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This paper introduces a propagation algorithm that more reliably minimizes a cost function over both a function on the graph and a binary label matrix.
To achieve this, we design a new matrix factorization objective function and incorporate a label matrix factorization term as well as a network regularization term into it.
Hence, we formulate the computation of the unknown label matrix as a smoothing process on the manifold under the constraint that all observations represent an object of one single class.
Gold nanoparticles decorated mesoporous silica KIT-6 (Au@KIT-6) with large specific surface area and good adsorption properties was used as a label matrix to immobilize both the secondary antibodies (Ab2) and the electron transfer mediator toluidine blue (TB).
PET image segmentation amounts to estimating the unknown label matrix Z given the data x.
The goal of FME is to predict the sample label matrix F and reduce the residual of regression F 0 at the same time.
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Watershed algorithm provided 3D cell outlines and cell label matrixes that were used as masks for further analysis.
To address this, we measured the ability of MTLn3 CXCR4 and MTLn3 cells-CXCR7 cells to degrade fluorescently labeled matrix.
The summary of the labeling matrices of the two groups is presented in Table 2. Additionally, the overall emotion recognition was also analyzed in six consecutive blocks (10 stimuli in each block).
Both label and matrix numbers (Internet Archive version) can appear on a 78 rpm disc, and in a variety of ways.
In this study, we used GO terms as context labels and known human pathways as guides for constructing the label-transition scoring matrix.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com