Junyu Huang

A Single-Swap Local Search Algorithm for k-Means of Lines

Clustering is a fundamental problem that has been extensively studied over past few decades, with most research focusing on point-based clustering such as k - means, k -median, and k -center. However, numerous real-world applications, such as motion analysis, computer vision, and missing data analysis, require clusteri...