VSE knjižnice (vzajemna bibliografsko-kataložna baza podatkov COBIB.SI)
  • Fault detection and classification with the rebmix R package
    Nagode, Marko ...
    Fault detection and classification is an important part of assessing the structural and system health status. The classification and detection of faults and faulty units is mostly done with ... statistical methods. After the data are measured and collected, the use of statistical software is necessary. Currently, many statistical software packages are being developed for the R programming language, as a result of R implementation being open source and free to use. This paper focuses on the rebmix R package, which concentrates on mixture model estimation. Mixture models, in particular Gaussian mixture models, are the main driver for many practical applications, such as clustering and classification. Hence, in this paper, we have expanded the rebmix for the estimation of the Gaussian mixtures. The results acquired on three different fault classification datasets were promising. Additionally, the process of obtaining those results is shown in detail, giving the researchers in the fault classification field useful resources for their research.
    Vir: Computers & industrial engineering. - ISSN 0360-8352 (Vol. 185, Nov. 2023, str. 1-12)
    Vrsta gradiva - članek, sestavni del ; neleposlovje za odrasle
    Leto - 2023
    Jezik - angleški
    COBISS.SI-ID - 166878723

    Povezava(-e):

    https://www.sciencedirect.com/science/article/pii/S0360835223006526
    Repozitorij Univerze v Ljubljani – RUL
    DOI

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