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Métodos de redução de dimensionalidade aplicados na seleção genômica para características de carcaça em suínosDimensionality reduction methods applied to genomic selection for carcass traits in pigs
(Universidade Federal de ViçosaBREstatística Aplicada e BiometriaMestrado em Estatística Aplicada e BiometriaUFV, 2015)
Haplotype-based gene–gene interaction of bone morphogenetic protein 4 and interferon regulatory factor 6 in the etiology of non-syndromic cleft lip with or without cleft palate in a Chilean population
(Blackwell Munksgaard, 2017)
© 2017 Eur J Oral Sci Non-syndromic cleft lip with or without cleft palate (NSCL/P) is the most common craniofacial birth defect in humans, the etiology of which can be dependent on the interactions of multiple genes. We ...
A Hybrid Parallel Classification Model for the Diagnosis of Chronic Kidney Disease
Chronic Kidney Disease (CKD) has become a prevalent disease nowadays, affecting people globally around the world. Accurate prediction of CKD progression over time is essential for reducing its associated mortality and ...
Neural networks for feature-extraction in multi-target classification
(Universidade Federal de São CarlosUFSCarPrograma de Pós-Graduação em Ciência da Computação - PPGCCCâmpus São Carlos, 2020-08-21)
Multi-target learning is a prediction task where each data example is associated with multiple target-variables (outputs) simultaneously. One of the challenges in this research field is related to the high dimensionality ...
Comparison of dimensionality reduction methods to predict genomic breeding values for carcass traits in pigs
(Genetics and Molecular Research, 2017)
Forecasting Multiple Time Series With One-Sided Dynamic Principal Components
(American Statistical Association, 2019-02)
We define one-sided dynamic principal components (ODPC) for time series as linear combinations of the present and past values of the series that minimize the reconstruction mean squared error. Usually dynamic principal ...
Three-Dimensional Flow Stability Analysis Based on the Matrix-Forming Approach Made Affordable
(2017-01-01)
Theoretical developments for hydrodynamic instability analysis are often based on eigenvalue problems, the size of which depends on the dimensionality of the reference state (or base flow) and the number of coupled equations ...