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And yet, Ms. McDermott noted that recently in Westchester County, N.Y., 200 high school students and their parents turned out for a Holy Cross information session at a Catholic prep school, far more interest than the college could recall having previously received in the area.
The nonlinear perturbations in both state and measurement equations considered in the existing literature are generalizeed by including the cross information among the current state, the delayed state and the nonlinear perturbations.
Substituting the definitions of the cross correntropy Equation (8) and the cross information potential Equation (5) into the correntropy coefficient Equation (12), the following expression is obtained ^ η = v ^ σ ( X, Y ) − V ^ σ ( X, Y ) v ^ σ ( X, X ) − V ^ σ ( X, X ) v ^ σ ( Y, Y ) − V ^ σ ( Y, Y ), (15).
However, if there is no or only a very weak dependency between the utilized time series, the analysis could be reduced to the investigation of individual time series, because no cross information can be used to improve the prediction accuracy.
There are two information systems for surveillance of HIV and so much cross information in the two systems.
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The results of these studies were presented as maps obtained from crossing information contained in 2D layers and presented in a GIS environment.
The key to understanding this is that the decoding process crosses information between overlapping pools.
The quality is measured by inaccuracy (cross-information) between the empirical pdf and the filtering pdf.
We can notice that the centering term in Equation (10) is numerically equal to the estimator of the cross-information potential in Equation (5).
The information potential can be generalized to two random variables, giving rise to the cross-information potential (CIP), defined by V ^ σ ( X, Y ) = 1 n 2 ∑ i = 1 n ∑ j = 1 n G σ 2 ( x i − y j ).
The cross-information gained from items of correlated dimensions facilitates the CAT in its selection of the most informative items and estimation of fatigue with optimal precision.
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