DOI

Socially significant behavior model with hidden variables is suggested as means for processing unreliable data. Two models with hidden variables are considered: the one with synthesized structure and the other with structure defined expertly. Both models are learned using automatically generated set of data. The models are compared with each other and with the original socially significant behavior model.

Original languageEnglish
Title of host publicationProceedings of the 3rd International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18) - Volume 2
EditorsValery Tarassov, Sergey Kovalev, Andrey Sukhanov, Ajith Abraham, Vaclav Snasel
PublisherSpringer Nature
Pages76-84
Number of pages9
ISBN (Print)9783030018207
DOIs
StatePublished - 1 Jan 2019
Event3rd International Scientific Conference on Intelligent Information Technologies for Industry, IITI 2018 - Sochi, Russian Federation
Duration: 17 Sep 2018 → 21 Sep 2018

Publication series

NameAdvances in Intelligent Systems and Computing
PublisherSPRINGER INTERNATIONAL PUBLISHING AG
Volume875
ISSN (Print)2194-5357

Conference

Conference3rd International Scientific Conference on Intelligent Information Technologies for Industry, IITI 2018
Country/TerritoryRussian Federation
CitySochi
Period17/09/18 → 21/09/18

    Research areas

  • Bayesian belief network, Bayesian belief network with hidden variables, BBN, Socially significant behavior model, DIARY, SEXUAL-BEHAVIOR

    Scopus subject areas

  • Control and Systems Engineering
  • Computer Science(all)

ID: 47701460