An Integrated Method for Feature Selection Using Fuzzy Information Measure

Abstract

Information overload has been experienced due to advancements in data collection and storage capabilities during the past years. A challenge in highdimensional datasets has bound to give rise to new theoretical developments. One of the issues with high-dimensional datasets is that, not all the measured variables are important for understanding the underlying phenomena of interest. newline