Sentence examples for the sampling mechanism from inspiring English sources
We discuss how knowledge of the sampling mechanism can and should inform a prior specification, π(x) say, for the joint distribution of the measurement locations X="{xi:i= 1,…,n}, and propose an efficient Metropolis–Hastings algorithm for drawing samples from the resulting predictive distribution of the missing elements of X.
The instruments have the goal to perform in situ study of the collected martian samples, thus quantitatively characterizing the mineralogy, the composition, the microphysical structure of the materials of the Martian soils down to the depth available to the sampling mechanism.
A robust controller is designed such that the finite communication control system employs an arbitrary possibly vanishing, average data rate in a delay free setup while guaranteeing containability The controller can be applied in the presence of delays as well, whereas the sampling mechanism needs to be adjusted.
Previous work has thoroughly deconstructed the sampling mechanism used by Twitter to create the 1% stream and found it to be largely methodologically sound, though vulnerable to manipulation.
It combines both the forward-only version of the FFBS algorithm with the sampling mechanism of the FFBSi algorithm.
The visual attention model adopts the multi-scale spatial attention to simulate the nonuniform sampling mechanism of the human retina [15].
Burt and Crouely proposed a pyramid structure from the summary of the nonuniform sampling mechanism [16].
This mechanism, which is called the single sampling mechanism, easily detects a single failure that occurs occasionally, such as network outage.
Recently, the deep learning has been applied for facial age estimation, e.g., a multilayered neural network is integrated with the adapted retinal sampling mechanism [22]; the convolutional neural network based methods [23, 24] have been studied as well; a constructive probabilistic neural network based on learning from label distributions was also presented [10].
The suggested perceived modeling method is used in this paper to analyse the fine balance to be made in the design compromises of sampling mechanism.
We prove that the closed-loop faulty system is input-to-state stable (ISS) under the proposed self-triggered sampling mechanism.
