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This paper addresses the problem of automatically tuning multiple kernel parameters for the kernel-based linear discriminant analysis (LDA) method. The kernel approach has been proposed to solve face ...
Researchers have pioneered a new technique called X-ray linear dichroic orientation tomography, which probes the orientation of a material's building blocks at the nanoscale in three-dimensions ...
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Scientists at the IceCube Neutrino Observatory have used 60,000 neutrinos to create the first map of the Milky Way made with matter and not light. When you purchase through links on our site, we ...
When linear mapping may not get the desired results, KPCA has more advantages than PCA. Xin et al. ... Commonly used kernel functions are Linear Kernel ... (PCA) for hyperspectral image classification ...
FIGURE 1.Overview of SpatialMap. (A) Pipeline of SpatialMap. SpatialMap takes tissue-paired image-based spatial data (contain about 1,000 genes) and scRNA-seq data (contain about 20,000 genes) as ...
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