Sentence examples for conditional restricted from inspiring English sources

In this paper, we investigate two newly developed stochastic models for time series prediction of energy consumption, namely Conditional Restricted Boltzmann Machine (CRBM) and Factored Conditional Restricted Boltzmann Machine (FCRBM).

This is accomplished by combining speaker-dependent conditional restricted Boltzmann machines (CRBMs) and a concatenating NN.

This paper presents a voice conversion (VC) method that utilizes conditional restricted Boltzmann machines (CRBMs) for each speaker to obtain high-order speaker-independent spaces where voice features are converted more easily than those in an original acoustic feature space.

Also the multivariate conditional analysis restricted to clinical centers where all the patients were included confirms that a selection bias is unlikely to explain the association between influenza vaccination and GBS.

The fourth uncertainty arises from voters' concerns over immigration and the extent to which any new EU trading arrangement must be conditional on restricting the free movement of workers.

In the simple GARCH model, conditional variance is restricted to be positive.

Analysis of microdissected epithelial lesions confirmed that no excision of the LoxP-flanked Brca1 allele occurred in these cells, suggesting that restricted conditional inactivation of Brca1 in granulosa cells is sufficient to induce neoplastic alterations in the epithelial compartment in a cell non-autonomous manner.

Alternative results of conditional logistic regression restricted to 811 age- and sex-matched pairs of individuals are reported in Additional file 3. Six associations between CRC risk and allelic variants were determined by both unconditional and conditional logistic regression analyses.

Our approach can easily be adapted to yield a RB1 or RB2 estimator in this context, by recalculating (in the three stage case) exactly how the sampling space of Y13 was restricted conditional on and given the trial made it to the final stage.

Conditional likelihoods generalize the restricted maximum likelihood estimation for a discrete response by conditioning on the sum of the read counts per class and improve the statistical properties of dispersion estimates.

These findings indicated that the conditional BKα ablation was restricted to cochlear hair cells.