VDPC: variational density peak clustering algorithm

• Main Authors: Wang, Yizhang, Wang, Di, Zhou, You, Zhang, Xiaofeng, Quek, Chai
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Density Peak Clustering; Local Density Analysis
• Online Access: https://hdl.handle.net/10356/169128
• Institution: Nanyang Technological University

The widely applied density peak clustering (DPC) algorithm makes an intuitive cluster formation assumption that cluster centers are often surrounded by data points with lower local density and far away from other data points with higher local density. However, this assumption suffers from one limita...