prikaz prve stranice dokumenta Programsko ostvarenje stabla odluke na programirljivom polju logičkih blokova
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master's thesis
Programsko ostvarenje stabla odluke na programirljivom polju logičkih blokova
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. urn:nbn:hr:168:072666
Vezmar, Aleksandar
University of Zagreb
Faculty of Electrical Engineering and Computing

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Vezmar, A. (2018). Programsko ostvarenje stabla odluke na programirljivom polju logičkih blokova (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:072666

Vezmar, Aleksandar. "Programsko ostvarenje stabla odluke na programirljivom polju logičkih blokova." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:072666

Vezmar, Aleksandar. "Programsko ostvarenje stabla odluke na programirljivom polju logičkih blokova." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:072666

Vezmar, A. (2018). 'Programsko ostvarenje stabla odluke na programirljivom polju logičkih blokova', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 04 July 2024, https://urn.nsk.hr/urn:nbn:hr:168:072666

Vezmar A. Programsko ostvarenje stabla odluke na programirljivom polju logičkih blokova [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2018 [cited 2024 July 04] Available at: https://urn.nsk.hr/urn:nbn:hr:168:072666

A. Vezmar, "Programsko ostvarenje stabla odluke na programirljivom polju logičkih blokova", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2018. Available at: https://urn.nsk.hr/urn:nbn:hr:168:072666

Metadata
TitleProgramsko ostvarenje stabla odluke na programirljivom polju logičkih blokova
Title (english)Implementation of a Decision Tree on a Field-programmable Gate Array
AuthorAleksandar Vezmar
MentorVladimir Čeperić (mentor)
Committee memberVladimir Čeperić (predsjednik povjerenstva)
Committee memberAdrijan Barić (član povjerenstva)
Committee memberIgor Krois (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2018-09-28, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom radu opisana je metoda učenja stablom odluke, uključujući njene prednosti i nedostatke. Opisan je postupak izgradnje stabla algoritmom ID3, uz primjer njegovog rada. Navedeni su nedostatci algoritma i njihova moguća rješenja, kao i moguća proširenja algoritma. Prikazana su poboljšanja ostvariva uporabom algoritma C4.5 i metode slučajnih šuma. Dan je pregled tehnologije programirljivih polja logičkih blokova, te razlozi za ostvarenje sustava njenom uporabom. Sklopovski je ostvaren algoritam učenja stablom odluke. Ostvareni sustav detaljno je opisan, uključujući prilagodbe algoritma.
Abstract (english)
This paper describes decision tree learning, including its advantages and disadvantages. The process of learning a decision tree using the ID3 algorithm is described, accompanied with an example. The limitations of the algorithm are listed, along with possible solutions and extensions. Improvements introduced by the C4.5 algorithm, and the random forest method are presented. An overview of field programmable gate array technology, and the reasons for its use are provided. A hardware implementation of a tree learning algorithm is accomplished. The realised system is described in detail, including the required modifications made to the algorithm.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:072666
Study programmeTitle: Computing
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2019-03-14 01:52:58