Active Informative Pairwise Constraint Formulation Algorithm for Constraint-Based Clustering

Active Informative Pairwise Constraint Formulation Algorithm for Constraint-Based Clustering

Constraint-based clustering utilizes pairwise constraints to improve clustering performance. In this paper, we propose a novel formulation algorithm to generate more informative pairwise constraints from limited queries for the constraint-based clustering. Our method consists of two phases: pre-clus...

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Bibliographic Details
Main Authors: Guoxiang Zhong, Xiuqin Deng, Shengbing Xu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Constraint-based clustering
pairwise constraint
weak sample
strong sample
symmetric relative entropy
Online Access:https://ieeexplore.ieee.org/document/8740960/

Internet

https://ieeexplore.ieee.org/document/8740960/

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