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ST-GARCH model shares similarities but have differences with the GJR-GARCH (Glosten et al. 1993) and TGARCH (Zakoian 1994) models in terms of the transition function since ST-GARCH models allow smooth transition functions instead of threshold function in defining regime changes.
We used the term quantification cycle (Cq), instead of threshold cycle (Ct), crossing point (Cp) or take-off point (TOP) currently used in the literature, to describe the fractional qPCR cycle used for quantification according to the Real-Time PCR Data Markup Language (RDML) data standard [ 78].
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Thus, instead of thresholding or making probabilistic decision, bilateral filtering of wavelet coefficients is shown to provide competitive results [12].
However, instead of thresholding the similarity values to directly give the predictions, they are used only to initialize the training sets for learning the local models.
Finally, we use ranking instead of thresholds when deciding the substrings to pass to the next phases, in order to concentrate the computational effort on the zones with candidates with higher weight.
The reason for a usage variable threshold instead of fixed threshold is a trade-off between error performance and complexity reduction.
In this paper, fuzzy threshold values, instead of crisp threshold values, have been used for optimal reliability-based multi-objective Pareto design of robust state feedback controllers for a single inverted pendulum having parameters with probabilistic uncertainties.
This was not seen with automatic thresholding for TbN and BV/TV by in vivo μCT or ex vivo at 31 µm or with TbSp by in vivo or ex vivo μCT at any voxel size; this result demonstrates the importance of using fixed optimal thresholding instead of automatic thresholding.
This reduces the complexity of finding the censoring region to dealing with one threshold per sensor instead of two thresholds per sensor.
Lee[20] used two parameters (instead of a threshold used in[19]) of a sigmoid function by modeling the posterior probability of a Gaussian to be background.
It is more convenient in the context of this paper to use the IBO level instead of the threshold, where the IBO,, is defined as the ratio of the input power at the saturation level to the signal average power.
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