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We describe the structural design, the choice of parameters, and the use of common algorithms to adapt the HMMs to our requirements.
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Here, we evaluate the performance of the GPU on a number of common algorithms used for three-dimensional image processing.
Key to the establishment of a credible benchmark is the use of common measures for algorithm evaluation and comparison.
Use of common partitive and hierarchical clustering algorithms accompanied with multiway modeling of high-dimensional data finds functionally related genes in stem cells [ 18].
In this study, we use variations of four common algorithms for CNV detection (PennCNV, QuantiSNP, HMMSeg, and cnvPartition) and two definitions of overlap (any overlap and an overlap of at least 40% of the smaller CNV) to illustrate the effects of varying algorithms and definitions of overlap on CNV discovery.
In this study, we use variations of four common algorithms for CNV detection (PennCNV [8], QuantiSNP [9], HMMSeg [16], and cnvPartition [17]) and two definitions of overlap (any overlap and an overlap of at least 40% of the smaller CNV; see Figure 1) to illustrate the effects of varying algorithms and definitions of overlap on CNV identification and discovery.
Avoid excessive use of common modifiers.
Self-training is one of the common algorithms used for semi-supervised learning [ 16].
Both software packages were developed independently but share common features, notably the use of graph algorithms to improve the recognition of non-homologous regions, and an improvement in code making these software faster than PRANK.
Their answers didn't share much commonality in terms of industry, but they did share a common thread: The expanded or strengthened use of existing algorithms.
Unlike common algorithms for numerical integration, this algorithm allows the calculation of all frequencies at the same time at a high speed using a regular frequency interval for the whole calculation with the same or even higher precision.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com