Siyi Wang

collaborators

2 papers

stat.ME2026

Depth-Based Local Center Clustering: A Framework for Handling Different Clustering Scenarios

Siyi Wang, Alexandre Leblanc, Paul D. McNicholas

Cluster analysis, or clustering, plays a crucial role across numerous scientific and engineering domains. Despite the wealth of clustering methods proposed over the past decades, e…

math.ST2025

$I^^{2}$ -integrated local depth and corresponding partitioned local depth representation

Siyi Wang, Alexandre Leblanc, Paul D. McNicholas

A novel local depth definition, $I^^{2}$ -integrated local depth ( $I^^{2}$ -ILD), is proposed as a generalization of the local depth introduced by Paindaveine and Van Bever \cite{paindaveine…

Depth-Based Local Center Clustering: A Framework for Handling Different Clustering Scenarios

I^2-integrated local depth and corresponding partitioned local depth representation

$I^^{2}$ -integrated local depth and corresponding partitioned local depth representation