Speed up linear scan in high-dimensions by sorting one-dimensional projections
نویسندگان
چکیده
منابع مشابه
Ultra high-speed sorting.
BACKGROUND Cell sorting has a history dating back approximately 40 years. The main limitation has been that, although flow cytometry is a science, cell sorting has been an art during most of this time. Recent advances in assisting technologies have helped to decrease the amount of expertise necessary to perform sorting. METHODS Droplet-based sorting is based on a controlled disturbance of a j...
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The Principal Component Analysis (PCA) is a famous technique from multivariate statistics. It is frequently carried out in dimension reduction either for functional data or in a high dimensional framework. To that aim PCA yields the eigenvectors (φ̂i)i of the covariance operator of a sample of interest. Dimension reduction is obtained by projecting on the eigenspaces spanned by the φ̂i’s usually ...
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Modern flow cytometric cell sorters are all capable of so-called "high-speed sorting." However, there is confusion about exactly how fast a "high-speed" cell sorter can sort cells. There are many considerations in achieving the fastest sorting speed, as well as the highest quality sort results--cell recovery, purity, and functionality. This requires the same considerations required for "slow-sp...
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We consider the problem of sorting on a one-dimensional sub-bus array of processors. The sub-bus broadcast operation makes possible a new class of parallel sorting algorithms whose complexity we analyze with the parallel insertion model. A sorting method, or sorting strategy, in the parallel insertion model, uses a sequence of left and right insertion steps, of which we give two types: greedy i...
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ژورنال
عنوان ژورنال: International Journal of Intelligent Systems and Applications
سال: 2011
ISSN: 2074-904X,2074-9058
DOI: 10.5815/ijisa.2011.04.06