Articles with "active clustering" as a keyword



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Fast and Effective Active Clustering Ensemble Based on Density Peak

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Published in 2021 at "IEEE Transactions on Neural Networks and Learning Systems"

DOI: 10.1109/tnnls.2020.3015795

Abstract: Semisupervised clustering methods improve performance by randomly selecting pairwise constraints, which may lead to redundancy and instability. In this context, active clustering is proposed to maximize the efficacy of annotations by effectively using pairwise constraints.… read more here.

Keywords: density peak; clustering ensemble; fast effective; active clustering ... See more keywords