Microarray technology has become an emerging trend in the domain of genetic research in
which many researchers employ to study and investigate the levels of genes' expression in a …

Cancer is considered a leading cause of mortality in both developed and developing
countries. Cancer classification based on the microarray dataset has provided insight into …

Microarray data plays an essential role in diagnosing and detecting cancer. Microarray
analysis allows the examination of levels of gene expression in specific cell samples, where …

This systematic review provides researchers interested in feature selection (FS) for
processing microarray data with comprehensive information about the main research …

The main aim of this study is to select the optimal set of genes from microarray cancer
datasets that contribute to the prediction of specific cancer types. This study proposes the …

Gene selection can help the analysis of microarray gene expression data. However, it is very
difficult to obtain a satisfactory classification result by machine learning techniques because …

The rapid development of DNA microarray technology enables researchers to measure the
expression levels of thousands of genes simultaneously and allows biologists easily gain …

In bioinformatics research, cancer classification is a crucial domain. The use of microarray
technology to identify specific illnesses is common. A small number of genes uncovered in …

Cancer, in particular breast cancer, is considered one of the most common causes of death
worldwide according to the world health organization. For this reason, extensive research …

DNA microarray data is expected to be a great help in the development of efficient diagnosis
and tumor classification. However, due to the small number of instances compared to a large …