Thesis Details

Webový simulátor fotbalových lig a turnajů

Master's Thesis Student: Urbanczyk Martin Academic Year: 2018/2019 Supervisor: Hynek Jiří, Ing., Ph.D.
English title
Web Simulator of Football Leagues and Championships
Language
Czech
Abstract

This thesis is about the creation of a simulator of football leagues and championships. I studied the problematics of football competitions and their systems and also about the base of machine learning. There was also an analysis of similar and existing solutions and I took inspiration for my proposal from them. After that, I made the design of the whole simulator structure and of all of its key parts. Then the simulator was implemented and tested. The application allows simulating top five competitions in UEFA club coefficients rating.

Keywords

football, football competitions, simulator, simulation, machine learning, regression models, prediction, web application, Python, SciKit-learn, REST architecture, Node.js

Department
Department of Information Systems FIT BUT
Degree Programme
Information Technology, Field of Study Information Systems
Files
Status
defended, grade B
Date
14 June 2019
Reviewer
Holkovič Martin, Ing.
Committee
Kolář Dušan, doc. Dr. Ing. (DIFS FIT BUT), předseda
Bartík Vladimír, Ing., Ph.D. (DIFS FIT BUT), člen
Burget Radek, doc. Ing., Ph.D. (DIFS FIT BUT), člen
Meduna Alexander, prof. RNDr., CSc. (DIFS FIT BUT), člen
Smrčka Aleš, Ing., Ph.D. (DITS FIT BUT), člen
Trenz Oldřich, doc. Ing., Ph.D. (Mendelu), člen
Citation
URBANCZYK, Martin. Webový simulátor fotbalových lig a turnajů. Brno, 2019. Master's Thesis. Brno University of Technology, Faculty of Information Technology. 2019-06-14. Supervised by Hynek Jiří. Available from: https://www.fit.vut.cz/study/thesis/21701/
BibTeX 
@mastersthesis{FITMT21701,
    author = "Martin Urbanczyk",
    type = "Master's thesis",
    title = "Webov\'{y} simul\'{a}tor fotbalov\'{y}ch lig a turnaj\r{u}",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2019,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/21701/"
}

Theses

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