Sentence examples for using a weight vector from inspiring English sources

Similar to the discriminant vector in classical LDA a supported vector machine (SVM -based approach performSVM -basedection using approach vector.

Both precoding and reconfigurable-antenna-based signal processing exploit the channel state information by operating on the transmit signal using a weighting vector that essentially assigns more transmit power along beams with strong channel and vice versa.

First, echo 2 5 (i.e., TE2, TE3, TE4, and TE5) were combined using a weighting vector with the weights depending on the measured differential contrast to noise ratio.

The proportion of variation of PCA components is used as a weight vector to adjust distances.

This improvement in aspect of CPU time is because of using a less weight vector which it reduces the network's complexity.

We present a new weighted voting classification ensemble method, called WAVE, that uses two weight vectors: a weight vector of classifiers and a weight vector of instances.

We assume that m neurons are used; each neuron j has a weight vector W → j (t), where t represents time.

The desired fitness function connects the multi-objective design requirements to form a single-objective function by using carefully chosen scaling factors and a weight vector to get a near optimal solution.

begin{aligned} g^{ws}=sum _{i=1}^{m}w_{i}f_{i} end{aligned} (2) begin{aligned} g^{te}=max _{1 le i le m}{w_{i}f_{i}} end{aligned} (3) Open image in new window Fig. 2 Modeling preferences using weights, where (mathbf {w}) is a weight vector and the dotted lines are contour lines of the aggregation function g.

Each face produces a weight vector.

In order to estimate the activity of center pixel in each region, the activities of the symmetric neighbors of the center point are linearly combined using a vector weight which is determined by maximum correlation between the signals (time series) and known hemodynamic wave pattern.