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It is also necessary to check the classification accuracy for various window sizes and optimize the window size for best classification.
Features are extracted with various window sizes for each modality and performance for the automatic emotion prediction is compared for both different architectures of neural networks and fusion approaches (feature-level/decision-level).
We used structure and vegetation maps and a moving window analysis, with various window sizes representing neighborhood sizes, to calculate the neighborhood density of both houses and wildland vegetation.
Fig. 10 Probability of correct watermark detection for various window sizes under median filter attack f) Resampling attack .
The S-method of the four-component signal is given in Figure 8. Figure 8 The S-method of the multicomponent signal (various window sizes are used).
Various window sizes were tried for STFT to see if there is any difference in the singular values obtained from the SVD for target and no target case.
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Figure 6 Network throughput efficiency of SB-MAC and B-MAC in a distributed IEEE 802.11 network with various contention window sizes.
Figure 7 Broadcast reliability of SB-MAC and B-MAC in a distributed IEEE 802.11 network with various contention window sizes.
ℑ and ℜ of B-MAC are compared with that of SB-MAC considering various non standard contention window sizes, up to either four times smaller or larger than that of the standard contention window (16), and a typical α value (0.2). Recall that, in Figure 2, ℑ of B-MAC linearly increases with respect to contention window size (for a given number of user) until it reaches the critical threshold.
Significant shifts in dissimilarity designate boundaries at various spatial scales dictated by window sizes.
Due to the use of various threshold values (t) and window sizes (n), similar or partly overlapping regions are found.
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