Yunhui Liang

K-Means Clustering Based on Chebyshev Polynomial Graph Filtering

Clustering, a key unsupervised learning method, is widely used in various fields. While the classic K-means algorithm is popular, it often neglects valuable high-order information in data. To address this, we have proposed an improved K-means algorithm incorporating a Chebyshev polynomial approximat…