Recently, feature selection and dimensionality reduction have become fundamental tools for
many data mining tasks, especially for processing high-dimensional data such as gene …

The predictive accuracy of high-dimensional biomedical datasets is often dwindled by many
irrelevant and redundant molecular disease diagnosis features. Dimensionality reduction …

In recent years, lots of data are generated and stored in the field of information technology,
bioinformatics, text mining, face recognition, microarray data analysis, image processing …

Invention of the microarray technology has rendered it possible to inspect the whole genome
at once in cancer classification. However, in order to curtail the computational complexity …

The research of imbalance data classification is the hot point in the field of data mining.
Conventional classifiers are not suitable to the imbalanced learning tasks since they tend to …

MP3 is the most widely used audio format nowadays in our daily life and music on the
internet are often of this format. In order to seek commercial benefit, low bit rate MP3 audios …

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With the invention of microarray technology there is considerable improvement in the
survival rate of cancer patients. Microarray gene expression data has a very large dimension …

El controlador PID se usa en más del 90% de los sistemas de control industrial [1], sin
embargo, a pesar de su prevalencia en la industria, los estudios muestran que su …

Based on the data published by World Health Organization, cancer is the second leading
reason of death universally. In 2015, about 8.8 million deaths were caused by cancer …