Thesis Details

Aplikace pro detekci odlehlých hodnot

Master's Thesis Student: Siladi František Academic Year: 2021/2022 Supervisor: Burgetová Ivana, Ing., Ph.D.
Language
Slovak
Abstract

The goal of this work is to investigate methods for outlier detection and to create an application which is able to correctly identify these values using individual methods or combinations of outlier detection methods. Another goal of the application is to clearly display the results of outlier detection and then visualize them in 2D or 3D space. The work also includes experiments on selected data sets, which are adapted to outlier detection and on automatically generated sets. The application and experiments were created in Python and Qt for Python was used to create the graphical user interface.

Keywords

outliers detection, application, data mining, experiments, Python

Department
Department of Information Systems FIT BUT
Degree Programme
Information Technology and Artificial Intelligence, Specialization Information Systems and Databases
Files
Status
defended, grade C
Date
22 June 2022
Reviewer
Bartík Vladimír, Ing., Ph.D.
Committee
Burget Radek, doc. Ing., Ph.D. (DIFS FIT BUT), předseda
Bartík Vladimír, Ing., Ph.D. (DIFS FIT BUT), člen
Grégr Matěj, Ing., Ph.D. (DIFS FIT BUT), člen
Matoušek Petr, doc. Ing., Ph.D., M.A. (DIFS FIT BUT), člen
Meduna Alexander, prof. RNDr., CSc. (DIFS FIT BUT), člen
Polčák Libor, Ing., Ph.D. (DIFS FIT BUT), člen
Citation
SILADI, František. Aplikace pro detekci odlehlých hodnot. Brno, 2022. Master's Thesis. Brno University of Technology, Faculty of Information Technology. 2022-06-22. Supervised by Burgetová Ivana. Available from: https://www.fit.vut.cz/study/thesis/24691/
BibTeX 
@mastersthesis{FITMT24691,
    author = "Franti\v{s}ek Siladi",
    type = "Master's thesis",
    title = "Aplikace pro detekci odlehl\'{y}ch hodnot",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2022,
    location = "Brno, CZ",
    language = "slovak",
    url = "https://www.fit.vut.cz/study/thesis/24691/"
}

Theses

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