prikaz prve stranice dokumenta Tehnike klasteriranja pomoću teorije grafova
No public access
master's thesis
Tehnike klasteriranja pomoću teorije grafova
Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2014. urn:nbn:hr:235:496589
Ivančić, Ante
University of Zagreb
Faculty of Mechanical Engineering and Naval Architecture

Institutional repository: Repository of Faculty of Mechanical Engineering and Naval Architecture University of Zagreb

Cite this document

Ivančić, A. (2014). Tehnike klasteriranja pomoću teorije grafova (Master's thesis). Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture. Retrieved from https://urn.nsk.hr/urn:nbn:hr:235:496589

Ivančić, Ante. "Tehnike klasteriranja pomoću teorije grafova." Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2014. https://urn.nsk.hr/urn:nbn:hr:235:496589

Ivančić, Ante. "Tehnike klasteriranja pomoću teorije grafova." Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2014. https://urn.nsk.hr/urn:nbn:hr:235:496589

Ivančić, A. (2014). 'Tehnike klasteriranja pomoću teorije grafova', Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, accessed 13 July 2024, https://urn.nsk.hr/urn:nbn:hr:235:496589

Ivančić A. Tehnike klasteriranja pomoću teorije grafova [Master's thesis]. Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture; 2014 [cited 2024 July 13] Available at: https://urn.nsk.hr/urn:nbn:hr:235:496589

A. Ivančić, "Tehnike klasteriranja pomoću teorije grafova", Master's thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, Zagreb, 2014. Available at: https://urn.nsk.hr/urn:nbn:hr:235:496589

Metadata
TitleTehnike klasteriranja pomoću teorije grafova
Title (english)Clustering techniques using graph theory
AuthorAnte Ivančić
MentorGoran Đukić (mentor)
GranterUniversity of Zagreb
Faculty of Mechanical Engineering and Naval Architecture
Zagreb
Defense date and country2014-12-04, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Mechanical Engineering
Abstract
U diplomskom radu opisane su tehnike klasteriranja pomoću teorije grafova te je provedena analiza na primjeru problema klasteriranja sličnih proizvoda, jednog od koraka tzv. korelacijskog odlaganja materijala u skladištu. Teorija grafova, kao grana diskretne matematike koja se bavi analizom grafova, tj. matematičkih struktura kojima se modeliraju mežđusobne veze izmeđžu objekata, predstavlja moćan alat pri rješavanju problema analize podataka koji su u svojoj suštini problemi kombinatorne optimizacije. Klasteriranje (nenadzirana klasifikacija) grana je strojnog učenja, čije tehnike služe prepoznavanju smislene strukture unutar skupa podataka putem grupiranja sličnih.
Abstract (english)
The main topic of the thesis are graph-based clustering methods, which were described in great detail. A few of those methods were tested on the problem of clustering similar products, which presents a crucial step in the so-called ”correlated storage assignment strategy”. Graph theory, as a branch of discrete mathematics, which deals with graphs as mathematical structures used to model pairwise relations between objects, serves as a powerful tool for dealing with data analysis problems which are of combinatorial nature. Clustering (unsupervised classification) is a branch of machine learning that focuses on discovering hidden structure of the data by grouping a collection of objects into subsets or ”clusters”, such that those within each cluster are more closely related to one another than objects assigned to different clusters.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:235:496589
Study programmeTitle: Mechanical Engineering
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka strojarstva (magistar/magistra inženjer/inženjerka strojarstva)
Type of resourceText
File originBorn digital
Access conditionsClosed access
Terms of useLicence In copyright icon
Created on2019-05-22 12:00:45