JOURNAL ARTICLE

Consistency regularization for deep semi-supervised clustering with pairwise constraints

Dan HuangJie HuTianrui LiShengdong DuHongmei Chen

Year: 2022 Journal:   International Journal of Machine Learning and Cybernetics Vol: 13 (11)Pages: 3359-3372   Publisher: Springer Science+Business Media
Keywords:
Cluster analysis Pairwise comparison Regularization (linguistics) Computer science Artificial intelligence Semi-supervised learning Consistency (knowledge bases) Leverage (statistics) Machine learning Pattern recognition (psychology) Data mining

Metrics

4
Cited By
0.78
FWCI (Field Weighted Citation Impact)
35
Refs
0.70
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Domain Adaptation and Few-Shot Learning
Physical Sciences →  Computer Science →  Artificial Intelligence
Face and Expression Recognition
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Video Surveillance and Tracking Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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