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The results indicate that the orthogonal arrays method can significantly reduce the number of training samples without affecting too much the accuracy of the neural network prediction.
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We believe that this highly sensitive and reliable method has the potential to be used widely, because the tiling array method can easily be extended to genome-wide scale, even though the search space is limited in tiled sequences, and the method can also be used in combination with other display technologies, such as phage display and ribosome display.
Whilst the use of an ROV will be essential when sampling close to, or under, devices, the flying array method can continue to monitor control areas cost-effectively and relatively quickly (e.g. the two control areas either side of Wave Hub in Figure 4).
Based on recordings from closely spaced uniform seismometers, various array methods can effectively enhance signal-to-noise ratios and significantly lower the detection threshold.
Also, regardless with the arrangements of NW arrays, our method can both be applied and achieve accurate results.
Combined with a microphone array, the proposed method can achieve high elimination performance with no adaptive process.
Once a full set of spatial covariances are estimated covariance matrix based array processing methods can be applied as if the synthetic array were a uniform linear array.
Table 1 Parameters used to compare MPPT algorithms Parameters Statement PV array dependent/independent Methods can be applied to any PV array with or without the knowledge of its configuration and parameter values True MPPT The MPPT algorithm can operate at maxima or others.
We exemplify the performance of the method by studying the purification of three representative biotinylated amplification products and subsequently show that arrays prepared using this method can successfully be used for large-scale transcriptional profiling.
In addition to background-correction and summarizing the multiple probes into one probe set value, GCRMA does a quantile normalization between arrays, but no normalization method can completely remove some block effects.
The flexible planar electromagnetic sensor array fabricated with this method can be applied to inspect components with irregular surface.
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