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  • This paper presents two new methods for network analysis. Ant colony optimization is a nature inspired algorithm succesfull in graph traversal and network path finding whereas network reduction based on stability introduces two new properties of network vertices based on their long-term behavior, their role in the network and the understanding of how memory works. We illustrate the algorithms on applications in social network analysis and information retrieval using the DBLP dataset and a small network of hyperlinked documents.
  • This paper presents two new methods for network analysis. Ant colony optimization is a nature inspired algorithm succesfull in graph traversal and network path finding whereas network reduction based on stability introduces two new properties of network vertices based on their long-term behavior, their role in the network and the understanding of how memory works. We illustrate the algorithms on applications in social network analysis and information retrieval using the DBLP dataset and a small network of hyperlinked documents. (en)
Title
  • Two New Methods for Network Analysis: Ant Colony Optimization and Reduction by Forgetting
  • Two New Methods for Network Analysis: Ant Colony Optimization and Reduction by Forgetting (en)
skos:prefLabel
  • Two New Methods for Network Analysis: Ant Colony Optimization and Reduction by Forgetting
  • Two New Methods for Network Analysis: Ant Colony Optimization and Reduction by Forgetting (en)
skos:notation
  • RIV/61989100:27240/11:86080816!RIV12-GA0-27240___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
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  • P(GA201/09/0990)
http://linked.open...iv/cisloPeriodika
  • 2011
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
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http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 236327
http://linked.open...ai/riv/idVysledku
  • RIV/61989100:27240/11:86080816
http://linked.open...riv/jazykVysledku
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  • search personalization; ant colony optimization; complexity reduction; stability; memory; Network analysis (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • DE - Spolková republika Německo
http://linked.open...ontrolniKodProRIV
  • [62D0734F96DA]
http://linked.open...i/riv/nazevZdroje
  • Advances in Soft Computing
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  • 86
http://linked.open...iv/tvurceVysledku
  • Horák, Zdeněk
  • Krömer, Pavel
  • Platoš, Jan
  • Snášel, Václav
  • Kudělka, Miloš
  • Wegrzyn-Wolska, Katarzyna
issn
  • 1615-3871
number of pages
http://bibframe.org/vocab/doi
  • 10.1007/978-3-642-18029-3_23
http://localhost/t...ganizacniJednotka
  • 27240
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