Eksploratorna analiza telekomunikacijskih podataka u svrhu detekcije anomalija

undergraduate thesis

• Title (english): Exploratory analysis of telecommunication data for the purpose of anomaly detection
• Author: Tin Ivan Križ
• Mentor: Damir Pintar (mentor)
• Committee member: Damir Pintar (predsjednik povjerenstva)
• Committee member: Mihaela Vranić (član povjerenstva)
• Committee member: Boris Vrdoljak (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2018-07-13, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Ovaj rad prolazi kroz osnovne teoretske principe eksploratorne analize i njenu primjenu
na stvarnim podacima iz telekomunikacijske domene. U središtu rada je tijek
eksploratorne analize, ali se dotiče i problema detekcije i analize anomalija, prediktivne
analize i izvještavanja. Sustavni pristup analizi podržan je i isječcima koda u
programskog jeziku R kojima se čitatelja poziva na aktivno sudjelovanje.

Abstract (english)

This paper goes through the underlying theoretical principles of exploratory analysis
and its application on real-time data from the telecommunications domain. The focus
of the paper is the course of exploratory analysis, but it also concerns the problems
of anomaly detection and analysis, predictive analysis and reporting. The systematic
approach to the analysis is supported by code snippets in the R programming language
that invite readers to active participation.

• Keywords: univarijantna analiza; vizualizacija; kvaliteta podataka; prilagodba podataka; izvještavanje; bitne varijable
• Keywords (english): univariate analysis; visualisation; data quality; data wrangling; reporting; important variables
• Language: croatian
• URN:NBN: urn:nbn:hr:168:215048
• Study programme: Title: Computing; Study programme type: university; Study level: undergraduate; Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2019-03-13 21:59:24