Sentence examples for relevance determination from inspiring English sources

An automatic relevance determination (ARD) scheme [7 9] is developed to determine relevant bases for sparse representation.

The inputs to the network have been selected using the automatic relevance determination methodology.

Here we consider the estimation of the hyper-parameters of the Automatic Relevance Determination (ARD) covariance ([62], Chapter 6).

Alternatively, a Bayesian framework for model selection based on automatic relevance determination was proposed and proven to outperform DIFFIT [38].

This inherent ability of Bayesian inference to infer the relevance of each descriptor is the so-called Automatic Relevance Determination (ARD) [48].

Descriptor importance is calculated in the frame of Bayesian Automatic Relevance Determination (ARD) as the inverse of the value of the length scale of each descriptor.

The aims of this investigation were to develop a procedure for identification of simple benzoquinones potentially present in lignocellulosic hydrolysates and to determine the practical relevance through determination of concentrations required to obtain an inhibitory effect on yeast.

In particular, the G-BA considers itself not bound by decisions made by the licensing authorities regarding appropriate comparator and patient-relevant endpoints [13], two areas of special relevance in the determination of additional benefit.

Our findings also strengthen the concept that the nongenomic signaling of estrogen receptor to ERM proteins and actin may be of general relevance for the determination of cell movement.

While this early surge of leptin has been related to later life leptin resistance [28], it has never been linked to fertility problems or changes in the estrous cycle structure but may be of relevance to the determination of their cycle and later fertility.

The first applications of MR to frozen samples of biological relevance was the determination of brine content in sea ice by comparing the integral MRS signal intensity within a sea ice sample and a solution of known composition that was obtained by melting a sea ice sample [25].