Zobrazeno 1 - 10
of 10
pro vyhledávání: '"Thomas, Lina"'
Autor:
Thomas, Lina Dornelas
Nesta pesquisa, estudamos e comparamos duas maneiras de se construir redes. O principal objetivo do nosso estudo é encontrar uma forma efetiva de se construir redes, especialmente quando temos menos observações do que variáveis. A construção da
Over the past decade, various methods have been proposed for the reconstruction of networks modeled as Gaussian Graphical Models. In this work, we analyzed three different approaches: the Graphical Lasso (GLasso), the Graphical Ridge (GGMridge), and
Externí odkaz:
http://arxiv.org/abs/1806.04098
Autor:
Dong, Xiaoxi, Yambartsev, Anatoly, Ramsey, Stephen, Thomas, Lina, Shulzhenko, Natalia, Morgun, Andrey
Omics technologies enable unbiased investigation of biological systems through massively parallel sequence acquisition or molecular measurements, bringing the life sciences into the era of Big Data. A central challenge posed by such omics datasets is
Externí odkaz:
http://arxiv.org/abs/1411.0595
Publikováno v:
AIP Conf. Proc. 1490, 323 (2012)
This research is about studying and comparing two different ways of building complex networks. The main goal of our study is to find an effective way to build networks, particularly when we have fewer observations than variables. We construct network
Externí odkaz:
http://arxiv.org/abs/1409.2833
Autor:
Xiaoxi Dong, Yambartsev, Anatoly, Ramsey, Stephen A., Thomas, Lina D., Shulzhenko, Natalia, Morgun, Andrey
Publikováno v:
Bioinformatics & Biology Insights; 2015, Issue 9, p61-74, 14p
Publikováno v:
AIP Conference Proceedings; Oct2012, Vol. 1490 Issue 1, p323-331, 9p, 3 Graphs
Autor:
Thomas LD; Instituto de Matemática e Estatística, Universidade de São Paulo, São Paulo, Brazil., Vyshenska D; College of Pharmacy, Oregon State University, Corvallis, USA., Shulzhenko N; College of Veterinary Medicine, Oregon State University, Corvallis, USA., Yambartsev A; Instituto de Matemática e Estatística, Universidade de São Paulo, São Paulo, Brazil., Morgun A; College of Pharmacy, Oregon State University, Corvallis, USA.
Publikováno v:
F1000Research [F1000Res] 2016 Nov 22; Vol. 5, pp. 2740. Date of Electronic Publication: 2016 Nov 22 (Print Publication: 2016).
Autor:
Dong X; College of Pharmacy, Oregon State University, Corvallis, OR, USA., Yambartsev A; Department of Statistics, Institute of Mathematics and Statistics, University of Sao Paulo, Sao Paulo, SP, Brazil., Ramsey SA; School of Electrical Engineering and Computer Science, Department of Biomedical Sciences, Oregon State University, Corvallis, OR, USA. ; College of Veterinary Medicine, Department of Biomedical Sciences, Oregon State University, Corvallis, OR, USA., Thomas LD; Department of Statistics, Institute of Mathematics and Statistics, University of Sao Paulo, Sao Paulo, SP, Brazil., Shulzhenko N; College of Veterinary Medicine, Department of Biomedical Sciences, Oregon State University, Corvallis, OR, USA., Morgun A; College of Pharmacy, Oregon State University, Corvallis, OR, USA.
Publikováno v:
Bioinformatics and biology insights [Bioinform Biol Insights] 2015 Apr 29; Vol. 9, pp. 61-74. Date of Electronic Publication: 2015 Apr 29 (Print Publication: 2015).