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Recently, Zhang et al. (2011) developed a framework of sparse network-regularized multiple non-negative matrix factorization (SNMNMF) to discover miRNA-gene comodules based on factorized coefficient matrices by integrating diverse data sources [ 15].
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The predictive likelihood of y conditioned on the variance components is a normal distribution with mean zero and covariance matrix (5) By integrating out the variance components, the marginal likelihood of y is a multivariate t-distribution with mean 0, degrees of freedom and variance (Newton et al., 2011).
Another approach is proposed in [9], where the desired signal power spectral density (PSD) matrix is computed by integrating the free field-based PSD matrices across the region of possible source DOAs.
A Transcription factor (TF) - target gene (TG) similarity matrix was generated by integrating data from different analytic methods.
Necessary platform information is extracted from BIM and then used to model the simulation environment by integrating matrix model and network model.
An element stiffness matrix may be obtained by integrating the strain energy density over the spatial domain of the nth element and calculating its Hessian.
Results: We modelled the 50% growth inhibition bioassay end-point (GI50) of 17 142 compounds screened against 59 cancer cell lines from the NCI60 panel (941 831 data-points, matrix 93.08% complete) by integrating the chemical and biological (cell line) information.
We synthesized a new morphological cladistic dataset by integrating previous matrices (additional files 1, 2) [ 3, 4, 7- 9, 16].
Such a large area lighting device can be made by integrating a matrix of closely spaced LEDs on a flexible foil substrate.
In this paper, for some type of symmetric pairs (G,H), we show that local periods in HomH π,C) can be constructed by integrating the matrix coefficients of π over H.
The design of metal matrix composites can be enhanced by integrating the concept of functionally graded materials (FGM) to produce engineering materials with tailored contradictory properties that suit multifunctioning components.
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