본문 바로가기
  • Home

An Intelligent Agent System using Multi-View Information Fusion

  • Journal of The Korea Society of Computer and Information
  • Abbr : JKSCI
  • 2014, 19(12), pp.11-19
  • Publisher : The Korean Society Of Computer And Information
  • Research Area : Engineering > Computer Science

Hyun-Sook Rhee 1

1동양미래대학교

Accredited

ABSTRACT

In this paper, we design an intelligent agent system with the data mining module and information fusionmodule as the core components of the system and investigate the possibility for the medical expertsystem. In the data mining module, fuzzy neural network, OFUN-NET analyzes multi-view data andproduces fuzzy cluster knowledge base. In the information fusion module and application module, theyserve the diagnosis result with possibility degree and useful information for diagnosis, such as uncertaintydecision status or detection of asymmetry. We also present the experiment results on the BI-RADS-basedfeature data set selected form DDSM benchmark database. They show higher classification accuracy thanconventional methods and the feasibility of the system as a computer aided diagnosis system.

Citation status

* References for papers published after 2022 are currently being built.