21 citations · 21 across the 2 of their papers we have counts for
2 papers
q-bio.GN2021
Interpreting multi-variate models with setPCA
Nordine Aouni, Luc Linders, David Robinson +4
Principal Component Analysis (PCA) and other multi-variate models are often used in the analysis of "omics" data. These models contain much information which is currently neither e…
cs.DS2018★ 21 cited
Efficient Learning of Optimal Markov Network Topology with k-Tree Modeling
Liang Ding, Di Chang, Russell Malmberg +5
The seminal work of Chow and Liu (1968) shows that approximation of a finite probabilistic system by Markov trees can achieve the minimum information loss with the topology of a ma…