Concepedia

Antonio Salmerón

AS

Statistics

Publications

40

Citations

2.1K

H-Index

19

Active since

1998

Affiliations

University of Almería(Current)

Aalborg University

Norwegian University of Science and Technology

Universidad de Granada

University of Castilla-La Mancha

Antonio Salmerón is an author at University of Almería specializing in engineering, statistics, and data science.

Top concepts

EngineeringStatisticsData ScienceBayesian NetworksStatistical InferenceKnowledge DiscoveryComputer ScienceMachine LearningProbabilityBayesian Inference

Publications per year

1998–2020

40

Publications

40

Bayesian networks in environmental modelling

Pedro A. Aguilera, Antonio Fernández, Rosa Fernández et al. · Environmental Modelling & Software · 2011 · 670 citations

Bayesian Statistic, Bayesian Statistics, Environmental Monitoring +5

A survey on Bayesian network structure learning from data

Mauro Scanagatta, Antonio Salmerón, Fabio Stella · Progress in Artificial Intelligence · 2019 · 258 citations · Full text

Bayesian Network Structure, Engineering, Data Science +10

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

Importance sampling in Bayesian networks using probability trees

Antonio Salmerón, Andrés Cano, Serafı́n Moral · Computational Statistics & Data Analysis · 2000 · 94 citations

Probability Trees, Bayesian Statistic, Engineering +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

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