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
A novel violation detection method of live video using fuzzy support vector machine
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DOI: 10.1007/s12652-020-02613-8
Abstract: In order to prevent the illegal videos from being posted on the Internet and causing adverse effects, video sites need to manually review each newly released video. The manual review is time-consuming and labor-intensive, and… read more here.
Keywords: video; detection; detection method; fuzzy support ... See more keywords
Life prediction of slewing bearing based on isometric mapping and fuzzy support vector regression
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DOI: 10.1177/0142331219862412
Abstract: The monitoring data of slewing bearing is massive. In order to establish accurate life prediction model from complex vibration signal of slewing bearing, a life prediction method based on manifold learning and fuzzy support vector… read more here.
Keywords: life prediction; slewing bearing; life; fuzzy support ... See more keywords