An efficient line symmetry-based K-means algorithm

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.