Dekang Zhu

Maximum Likelihood Estimation for Single Linkage Hierarchical Clustering

2015 · arXiv (Cornell University)

We derive a statistical model for estimation of a dendrogram from single linkage hierarchical clustering (SLHC) that takes account of uncertainty through noise or corruption in the measurements of separation of data. Our focus is …