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As David Nahamoo, the chief technology officer for speech at I.B.M.'s Thomas J. Watson Research Center, told me, "Brute-force computing, based on probability algorithms, won out over the rule-based approach".
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For this reason, this paper offers a hybrid algorithm, which consists of the genetic algorithm (GA) based on probability theory and the deterministic computation based on analytic theory.
Earthquake prediction is mostly based on probability.
The word "presumptive" means "based on probability or reason".
The linkage was based on probability matching.
Watson makes its bets based on probabilities.
a Sites that were detected as phosphorylation sites in mouse cells as well; b these putative phosphorylation sites do not reach a sufficiently high probability based on prediction algorithms used; c marks unpublished results (HN, JD, JWV); d site was referred to as S32 in original article.
Finally, based on the algorithm of probability subgraph isomorphism, two-step hierarchical clustering method is used to cluster subgraphs, and discover frequent probability patterns from the clusters.
Then based on the probability graph isomorphism algorithm, the hierarchical clustering method is adopted to cluster subgraphs to discover frequent probability patterns from the clusters.
The positive protein identification was based on a probability-scoring algorithm (http://www.matrixscience.com) and the 95% confidence level for positive identification was a score = 80 All data are representative of at least three independent experiments with twenty individuals in each group and are expressed as means ± standard error of the mean (SEM).
Based on local probability models, the algorithm has a superior ability in detecting faulty conditions and fast adapting to slow variations and new operating modes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com