Simple and Scalable Sparse k-means Clustering via Feature Ranking

Zhiyue Zhang, Kenneth Lange, Jason Xu

Clustering, a fundamental activity in unsupervised learning, is notoriously difficult when the feature space is high-dimensional. Fortunately, in many realistic scenarios, only a h…