430 citations · 995 across the 30 of their papers we have counts for
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stat.ME2016★ 5 cited
Predictive Hierarchical Clustering: Learning clusters of CPT codes for improving surgical outcomes
Elizabeth C. Lorenzi, Stephanie L. Brown, Zhifei Sun +1
We develop a novel algorithm, Predictive Hierarchical Clustering (PHC), for agglomerative hierarchical clustering of current procedural terminology (CPT) codes. Our predictive hier…
stat.ME2009★ 2 cited
Ranking relations using analogies in biological and information networks
Ricardo Silva, Katherine Heller, Zoubin Ghahramani +1
Analogical reasoning depends fundamentally on the ability to learn and generalize about relations between objects. We develop an approach to relational learning which, given a set…