebnim naglaskom na hijerearhijsko i particijsko grupiranje. Objašnjena je i problematika određivanja optimalnog broja grupa. U završnom dijelu rada napravljena je detaljna klasterska analiza na dva realna primjera. Jedan se primjer odnosio na klastersku analizu obrazovnih podataka, a drugi na primjenu klasterske analize u inženjerstvu.
Abstract (english)
This paper explains cluster analysis and the mathematical apparatus required for its understanding and implementation. Different metrics that measure the distance between groups are defined and the basic principles of group formation are stated, with special emphasis on hierarchical and partition clustering. The issue of determining the optimal number of groups is also explained. In the final part of the paper, a detailed cluster analysis was made on two real examples. One example related to cluster analysis of educational data, and the other to the application of cluster analysis in engineering.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:190:915422
Study programmeTitle: Undergraduate University Study of Electrical Engineering
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka elektrotehnike (sveučilišni/a prvostupnik/prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka elektrotehnike)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence Attribution 4.0 International (CC BY 4.0) icon
Created on2023-09-12 19:59:53