Semi-Supervised Selective Affinity Propagation Ensemble Clustering With Active Constraints

The semi-supervised selective affinity propagation ensemble clustering with active constraints (SSAPEC) method combines affinity propagation (AP) clustering algorithm with ensemble clustering and incorporates prior knowledge (almost a pairwise constraint) to improve the clustering performance. In th...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Qi Lei, Ting Li
Format:	Article
Language:	English
Published:	IEEE 2020-01-01
Subjects:	Semi-supervised learning ensemble clustering ensemble clustering selection active learning strategy
Online Access:	https://ieeexplore.ieee.org/document/9024039/