Tractable learning of Bayesian networks from partially observed data

Author:

Benjumeda MarcoORCID,Luengo-Sanchez Sergio,Larrañaga Pedro,Bielza Concha

Funder

Spanish Ministry of Science and Innovation

European Union’s Horizon 2020 Research and Innovation Programme

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Signal Processing,Software

Reference68 articles.

1. Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference;Pearl,1988

2. Probabilistic Graphical Models: Principles and Techniques;Koller,2009

3. Discrete Bayesian network classifiers: a survey;Bielza;ACM Comput. Surv.,2014

4. Towards complex activity recognition using a Bayesian network-based probabilistic generative framework;Liu;Pattern Recognit.,2017

5. Robust multiple cameras pedestrian detection with multi-view Bayesian network;Peng;Pattern Recognit.,2015

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