SACCOS: A Semi-Supervised Framework for Emerging Class Detection and Concept Drift Adaption Over Data Streams
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DOI: 10.1109/tkde.2020.2993193
Abstract: In this paper, we address challenges of detecting instances from emerging classes over a non-stationary data stream during data classification. In particular, data instances from an entirely unknown class may appear in a data stream… read more here.
Keywords: class; emerging class; detection; semi supervised ... See more keywords