$k$-POD: A Method for $k$-Means Clustering of Missing Data

Jocelyn T. Chi, Eric C. Chi, Richard G. Baraniuk

The $k$-means algorithm is often used in clustering applications but its usage requires a complete data matrix. Missing data, however, is common in many applications. Mainstream ap…