Sensitivity of Acoustic Emission Classification under Distribution Mixtures

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21340%2F11%3A00187897" target="_blank" >RIV/68407700:21340/11:00187897 - isvavai.cz</a>

Result on the web

—

DOI - Digital Object Identifier

—

Result language

angličtina

Original language name

Sensitivity of Acoustic Emission Classification under Distribution Mixtures

Original language description

The distribution mixture (DM) model is usually applied whenever there is a strong evidence of multimodality in the data which is the case of Acoustic Emission (AE) applications. Our scope is the following: to employ the divergence based set of signal classification attributes and to explore the possible use of the distribution mixture as a model based method in statistical AE classification and cluster analysis. The clusters are considered to be generated from the DM components with normal densities. Wedeal with the problem of optimal number of components of the mixture. The contaminated model with simulated misleading cluster is considered and comparative sensitivity study is produced to discover the basic stability and robustness properties of DM approach.

Czech name

—

Czech description

—

Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

BA - General mathematics

OECD FORD branch

—

Project

—

Continuities

Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach

Publication year

2011

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Forum Statisticum Slovacum

ISSN

1336-7420

e-ISSN

—

Volume of the periodical

8

Issue of the periodical within the volume

7

Country of publishing house

SK - SLOVAKIA

Number of pages

7

Pages from-to

103-109

UT code for WoS article

—

EID of the result in the Scopus database

—