Abstract: Feature selection is a technique commonly used in Data Mining and Machine Learning. Traditional feature selection methods, when applied to large datasets, generate a large number of feature ...

Abstract: In the era of big data, both the size and the number of features, samples, and classes continue to increase, resulting in high-dimensional classification tasks. One characteristic, among ...