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Description
  • We present a new classification method on measured acoustic emission signals. This method combined fuzzy classification approach with parametric versions of phi-divergences between two normalized spectrums of the individual acoustic signals. This nonmetric measure of the distances and dissimilarities between original signals is then used as a input numerical parameter into the classification method. Overall comparison of the complete acoustic signals is the main advantage of this procedure. Moreover, phi-divergences can be adapted through its parameters to achieve optimal statistical properties of classification.
  • We present a new classification method on measured acoustic emission signals. This method combined fuzzy classification approach with parametric versions of phi-divergences between two normalized spectrums of the individual acoustic signals. This nonmetric measure of the distances and dissimilarities between original signals is then used as a input numerical parameter into the classification method. Overall comparison of the complete acoustic signals is the main advantage of this procedure. Moreover, phi-divergences can be adapted through its parameters to achieve optimal statistical properties of classification. (en)
Title
  • Acoustic Signal Classification - Fuzzy Method With Phi-Divergences
  • Acoustic Signal Classification - Fuzzy Method With Phi-Divergences (en)
skos:prefLabel
  • Acoustic Signal Classification - Fuzzy Method With Phi-Divergences
  • Acoustic Signal Classification - Fuzzy Method With Phi-Divergences (en)
skos:notation
  • RIV/68407700:21340/09:00164441!RIV10-MSM-21340___
http://linked.open...avai/riv/aktivita
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  • Z(MSM6840770039)
http://linked.open...vai/riv/dodaniDat
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http://linked.open...iv/duvernostUdaju
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  • 301803
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21340/09:00164441
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  • acoustic emission; fuzzy methods; phi-divergences (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [0AD5A163B074]
http://linked.open...v/mistoKonaniAkce
  • Prague
http://linked.open...i/riv/mistoVydani
  • Praha
http://linked.open...i/riv/nazevZdroje
  • Defektoskopie / NDE for Safety 2009, Proceedings, 39. mezinárodní konference
http://linked.open...in/vavai/riv/obor
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  • Kůs, Václav
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number of pages
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  • Česká společnost pro nedestruktivní testování
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  • 978-80-214-3973-3
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  • 21340
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