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  • Undesired e-mail (spam) becomes a big problem nowadays not only for users, but also for Internet providers. One of the main obstacles for elimination of this problem is a complicated security issues. In particular, the very low rate of falsely detected e-mails in practice. We tried to eliminate this problem by a sufficient similarity check of checked e-mails with e-mails marked as unrequested or spam. This paper uses Bayesian algorithm with many variations. For comparison purposes, we used a normalized compression distance which helped us reduce the rate of false detection of individual mails.
  • Undesired e-mail (spam) becomes a big problem nowadays not only for users, but also for Internet providers. One of the main obstacles for elimination of this problem is a complicated security issues. In particular, the very low rate of falsely detected e-mails in practice. We tried to eliminate this problem by a sufficient similarity check of checked e-mails with e-mails marked as unrequested or spam. This paper uses Bayesian algorithm with many variations. For comparison purposes, we used a normalized compression distance which helped us reduce the rate of false detection of individual mails. (en)
Title
  • The Bayesian spam filter with NCD
  • The Bayesian spam filter with NCD (en)
skos:prefLabel
  • The Bayesian spam filter with NCD
  • The Bayesian spam filter with NCD (en)
skos:notation
  • RIV/61989100:27240/12:86085011!RIV13-GA0-27240___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GPP202/11/P142), S
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
  • 124579
http://linked.open...ai/riv/idVysledku
  • RIV/61989100:27240/12:86085011
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Spam; E-mail; Data compression; Bayesian filter (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [4D16E1A26953]
http://linked.open...v/mistoKonaniAkce
  • Žernov, Rovensko pod Troskami
http://linked.open...i/riv/mistoVydani
  • Praha
http://linked.open...i/riv/nazevZdroje
  • CEUR Workshop Proceedings. Volume 837
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
  • Platoš, Jan
  • Snášel, Václav
  • El-Qawasmeh, Eyas
  • Prílepok, Michal
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 1613-0073
number of pages
http://purl.org/ne...btex#hasPublisher
  • MATFYZPRESS
https://schema.org/isbn
  • 978-80-7378-171-2
http://localhost/t...ganizacniJednotka
  • 27240
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