Bayesian Hierarchic Sample Clustering

This report presents a novel algorithm for hierarchical clustering called Bayesian Sample Clustering (BSC). BSC is a single linkage algorithm that uses data samples to produce a predictive distribution for each sample. The predictive distributions are compared using the Chan-Darwiche distance, a met...

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Bibliographic Details
Main Author: Isheden, Gabriel
Format: Others
Language:English
Published: KTH, Matematik (Inst.) 2015
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-168316