Data Skeleton Learning: Scalable active clustering with sparse graph structures

Wen-Bo Xie

doi:10.1016/j.patcog.2025.113018

Data Skeleton Learning: Scalable active clustering with sparse graph structures

2025-12-29

0

PRE

AI

DOI：10.1016/j.patcog.2025.113018

Original

Original request for help

Save

Abstract

En 中文

• A novel active learning framework for constrained clustering is proposed. • Two tailored spare graph structures are proposed for large data clustering. • A probabilistic analysis is done to establish the theoretical correctness.

Data Skeleton Learning: Scalable active clustering with sparse graph structures

Abstract

Journal

Organization