Compressive sensing signal reconstruction by weighted median regression estimates
JL Paredes, GR Arce - IEEE Transactions on Signal Processing, 2011 - ieeexplore.ieee.org
In this paper, we propose a simple and robust algorithm for compressive sensing (CS) signal
reconstruction based on the weighted median (WM) operator. The proposed approach …
reconstruction based on the weighted median (WM) operator. The proposed approach …
Modelling and assessing differential gene expression using the alpha stable distribution
D Salas-Gonzalez, EE Kuruoglu… - The International Journal …, 2009 - degruyter.com
After normalization, the distribution of gene expressions for very different organisms have a
similar shape, usually exhibit heavier tails than a Gaussian distribution, and have a certain …
similar shape, usually exhibit heavier tails than a Gaussian distribution, and have a certain …
A heavy-tailed empirical Bayes method for replicated microarray data
DNA microarray has been recognized as being an important tool for studying the expression
of thousands of genes simultaneously. These experiments allow us to compare two different …
of thousands of genes simultaneously. These experiments allow us to compare two different …
A fast normalization method of CDNA microarray data based on LAD
JM Ramírez, JL Paredes - IV Latin American Congress on Biomedical …, 2008 - Springer
This paper introduces a new method for normalizing cDNA microarray expression data. The
proposed approach assumes that the fluctuations between replicated microarray data follow …
proposed approach assumes that the fluctuations between replicated microarray data follow …
[PDF][PDF] The International Journal of Biostatistics
After normalization, the distribution of gene expressions for very different organisms have a
similar shape, usually exhibit heavier tails than a Gaussian distribution, and have a certain …
similar shape, usually exhibit heavier tails than a Gaussian distribution, and have a certain …