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This algorithm is a soft partition technique that assigns a degree of belongingness to a cluster for each sensor node.
The proposed model, unlike classical methods, has a non-binary view to deprivation, assigns a degree to deprivation for mitigating its negative effects, can be used for proper future planning, and is generic so that it can be easily applied to other cases as well.
Contrary to a classical set, where an object is either contained in the set or not (two-valued logic, {0,1}), a fuzzy set assigns a degree of membership from the interval [0,1] to each object.
Fuzzy set theory [ 42] assigns a degree of membership between 0 and 1 (e.g., 0.4) to each element of a set, allowing for a smooth transition between full membership (degree=1) and non-membership (degree=0).
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Cardinality constraints are assigned a degree of certainty that stipulates on which objects they hold.
This is performed to assign a degree of stenosis to each plaque.
Cardinality constraints and functional dependencies are assigned a degree of certainty that stipulates on which objects they hold.
For each trend we assign a degree of evidence (high: ***; medium: **; low: *), and a degree of uncertainty about the outcomes (H: high; M: medium; L: low).
To assign a degree of significance to the GLR value for each cylinder, Monte Carlo hypothesis testing [19] is conducted, where the observed cases are randomly shuffled, though the spatial and temporal marginals are unchanged, and the GLR value is calculated for each square [10].
To each node i of the network, we assigned a degree k i, which is the number of its neighbors.
In order to consider the contribution from all relatives with breast cancer, we first assigned a degree of relationship to each relative (e.g., first degree for 'mother').
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com