An efficient line symmetry-based K-means algorithm

作者：Chung KL^*; Lin KS

来源：Pattern Recognition Letters, 2006, 27(7): 765-772.

DOI：10.1016/j.patrec.2005.11.006

• clustering
• K-means algorithm
• point symmetry
• line symmetry

Recently, Su and Chou presented an efficient point symmetry-based K-means algorithm. Extending their point symmetry-based K-means algorithm, this paper presents a novel line symmetry-based K-means algorithm for clustering the data set with line symmetry property. Based on some real data sets, experimental results demonstrate that our proposed line symmetry-based K-means algorithm is rather encouraging.

• 出版日期2006-5