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In the dense connected communities, as hub nodes are connected by different ones, thus the identifiers of neighbors may be used as features to capture the label patterns of nodes.
In this application, the hidden Markov field is not only used to define a spatial smoothness prior as it is often done in image segmentation, but it is used to learn the spatial interaction between track singular points, and so the track label patterns.
The measure of commonality is whether a classifier (a mathematical function that here maps from fMRI activation patterns to word labels), trained on the brain activation patterns of a set of people, can accurately classify (label) patterns of activation obtained from people outside of that set.
If these criteria were satisfied, the two genome maps would be joined together with the intervening label patterns taken from the reference in silico map.
However, if label patterns deviate from the reference, SVs with a net size difference less than 1.5 kb can be detected.
We also performed an in vivo feeding study wherein we supplied 14 C acetate to bolted stems containing pods with mid-developing seeds of both AS11 and WT plants, and then analyzed the label patterns in various lipid fractions in the mid-developing seeds after a chase period of 7, 24 and 30 h.
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Our BrdU-labelling experiments on onychophoran embryos revealed specific labelling patterns corresponding to some developing structures and organs.
This study is concerned with clustering carried out in presence of labeled patterns.
In practice, the difficult acquisition of labeled patterns is a major challenge for supervised algorithms.
No staining was observed with control sera whereas groups of seropositive sera showed similar labeling patterns.
The structure determination utilized specific isotopic labeling patterns (2H, 13C and 15N) and refinement against residual dipolar couplings.
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