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Description
  • This paper deals with utilizing computational agents to solve data mining tasks. A composition of agents representing hybrid computational intelligence problem solvers is proposed. Two approaches for searching the space of possible configurations are studied, namely logical reasoning and evolutionary algorithm. The dual nature of these approaches leads us to the proposition of a hybrid system able to automatically generate and verify new configurations. A simple case study is presented to show the plausibility of this approach.
  • This paper deals with utilizing computational agents to solve data mining tasks. A composition of agents representing hybrid computational intelligence problem solvers is proposed. Two approaches for searching the space of possible configurations are studied, namely logical reasoning and evolutionary algorithm. The dual nature of these approaches leads us to the proposition of a hybrid system able to automatically generate and verify new configurations. A simple case study is presented to show the plausibility of this approach. (en)
Title
  • Hybrid Search Methods for Automatic Discovery of Computational Agent Schemes
  • Hybrid Search Methods for Automatic Discovery of Computational Agent Schemes (en)
skos:prefLabel
  • Hybrid Search Methods for Automatic Discovery of Computational Agent Schemes
  • Hybrid Search Methods for Automatic Discovery of Computational Agent Schemes (en)
skos:notation
  • RIV/67985807:_____/08:00334224!RIV10-AV0-67985807
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1ET100300419), Z(AV0Z10300504)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 370950
http://linked.open...ai/riv/idVysledku
  • RIV/67985807:_____/08:00334224
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • multi-agent systems; intelligent agents; automatic configurations (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [CC6A0CF62C8E]
http://linked.open...v/mistoKonaniAkce
  • Sydney
http://linked.open...i/riv/mistoVydani
  • Los Alamitos
http://linked.open...i/riv/nazevZdroje
  • Proceedings of 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Neruda, Roman
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • IEEE Computer Society
https://schema.org/isbn
  • 978-0-7695-3496-1
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