Sentence examples for binary weights from inspiring English sources
In case the dimensionality of the double-mutant fitness matrix W is moderate, the matrix approximation problem can be treated using iterative procedures, which solve the weighted least-squares optimization problem, in which binary weights can be employed to ignore the effects of missing entries [58].
This is probably due to the fact that the Willson method implemented in QuartetSuite is intended for weighted quartets, whereas NJ quartets are given only binary weights.
Suppose our robust regression below delivers binary weights ω, with ω=0 for outliers.
The rules are modelled with binary weights on which constraints are imposed in order to ensure consistency.
The SVM uses a set of binary weights, which allows the folding characteristics to be digitally corrected after fabrication.
As a result of the study, the best configuration is a non-relational learner enriched with network variables, without collective inference, using binary weights and undirected networks.
This paper addresses this issue by formulating the snapshot compression problem as a weighted low-rank approximation problem where the binary weighting identifies the evolving component of the individual simulation snapshots.
The order contiguity matrix is a binary weight matrix with zeroes on the main diagonal and rows that contain zeroes when spatial units are non-contiguous, while they contain values of one between neighbouring units (Mur [2013]).
The motion model more effectively represents the probability density function of possible headings that are restricted by maps and floor-plans than a simple binary weighting of particles (i.e., eliminating those that crossed walls and keeping the rest).
Therefore, we assign a binary weight to each point of a joint trajectory by w_{fj} = left{ begin{array}{ll} 1 & text{if (c_{fj}geq tau)} 0 & text{otherwise} end{array} right.. (3).
Using such a model will--in addition to simple binary weighting with wall crossings--lead to the failure explained previously when the competing particle clouds are walking in different surroundings and there are (erroneous) particles that happen to be in an area with few or no constraints.
