Kernelized fuzzy rough sets based online streaming feature selection for large-scale hierarchical classification
Sign Up to like & getrecommendations! Published in 2021 at "Applied Intelligence"
DOI: 10.1007/s10489-020-01863-5
Abstract: In recent years, many online streaming feature selection approaches focus on flat data, which means that all data are taken as a whole. However, in the era of big data, not only the feature space… read more here.
Keywords: streaming feature; online streaming; hierarchical classification; feature selection ... See more keywords
New Online Streaming Feature Selection Based on Neighborhood Rough Set for Medical Data
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DOI: 10.3390/sym12101635
Abstract: Not all features in many real-world applications, such as medical diagnosis and fraud detection, are available from the start. They are formed and individually flow over time. Online streaming feature selection (OSFS) has recently attracted… read more here.
Keywords: online streaming; feature selection; rough set; feature ... See more keywords