Semi-Supervised Selective Affinity Propagation Ensemble Clustering With Active Constraints

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...

Full description

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

Similar Items

Similar Items