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In previous pattern mining algorithms [ 9], the similarity between different items is meaningless.
It is worthwhile to note that some previous works of GIN reference [ 9] also reconstructed gene interactions after discretization using previous pattern mining algorithms (those items used in previous pattern mining algorithms are called traditional items for an easy reference).
For example with δ i = 1, one expression value of m i,j = 2.49 is discretized to 2, while the other of m i,j m i',j = 2.51 is discretized to 3. If the similarity between item 2 and item 3 is not considered as in previous pattern mining algorithms, this pair of similar expressions is lost during discretization.
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The presence as consumers of large forces in northern Britain created a revolution in previous patterns of trade and civilized settlement.
Of the seven states that participated in this study, none was part of the SEER program in 1997, and several had not participated in previous patterns of care studies (e.g., New York).
Recent studies from the U.K. show that people with diabetes with a higher number of comorbid conditions receive more intensive treatment and are more likely to achieve established treatment targets compared with counterparts with less comorbidities, which indicate changes in previous patterns (24, 26, 28, 29).
Change in previous patterns of behavior.
Peaks and valleys are quite visible, and salt deposition has spread all over the surface; the topography, however, seems to remain the same as in the previous pattern, with a 3-min exposure period.
As described in the previous pattern at 180 min nearly all significantly enriched categories correspond to down-regulated genes.
In a word, previous pattern mining algorithms would not be able to capture the similarity between these discretization items.
The administration's response quickly jumping to the NSA's defense is in line with its previous pattern of standing in front of the agency whenever damaging news leaked about its practices.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com