Subset lattices with parent set constraints and best sinks identified by CausNet-partial as an example.

Subset lattices with parent set constraints and best sinks identified by CausNet-partial as an example.

<p>The blue arrows encode the best sink for each subset in the lattice. As an example, the blue arrow from to encodes the best sink {2}. The complete blue path represents the best network.</p>

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Bibliographic Details
Main Author:	Nand Sharma (21519845) (author)
Other Authors:	Joshua Millstein (29018) (author)
Published:	2025
Subjects:	Genetics Biotechnology Cancer Infectious Diseases Plant Biology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified processing takes less possible bayesian networks parent set constraints finding optimal sparse drastically reduced runtime alarm message system 16 gb ram large dimensional data small bayesian networks bayesian network designed causnet &# 8212 partial &# 8212 based method causnet &# 8216 real data original causnet xlink "> three state survival outcomes survival outcome scalable method recent work present work personal computer patient monitoring partial order novel way five minutes efficiently searches different number based search art algorithms 513 genes
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