DNA microarray is an efficient new technology that allows to analyze, at the same time, the
expression level of millions of genes. The gene expression level indicates the synthesis of …

Microarray technology, as applied to the fields of bioinformatics, biotechnology, and
bioengineering, has made remarkable progress in both the treatment and prediction of many …

This paper proposed a new combination of feature selection/extraction approach for Artificial
Neural Networks (ANNs) classification of high-dimensional microarray data, which uses an …

Spiking neurons are models designed to simulate, in a realistic manner, the behavior of
biological neurons. Recently, it has been proven that this type of neurons can be applied to …

DNA microarrays is a technology that can be used to diagnose cancer and other diseases.
To automate the analysis of such data, pattern recognition and machine learning algorithms …

The improvement of protein expression levels represents one of the most important goals in
synthetic biology. In order to accomplish it, a promising and widely-used strategy lies on …

The information obtained from the analysis of DNA microarrays is relevant to identify and
predict illness, improve treatments, and to determine which genes are responsible to …

Around the globe in this era breast cancer is the most common disease among women,
previously detection of breast cancer was a long and tedious process. In the proposed …

The DNA Microarray classification is an important task in bioinformatics and medicine area.
The genetic expression in DNA microarrays present the opportunity to determine for …

BACKGROUND [0001] The present invention generally relates to comput ing systems, and
more specifically, to computer systems, computer-implemented methods, and computer …