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A generalization to computing MAP estimates for arbitrary conditional Gaussian distributions is outlined.
This, in turn, allows us to apply the best-first search algorithm as a novel way of computing MAP assignments to belief networks that can enumerate assignments in order of decreasing probability.
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Two CMs were done among two different groups of local stakeholders following four steps: generating ideas, structuring the ideas, computing maps using multidimensional scaling and cluster analysis methods, and interpreting maps.
Hadoop can compute map and reduce jobs in parallel to cluster large datasets effectively and efficiently.
Kosambi's function was applied to compute map distance (cM).
Subsequently, we computed map distances and refined the locus order with other purpose-built perl scripts.
Thus, despite different marker types being used, these results agree well in regard to computed map lengths for the triticale genome.
By using indicator values and optimal thresholds we were able to compute maps of areas at risk for pest infestation and those displaying successful biological control at the regional scale.
We filtered all alignments that had a mapping quality less than 20, except for PASS which does not compute mapping quality.
Further, using microarray data for smokers suspected of having cancer, it is possible to compute mapping errors for further diagnostic evaluation of smokers with or without cancer.
In our experiments, we show the flexibility of the direct mapping approach by computing smooth maps following landmark constraints from two different energies.
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