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For the interpolation, it is observed that in the pre-fault and post-fault states, the lost data can be efficiently estimated (TVE <1%), whereas in the faulty state, the estimation error is acceptable only in the scenario of one or two continuous package losses.
Measurement uncertainty can be efficiently estimated during method validation as a top down approach.
Consequently, the bounds of structural reliability against collapse failure can be efficiently estimated.
First, a graph kernel is defined to provide a new similarity measure between pit-graphs, with few parameters that can be efficiently estimated from the data.
The stability analysis of the system indicates the latent image propagation in blind deconvolution task can be efficiently estimated and controlled by cues and priors.
In this subsection, we show source DOAs can be efficiently estimated by spectral search over only a limited angular sector Θ instead of [−π/2,π/2].
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NNFIS, based on Takagi and Sugeno's fuzzy model, has the advantage of being linear-in-parameter; thus the conventional adaptive methods can be efficiently utilized to estimate its parameters.
Here, we propose an iterative Block-Relaxation algorithm (de Leeuw, 1994), which can be efficiently used to estimate the parameters of the model.
The method has the drawback of requiring a lignin standard spectrum, but can be efficiently used to estimate the CI of the cellulose inside the intact biomass when analyzing changes in cellulose crystallinity in samples with similar origins.
The most important design parameter in the DWO method is a parameter controlling the bias-variance trade-off, and the use of parametric optimization with piecewise linear solution paths means that the DWO estimates can be efficiently computed for all values of λ simultaneously.
The Kalman filter is used to combine the local and global estimates into one estimate for mutual compensation since it can be efficiently integrated into a hierarchical fusion algorithm.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com