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Title:Integracija vizualizacijske tehnike Two-key in Sankey-evega diagrama v ogrodje NiaARM : diplomsko delo
Authors:ID Vrabič, Žan (Author)
ID Fister, Iztok (Mentor) More about this mentor... New window
ID Hliš, Tilen (Comentor)
Files:.pdf VS_Vrabic_Zan_2025.pdf (2,97 MB)
MD5: 1E8B09C26763CE4B4A1A9CA1DCD84FCB
 
Language:Slovenian
Work type:Bachelor thesis/paper
Typology:2.11 - Undergraduate Thesis
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract:Zaključno delo obravnava ogrodje NiaARM, namenjeno za rudarjenje asociativnih pravil in vizualizacijo asociativnih pravil. Predstavljeni so algoritmi, ki jemljejo vzor iz narave in se uporabljajo za namen rudarjenja asociativnih pravil. Raziskane so različne vizualizacijske tehnike, vključno z vizualizacijsko tehniko Two-key in Sankeyjevim diagramom. Predstavljena je integracija obeh vizualizacij v ogrodje NiaARM, prikazani so primeri uporabe vizualizacij v paketih arulesViz in networkD3. Rezultati vizualizacij zagotavljajo izboljšano interpretacijo in razumevanje pravil. Zadnji del povzema dosežene cilje in glavne ugotovitve.
Keywords:rudarjenje asociativnih pravil, vizualizacija asociativnih pravil, Two-key in Sankeyjeva vizualizacija, ogrodje NiaARM
Publication status:Published
Publication version:Version of Record
Place of publishing:Maribor
Place of performance:Maribor
Publisher:[Ž. Vrabič]
Year of publishing:2025
Number of pages:1 spletni vir (1 datoteka PDF (XIII, 73 str.))
PID:20.500.12556/DKUM-92214 New window
UDC:004.4.021(043.2)
COBISS.SI-ID:238782467 New window
Publication date in DKUM:08.05.2025
Views:162
Downloads:32
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FERI
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Licences

License:CC BY 4.0, Creative Commons Attribution 4.0 International
Link:http://creativecommons.org/licenses/by/4.0/
Description:This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.
Licensing start date:20.03.2025

Secondary language

Language:English
Title:Integration of the Two-key plot and Sankey diagram into the NiaARM framework
Abstract:The thesis discusses the NiaARM framework, which is designed for association rule mining and result visualization. It presents nature-inspired algorithms and their application in Association Rule Mining. Various visualization techniques are explored, including the Two-key visualization technique and the Sankey diagram. Their integration into the NiaARM framework is demonstrated, along with examples of visualization usage in the arulesViz and networkD3 packages. The visualization results show improved interpretation and understanding of the rules. The conclusion summarizes the achieved objectives and key findings.
Keywords:Association Rule Mining, Association rules visualization, Two-key and Sankey visualization, NiaARM framework


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