Instance-based entropy fuzzy support vector machine for imbalanced data
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DOI: 10.1007/s10044-019-00851-x
Abstract: Imbalanced classification has been a major challenge for machine learning because many standard classifiers mainly focus on balanced datasets and tend to have biased results toward the majority class. We modify entropy fuzzy support vector… read more here.
Keywords: machine; fuzzy support; support vector; entropy ... See more keywords
Tsallis Entropy of Fuzzy Dynamical Systems
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DOI: 10.3390/math6110264
Abstract: This article deals with the mathematical modeling of Tsallis entropy in fuzzy dynamical systems. At first, the concepts of Tsallis entropy and Tsallis conditional entropy of order where is a positive real number not equal… read more here.
Keywords: order; entropy; tsallis entropy; fuzzy dynamical ... See more keywords