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Bc. Šimon Varga

Master's thesis

Influence maximization in partially specified Boolean networks

Influence maximization in partially specified Boolean networks
Abstract:
Aproximačné metódy "mean-field" sú úspešne používané na analýzu procesov šírenia v modeloch sietí, s veľkým využitím v epidemiológii. Boli pokusy o uplatnenie týchto metód v Systémovej biológii, okrem iného, pri Booleovských sieťach, s cieľom nájsť najvplyvnejšie komponenty modelovaného systému. Pri modelovaní vzniká určitá úroveň neistoty spôsobená nedostačujúcimi dátami z biologických experimentov …more
Abstract:
Mean-field approximation methods are successfully used to analyze spreading processes in network models, with great utilization in epidemiology. There have been attempts to adopt these methods for Systems biology models, among others, for Boolean networks, to find the most influential system components. Biologic experiments often result in some level of uncertainty for modeling. Partially specified …more
 

Keywords

Boolean networks mean-field attractor control
 
Language used: English
Date on which the thesis was submitted / produced: 16. 5. 2023
Identifier: https://is.muni.cz/th/sd5oe/

Thesis defence

  • Date of defence: 21. 6. 2023
  • Supervisor: prof. RNDr. Luboš Brim, CSc.
  • Reader: doc. RNDr. David Šafránek, Ph.D.

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Masaryk University

Faculty of Informatics

Master programme / field:
Artificial intelligence and data processing / Bioinformatics and systems biology

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