Sentence examples for based on a latent from inspiring English sources
We describe a method based on a latent Dirichlet allocation model for predicting functional effects of noncoding genetic variants in a cell-type and/or tissue-specific way (FUN-LDA).
The calculation of the economic impact of an economically optimized thermal energy storage system, based on a latent heat thermal energy storage system with phase change material, is the main focus of the presented work.
This article presents flexible new models for the dependence structure, or copula, of economic variables based on a latent factor structure.
The i-vector extraction is formulated in probabilistic terms based on a latent variable model as in (2), similarly for the case of i-supervector in (6).
Thus, Boes and Winkelmann [2] and Jones and Schurer [16] both give a solution to these issues with the use of the generalized ordered probit model since it is based on a latent threshold where the thresholds themselves are linear function of the explanatory variables.
The model is based on a latent health variable that incorporates a large set of health indicators.
In this paper, we propose a scheme to accelerate the Probabilistic Latent Semantic Indexing (PLSI), which is an automated document indexing method based on a statistical latent semantic model, exploiting the high parallelism of Graphics Processing Unit (GPU).
The coupling between the Lagrangian and Eulerian subproblems is achieved with a phase change detector scheme based on a local latent heat balance and a consistent/conservative interpolation technique between Lagrangian particles and the Eulerian grid.
Our approach is based on a Bayesian latent cluster regression model in which cluster membership is explained by geographic and linguistic covariates.
The model is based on an unobserved (latent) discrete health variable that determines the probability distribution of a number of observed health indicators as well as health expenditures over time.
Our latent variable measurement model was based on a multivariate logit analysis with latent variables [ 32].
