Thomas D. Nielsen

Inference in hybrid Bayesian networks

Helge Langseth, Thomas D. Nielsen, Rafael Rumí et al. · Reliability Engineering & System Safety · 2009 · 101 citations

Bayesian Statistic, Engineering, Bayesian Network +6

Classification using Hierarchical Naïve Bayes models

Helge Langseth, Thomas D. Nielsen · Machine Learning · 2006 · 87 citations · Full text

Classification Method, Engineering, Machine Learning +8

A parallel algorithm for Bayesian network structure learning from large data sets

Anders L. Madsen, Frank Jensen, Antonio Salmerón et al. · Knowledge-Based Systems · 2016 · 84 citations · Full text

Bayesian Statistic, Bayesian Network Structure, Machine Learning +18

Mixtures of truncated basis functions

Helge Langseth, Thomas D. Nielsen, Antonio Salmerón · International Journal of Approximate Reasoning · 2011 · 76 citations · Full text

Mixture Distribution, Engineering, Generalized Function +4

Learning deterministic probabilistic automata from a model checking perspective

Hua Mao, Yingke Chen, Manfred Jaeger et al. · Machine Learning · 2016 · 65 citations · Full text

Logical Automaton, Engineering, Automated Reasoning +7