Salmerón Cerdán, Antonio Autor

Open Access

Spatial and temporal characterization of the rich fraction of plastid DNA present in the nuclear genome of Moringa oleifera reveals unanticipated complexity in NUPTs´ formation

  • Juan Pablo Marczuk-Rojas
  • Angélica María Álamo-Sierra
  • Antonio Salmerón
  • Alfredo Alcayde
  • Viktor Isanbaev
  • Lorenzo Carretero-Paulet

BMC Genomics - 1/12/2024

10.1186/s12864-024-09979-5

Número de citas:
Open Access

Bayesian Network analysis of software logs for data‐driven software maintenance

  • Santiago del Rey
  • Silverio Martínez‐Fernández
  • Antonio Salmerón

IET Software - 14/02/2023

10.1049/sfw2.12121

Número de citas:
Open Access

An Empirical Analysis of the Impact of Continuous Assessment on the Final Exam Mark

  • María Morales
  • Antonio Salmerón
  • Ana D. Maldonado
  • Andrés R. Masegosa
  • Rafael Rumí

Mathematics - 27/10/2022

10.3390/math10213994

Número de citas: 2 (Web of Science)
Open Access

Comments on: Hybrid semiparametric Bayesian networks

  • Antonio Salmerón

TEST - 13/06/2022

10.1007/s11749-022-00818-x

Número de citas:
Open Access

A Soft Clustering Approach to Detect Socio-Ecological Landscape Boundaries Using Bayesian Networks

  • Rosa Fernández
  • Ana D. Maldonado
  • Laura Uusitalo
  • Antonio Salmerón Cerdán
  • Rafael Rumi
  • Pedro Aguilera Aguilera

Agronomy - 10/04/2021

10.3390/agronomy11040740

Número de citas: 2 (Web of Science)
Open Access

Probabilistic Models with Deep Neural Networks

  • Andrés R. Masegosa
  • Rafael Cabañas De Paz
  • Helge Langseth
  • Thomas Dyhre Nielsen
  • Antonio Salmerón Cerdán

Entropy - 1/01/2021

10.3390/e23010117

Número de citas: 4 (Web of Science)

MoTBFs: An R Package for Learning Hybrid Bayesian Networks Using Mixtures of Truncated Basis Functions

  • Perez-Bernabe, Inmaculada
  • Maldonado, Ana D.
  • Salmeron, Antonio
  • Nielsen, Thomas D.

R Journal - 12/2020

InferPy: Probabilistic modeling with deep neural networks made easy

  • Cózar J.
  • Cabañas R.
  • Salmerón A.
  • Masegosa A.R.

Neurocomputing - 20/11/2020

10.1016/j.neucom.2020.07.117

Número de citas: 2 (Web of Science) 2 (Scopus)
Open Access

Statistical Parameters Based on Fuzzy Measures

  • Fernando Reche
  • María Morales
  • Antonio Salmerón

Mathematics - 12/11/2020

10.3390/math8112015

Número de citas: 1 (Web of Science)
Open Access

Variational Inference over Nonstationary Data Streams for Exponential Family Models

  • Andrés R. Masegosa
  • Darío Ramos-López
  • Antonio Salmerón
  • Helge Langseth
  • Thomas D. Nielsen

Mathematics - 3/11/2020

10.3390/math8111942

Número de citas: 8 (Web of Science) 2 (Scopus)

Análisis de datos ambientales usando redes bayesianas

  • Ana Devaki Maldonado González
  • Pedro Aguilera Aguilera
  • Antonio Salmerón Cerdán

2018

Número de citas:
  • Dialnet
Open Access

Mixtures of Gaussians as a Proxy in Hybrid Bayesian Networks

  • Salmerón A.
  • Reche F.

Studies in Systems, Decision and Control - 1/1/2018

10.1007/978-3-319-73848-2_35

Número de citas: 1 (Web of Science) 1 (Scopus)

Learning hybrid bayesian networks using mixtures of truncated basis functions. Aprendizaje de redes bayesianas híbridas con mixturas de funciones base truncadas

  • Inmaculada Pérez-Bernabé
  • Antonio Salmerón Cerdán
  • Helge Langseth

2015

Número de citas:
  • Dialnet
Open Access

Estimation of species richness using bayesian networks

  • Maldonado A.
  • Ropero R.
  • Aguilera P.
  • Rumí R.
  • Salmerón A.

Advances in Artificial Intelligence - 1/1/2015

10.1007/978-3-319-24598-0_14

Número de citas: 1 (Web of Science) 1 (Scopus)
Open Access

Supervised classification using hybrid probabilistic decision graphs

  • Fernández A.
  • Rumí R.
  • del Sagrado J.
  • Salmerón A.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2014

10.1007/978-3-319-11433-0_14

Número de citas: 2 (Web of Science) 2 (Scopus)

New data structures and algorithms for uncertainty treatment with probabilistic graphical models

  • Cora Beatriz Pérez Ariza
  • Antonio Salmerón Cerdán
  • Andrés Cano Utrera
  • Manuel Gómez Olmedo

2013

Número de citas:
  • Dialnet

Incorporating prior knowledge when learning mixtures of truncated basis functions from data

  • Fernández A.
  • Pérez-Bernabé I.
  • Rumí R.
  • Salmerón A.

Twelfth Scandinavian Conference on Artificial Intelligence (Scai 2013) - 1/12/2013

10.3233/978-1-61499-330-8-95

Número de citas: 1 (Web of Science) 2 (Scopus)
Open Access

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface

  • Bielza, C.
  • Salmerón, A.
  • Alonso-Betanzos, A.
  • Hidalgo, J.I.
  • Martínez, L.
  • Troncoso, A.
  • Corchado, E.
  • Corchado, J.M.
... Ver más Contraer

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 10/10/2013

Número de citas:
Open Access

Learning recursive probability trees from data

  • Cano, A.
  • Gómez-Olmedo, M.
  • Moral, S.
  • Pérez-Ariza, C.B.
  • Salmerón, A.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 10/10/2013

10.1007/978-3-642-40643-0_34

Número de citas: 1 (Web of Science) 1 (Scopus)
Open Access

On using the PC algorithm for learning continuous Bayesian networks: An experimental analysis

  • Fernández A.
  • Pérez-Bernabé I.
  • Salmerón A.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 10/10/2013

10.1007/978-3-642-40643-0_35

Número de citas: 2 (Web of Science) 2 (Scopus)

Bayesian models of data streams with Hierarchical Power Priors

  • Masegosa A.
  • Nielsen T.
  • Langseth H.
  • Ramos-López D.
  • Salmerón A.
  • Madsen A.

Proceedings of the 34th International Conference on Machine Learning - 1/1/2017

Número de citas: 2 (Scopus)

Financial Data Analysis with PGMs Using AMIDST

  • Cabanas R.
  • Martinez A.
  • Masegosa A.
  • Ramos-Lopez D.
  • Sameron A.
  • Nielsen T.
  • Langseth H.
  • Madsen A.
... Ver más Contraer

IEEE International Conference on Data Mining Workshops, ICDMW - 30/01/2017

10.1109/icdmw.2016.0185

Número de citas: 4 (Web of Science) 4 (Scopus)
Open Access

d-VMP: Distributed Variational Message Passing

  • Andres Masegosa
  • Ana M. Martinez
  • Helge Langseth
  • Thomas Dyhre Nielsen
  • Antonio Salmerón
  • Darío Ramos-López
  • Anders Læsø Madsen
... Ver más Contraer

JMLR Workshop and Conference Proceedings - 1/1/2016

Número de citas: 8 (Scopus)
Open Access

Scalable MAP inference in Bayesian networks based on a Map-Reduce approach

  • Ramos-L pez D.o.
  • Salmer n A.
  • Rum R.
  • Mart nez A.M.
  • Nielsen T.D.
  • Masegosa A.R.
  • Langseth H.
  • Madsen A.L.
... Ver más Contraer

Proceedings of the Eighth International Conference on Probabilistic Graphical Models - 1/1/2016

Número de citas:

An experimental comparison of methods to handle missing values in environmental datasets

  • Maldonado A.D.
  • Aguilera P.A.
  • Salmerón A.

Environmental Modelling and Software for Supporting a Sustainable Future, Proceedings - 8th International Congress on Environmental Modelling and Software, iEMSs 2016 - 1/1/2016

Número de citas: 1 (Scopus)
Open Access

Parallel Filter-Based Feature Selection Based on Balanced Incomplete Block Designs

  • Salmerón A.
  • Madsen A.
  • Jensen F.
  • Langseth H.
  • Nielsen T.
  • Ramos-López D.
  • Martínez A.
  • Masegosa A.
... Ver más Contraer

ECAI 2016 - 1/1/2016

10.3233/978-1-61499-672-9-743

Número de citas:

Robust classification of multivariate time series by imprecise hidden Markov models

  • Antonucci, Alessandro
  • De Rosa, Rocco
  • Giusti, Alessandro
  • Cuzzolin, Fabio

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/2015

10.1016/j.ijar.2014.07.005

Número de citas: 33 (Web of Science)
Open Access

MPE inference in conditional linear gaussian networks

  • Salmerón A.
  • Rumí R.
  • Langseth H.
  • Madsen A.
  • Nielsen T.

Symbolic and Quantitative Approaches to Reasoning with Uncertainty - 1/1/2015

10.1007/978-3-319-20807-7_37

Número de citas: 4 (Scopus)
Open Access

Learning conditional distributions using mixtures of truncated basis functions

  • Pérez-Bernabé I.
  • Salmerón A.
  • Langseth H.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2015

10.1007/978-3-319-20807-7_36

Número de citas: 2 (Web of Science) 2 (Scopus)
Open Access

Modeling concept drift: A probabilistic graphical model based approach

  • Borchani H.
  • Martínez A.
  • Masegosa A.
  • Langseth H.
  • Nielsen T.
  • Salmerón A.
  • Fernández A.
  • Madsen A.
  • Sáez R.
... Ver más Contraer

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2015

10.1007/978-3-319-24465-5_7

Número de citas: 13 (Web of Science) 14 (Scopus)

Este autor no tiene patentes.

The multilabel naive credal classifier

  • Antonucci, Alessandro
  • Corani, Giorgio

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 4/2017

10.1016/j.ijar.2016.10.006

Número de citas: 8 (Web of Science)

Probabilistic Inference in Credal Networks: New Complexity Results

  • Maua, Denis Deratani
  • de Campos, Cassio P.
  • Benavoli, Alessio
  • Antonucci, Alessandro

JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH - 2014

10.1613/jair.4355

Número de citas: 20 (Web of Science)
Open Access

HUGIN architecture for propagating belief functions

  • Salmerón Cerdán, Antonio
  • Jensen, Finn V.

28/05/2012

Mixture of truncated exponentials in supervised classification: Case study for the naive bayes and averaged one-dependence estimators classifiers

  • Flores, M.J.
  • Gámez, J.A.
  • Martínez, A.M.
  • Salmerón, A.

International Conference on Intelligent Systems Design and Applications, ISDA - 1/12/2011

10.1109/isda.2011.6121720

Número de citas: 7 (Scopus)
Open Access

Incremental supervised classification for the MTE distribution: a preliminary study

  • Flesch, Ildikó
  • Fernández, Antonio
  • Salmerón Cerdán, Antonio

Simposio nacional de Inteligencia Computacional 2007 - 2007

Open Access

Metodología para el análisis de relevancia de indicadores de rendimiento en educación superior

  • Morales, M.
  • Rodríguez Fernández, Celso
  • Salmerón Cerdán, Antonio

XXX Congreso Nacional de Estadística e Investigación Operativa. - 2007

Número de citas:
Open Access

Selective naive Bayes predictor with mixtures of truncated exponentials

  • Morales, María
  • Rodríguez, Carmelo
  • Salmerón Cerdán, Antonio

International Conference on Mathematical and Statistical Modeling in Honor of Enrique Castillo. - 2006

Open Access

BayesChess: programa de ajedrez adaptativo basado en redes bayesianas

  • Fernández Álvarez, Antonio
  • Salmerón Cerdán, Antonio

CMPI 2006 - 2006

Número de citas:
Open Access

Reduction of Irrelevant Features in Oceanic Satellite Images by means of Bayesian Networks

  • Piedra Fernández, José Antonio
  • Salmerón Cerdán, Antonio
  • Guindos, Francisco J.
  • Cantón-Garbín, Manuel

VI Jornadas de Transferencia de Tecnología en I.A. - 2005

Open Access

Predicción del valor genético en ovejas de raza manchega usando técnicas de aprendizaje automático

  • Gámez Martín, José Antonio
  • Salmerón Cerdán, Antonio

VI Jornadas de Transferencia de Tecnología en I.A. - 2005

Scopus: 17

Web of Science: 20

Scopus: 34

Web of Science: 35

Última actualización de los datos: 13/04/24 9:35
Próxima recolección programada: 20/04/24 3:00