In the era of accelerating growth of genomic data, feature-selection techniques are believed
to become a game changer that can help substantially reduce the complexity of the data …

Abstract {\em “How much is my data worth?”} is an increasingly common question posed by
organizations and individuals alike. An answer to this question could allow, for instance …

Abstract As Chronic Kidney Disease progresses slowly, early detection and effective
treatment are the only cure to reduce the mortality rate. Machine learning techniques are …

Microarray data plays a major role in diagnosing and treating cancer. In several microarray
data sets, many gene fragments are not associated with the target diseases. A solution to the …

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 data play a huge role in recognizing a proper cancer diagnosis and
classification. In most microarray data set consist of thousands of genes, but the majority …

Early diagnosis of breast cancer is essential to save lives of patients. Usually, medical
datasets include a large variety of data that can lead to confusion during diagnosis. The …

When the genes associated with breast cancer are mutated, they may not function normally
and breast cancer risk increases. Therefore the method that among huge number of …

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 …

Early diagnosis and treatment are the most important strategies to prevent deaths from
several diseases. In this regard, data mining and machine learning techniques have been …