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The not operator allows logical negation, which is often used to construct rules for transcriptional repression.
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These local elements that can be used to construct such rules are listed in Sect.
The methods used to construct prediction rules are summarized in Table 1 together with the different numbers of genes and parameter values considered in this study.
These attributes are used to construct a rule-based system that can assess the degree of sensibility to conflict for each criterion.
Trees recovered during the first 2.5 million generations (the first 5000 trees) in both runs were discarded as burn-in, leaving a total of 25,000 trees which were used to construct majority-rule consensus trees.
Besides, the Model Constructing Phase is used to construct three kinds of rule classes: normal rule classes, intrusion rule classes and suspicious rule classes, to filter false alert patterns and analyze each existing or unknown alert patterns; each rule class represents a set of classification rules.
The proposed RFNNs were feed-forward fuzzy neural networks (NNs) with different local feedback connections that are used to construct dynamic fuzzy rules.
The J48 machine learning method in Weka 3.6.7 [ 70] was used to construct a classification rule for discriminating between obese and normal individuals.
Remaining trees were used to construct 50% majority-rule consensus trees.
This result can be used to construct a stopping rule for our iterative procedure [13].
Of course, the validity of that conclusion depends on whether the specific assumptions and measurements used to construct the Taylor rule's policy prescription are appropriate.
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