Sentence examples for by using mean vectors from inspiring English sources
kVQ_fk_nps similarly, a variant of VQ_fk_nps is obtained by using mean vectors from the k-means algorithm in step 1.2 of the initialization phase.
This reduces search times and improves the previous result by Lee and Chen (A fast search algorithm for vector quantization using mean pyramids of codewords. IEEE Trans. Commun. 43(2/3/4), (1995) 1697 1702).
By using the mean value theorem for vector-valued functions [12], the above equation can be rewritten as (25).
Then, these vector sets were classified by using k-means clustering algorithm to determine the centroid vectors of each classified vector sets, which were to be used in constructing of the CSEVS.
The output noise power (17), as well as the mean and the variance, can be expressed more compactly by using vectors,, and matrix as shown in (19)–(23).
The ccp1/eGFP expression vector was generated by using the retroviral vector pLPC.
To facilitate the calculation of this measure, the continuous-valued input feature vectors are transformed to a discrete set by using k-means clustering.
An example: STMicroelectronics has introduced chips, based on ARM designs, meant to make three-phase motors more efficient by using vector calculations to control their speed.
Although mechanical dispersal of pathogens is technically difficult, there is a very easy way to infect a large population by using a human vector infected with a virus.
In our experiments, we show that a small number of dimensions are mostly adapted by EPL1-based speaker adaptation and the proposed speaker adaptation method can evenly adapt every dimension of the mean vectors by using the variances of the SI model.
