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- W2944314921 abstract "The aim of this paper is to present the diagnostics of complex linear analog systems with parametric faults, using Support Vector Machine (SVM) as a tool for fault location. The diagnostic results of a microwave filter with the help of SVM network are presented. A strategy for finding the optimal kernels and their parameters for the particular system under test is proposed. A method for characteristic points reduction based on the statistical PCA method is also presented." @default.
- W2944314921 created "2019-05-16" @default.
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- W2944314921 date "2019-01-01" @default.
- W2944314921 modified "2023-09-26" @default.
- W2944314921 title "Automatic Parametric Fault Detection in Complex Microwave Filter Using SVM and PCA" @default.
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- W2944314921 doi "https://doi.org/10.1007/978-3-030-19813-8_30" @default.
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