Sentence examples for maximum entropy sampling from inspiring English sources

The most informative manoeuvre from the set of possible choices is then selected using the concept of maximum entropy sampling.

In contrast, by invoking the proposed "maximum entropy sampling" method, the estimation for the pathloss exponents and attenuation factors are ; and, respectively, which agree well with the previous derivations.

As a test for the proposed maximum-entropy sampling strategy, we calculated the empirical entropy for all the transmitter locations in Figure 2. It is not surprising that the 21 transmitter locations highlighted in Figure 2 stand out as the ones having the largest entropy.

Here we present NMR resonance assignments for human N-BP-2, achieved by recording spectra at low protein concentration using non-uniform sampling and maximum entropy reconstruction.

Combining non-linear data sampling with maximum entropy reconstruction is another option being explored by the Wagner group at Harvard [ 13].

The TCRβ repertoire diversity was validated by employing the Shannon entropy for which a maximum entropy of 14 500 clonotypes per sample (equal to the number of T cells in 100 ng DNA) was assumed (17).

We used the EGFR Boolean model by Samaga et al. and the IL1 model by Ryll et al. to compare the performance of four design strategies: (i) a naive approach choosing experiments at random, (ii) a maximum entropy approach based on a sample of models, (iii) a minimum entropy approach serving as a control and (iv) a maximum difference approach.

All NMR experiments were performed on a Bruker Avance II 900 MHz NMR spectrometer at 298 K. 2D 1HSQCN HSQC, 3D 1H–15NOESYSY and 3D 1H–13C NOESY data were acquired using traditional methods while 3D HNCO, HNCA, HN CO CA, HNCACB, CBCA CO NH, C CO NH, H CCO NH and HCCH TOCSY data were acquired using a non uniform sampling method and maximum entropy reconstruction [14].

The goodness of fit fG, is the fraction of trials in which G of the empirical distribution is greater than G of the sample from the maximum entropy distribution.

In each trial, a sample is drawn from the maximum entropy distribution and its G value is compared to the G value of the empirical distribution.

RRI data were obtained at 1-ms sampling intervals and analyzed by the maximum entropy method at high resolution with the "MemCalc" computer program.