Inmaculada Pérez-Bernabé

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 2

Top Topics

Basis Functions

Bayesian Networks

Prior Knowledge

Top Venues

Int. J. Approx. Reason.

Publications

Inmaculada Pérez-Bernabé, Ana D. Maldonado, Antonio Salmerón, Thomas D. Nielsen
MoTBFs: An R Package for Learning Hybrid Bayesian Networks Using Mixtures of Truncated Basis Functions. R J. 12 (2) (2020)
Inmaculada Pérez-Bernabé, Antonio Fernández, Rafael Rumí, Antonio Salmerón
Parameter learning in hybrid Bayesian networks using prior knowledge. Data Min. Knowl. Discov. 30 (3) (2016)
Inmaculada Pérez-Bernabé, Antonio Salmerón, Helge Langseth
Learning Conditional Distributions Using Mixtures of Truncated Basis Functions. ECSQARU (2015)
Helge Langseth, Thomas D. Nielsen, Inmaculada Pérez-Bernabé, Antonio Salmerón
Learning mixtures of truncated basis functions from data. Int. J. Approx. Reason. 55 (4) (2014)
Antonio Fernández, Inmaculada Pérez-Bernabé, Rafael Rumí, Antonio Salmerón
Incorporating Prior Knowledge when Learning Mixtures of Truncated Basis Functions from Data. SCAI (2013)
Antonio Fernández, Inmaculada Pérez-Bernabé, Antonio Salmerón
On Using the PC Algorithm for Learning Continuous Bayesian Networks: An Experimental Analysis. CAEPIA (2013)