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The performance of NL means method is comparable with the WS detector [15].
Analysis of simulation outputs is performed using the batch means method, where only one simulation run is executed.
Absolute weight loss was 5.8 kg for lorcaserin twice daily, 4.7 kg for lorcaserin once daily, and 2.9 kg for placebo (calculated by the least squares means method).
So, the specialization improved nonlocal means method is developed for the damage identification of generator bearing.
The effectiveness of specialization improved nonlocal means method is verified by fault identification cases study including variable speed condition.
Both feature extraction and classification follow the Windowed Means Method proposed in [ 6 ].
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Figure 21 e shows the result of NL-Means method.
The K-means method is numerical, unsupervised and iterative.
In the first layer, we cluster the chunks by using the Graded Possibilistic c-Means method.
References [13, 14] propose respectively a multilevel kernel k-means method and a spectral partitioning method.
Section 3 presents the fault classification process based on the proposed IHFST and k-means method.
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