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In this paper, we focus on a setting with a central entity that provides services based on clustering of multiple users, each one having a private preference vector.
In this case, Ki67 was used as a surrogate tissue-based readout of proliferation in order to recapitulate the classification originally based on clustering of tumour transcriptomes (Perou et al, 2000; Cheang et al, 2009).
We will use a method based on clustering of the matrix rows [30].
The suggested approach uses iterative re-discretization based on clustering of closed-loop data.
Wei et al. [9] presented an adaptive watermarking method in the CT domain based on clustering of the mean shift texture features.
The classification of remotely sensed images such as aerial photographs or satellite sensor images for deriving ecosystem-related maps (e.g., land cover, land use, vegetation, soil) is generally based on clustering of spatial entities within a spectral space.
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We also examined sister relationships among genes present only in Entamoeba spp and one other eukaryote based on clusters of orthologs determined by OrthoMCL as this approach is independent of the parameters of our pipeline.
The algorithm that selects what stories to present is based on clusters of similar articles across top news sources.
Recently, some atlases based on clusters of functional connectivity were proposed.
This paper describes an architecture based on clusters of embedded "workhorse" processors which can be dynamically harnessed in real time to support a wide range of computational tasks.
Although feasible for big data reduction, the deep learning models are resource hungry and require MPIs based on clusters of CPUs or GPUs.
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Justyna Jupowicz-Kozak
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