Salmerón Cerdán, Antonio Autor

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)
Open Access

Supervised classification using probabilistic decision graphs

  • Nielsen J.
  • Rumí R.
  • Salmerón A.

COMPUTATIONAL STATISTICS and DATA ANALYSIS - 15/2/2009

10.1016/j.csda.2008.11.003

Número de citas: 11 (Web of Science) 13 (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)
Open Access

Structural-EM for learning PDG models from incomplete data

  • Antonio Salmerón Cerdán
  • Rafael Rumí Rodríguez
  • Jens D. Nielsen

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/06/2010

10.1016/j.ijar.2010.01.010

Número de citas: 3 (Web of Science) 4 (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

Special issue on PGM'04: Second European workshop on probabilistic graphical models 2004

  • Lucas, P.J.F.
  • Gámez, J.A.
  • Salmerón, A.

International Journal of Approximate Reasoning - 1/5/2006

10.1016/j.ijar.2005.10.008

Número de citas:

Selective naive bayes for regression based on mixtures of truncated exponentials

  • Morales M.
  • Rodríguez C.
  • Salmerón A.

International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems - 1/12/2007

10.1142/s0218488507004959

Número de citas: 15 (Web of Science) 15 (Scopus)
Open Access

Scaling up Bayesian variational inference using distributed computing clusters

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

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/9/2017

10.1016/j.ijar.2017.06.010

Número de citas: 9 (Web of Science) 10 (Scopus)
Open Access

Scalable importance sampling estimation of Gaussian mixture posteriors in Bayesian networks

  • Ramos-López D.
  • Masegosa A.
  • Salmerón A.
  • Rumí R.
  • Langseth H.
  • Nielsen T.
  • Madsen A.
... Ver más Contraer

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 1/9/2018

10.1016/j.ijar.2018.06.004

Número de citas: 9 (Web of Science) 4 (Scopus)

Recent advances in probabilistic graphical models

  • Bielza, C.
  • Moral, S.
  • Salmerón, A.

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS - 1/1/2015

10.1002/int.21697

Número de citas: 6 (Web of Science) 5 (Scopus)

Redes bayesianas híbridas en dominios de alta dimensionalidad

  • Antonio Fernández Álvarez
  • Antonio Salmerón Cerdán
  • Rafael Rumí Rodríguez

2011

Número de citas:
  • Dialnet

Programación Monte Carlo en redes bayesianas usando variables correlacionadas

  • Antonio Salmerón Cerdán
  • María Encarnación Morales Giraldo

XXV Congreso Nacional de Estadística e Investigación Operativa: Vigo, 4-7 de abril de 2000 - 2000

Número de citas:
  • Dialnet

Probability tree factorisation with median free term

  • Martínez, I.
  • Rodríguez, C.
  • Salmerón, A.

Advances in Intelligent and Soft Computing - 1/12/2010

10.1007/978-3-642-14746-3-57

Número de citas:

Precomputación en grafos de dependencias mediante algoritmos aproximados

  • Antonio Salmerón Cerdán
  • Serafín Moral Callejón

1998

Número de citas:
  • Dialnet
Open Access

Penniless propagation with mixtures of truncated exponentials

  • Rumí, R.
  • Salmerón, A.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2005

10.1007/11518655_5

Número de citas: 7 (Web of Science) 8 (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

Modelos de redes bayesianas con variables discretas y continuas

  • Rafael Rumí Rodríguez
  • Antonio Salmerón Cerdán
  • Serafín Moral Callejón

2003

Número de citas:
  • Dialnet

Modelización y predicción en estadística universitaria

  • María Encarnación Morales Giraldo
  • Carmelo Rodríguez Torreblanca
  • Antonio Salmerón Cerdán

2006

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)
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:

Use of Cool Plastic Films for Greenhouse Covering in Southern Spain

  • Lopez-Marin, J.
  • Gonzalez, A.
  • Garcia-Alonso, Y.
  • Espi, E.
  • Salmeron, A.
  • Fontecha, A.
  • Real, A. I.
  • DePascale, S
  • Mugnozza, GS
  • Maggio, A
  • Schettini, E
... Ver más Contraer

PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON HIGH TECHNOLOGY FOR GREENHOUSE SYSTEM MANAGEMENT, VOLS 1 AND 2 - 2008

10.17660/actahortic.2008.801.15

Número de citas: 25 (Web of Science)
Open Access

Unsupervised naive Bayes for data clustering with mixtures of truncated exponentials

  • Gámez, J.A.
  • Rumí, R.
  • Salmerón, A.

Proceedings of the 3rd European Workshop on Probabilistic Graphical Models, PGM 2006 - 1/12/2006

Número de citas: 7 (Scopus)
Open Access

Tree augmented naive bayes for regression using mixtures of truncated exponentials: Application to higher education management

  • Fernández A.
  • Morales M.
  • Salmerón A.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/12/2007

10.1007/978-3-540-74825-0_6

Número de citas: 15 (Web of Science) 14 (Scopus)

Tractable inference in hybrid bayesian networks with deterministic conditionals using re-approximations

  • Rumí, R.
  • Salmerón, A.
  • Shenoy, P.P.

Proceedings of the 6th European Workshop on Probabilistic Graphical Models, PGM 2012 - 1/12/2012

Número de citas: 2 (Scopus)
Open Access

Structural-EM for learning PDG models from incomplete data

  • Nielsen, J.D.
  • Rumí, R.
  • Salmerón, A.

Fourth European Workshop on Probabilistic Graphical Models - 2008

Open Access

Structural-EM for learning PDG models from incomplete data

  • Nielsen J.
  • Rumí R.
  • Salmerón A.

Proceedings of the 4th European Workshop on Probabilistic Graphical Models, PGM 2008 - 1/12/2008

Número de citas: 1 (Scopus)

Strawberry and cucumber cultivation under fluorescent photoselective plastic films cover

  • González, A
  • Rodríguez, R
  • Bañón, S
  • Franco, JA
  • Fernández, JA
  • Salmerón, A
  • Espí, E
  • LaMalfa, G
  • Lipari, V
  • Noto, G
  • Leonardi, C
... Ver más Contraer

PROCEEDINGS OF THE SIXTH INTERNATIONAL SYMPOSIUM ON PROTECTED CULTIVATION IN MILD WINTER CLIMATE: PRODUCT AND PROCESS INNOVATION, VOLS 1 AND 2 - 2003

10.17660/actahortic.2003.614.61

Número de citas: 21 (Web of Science)

Some practical issues in inference in hybrid Bayesian networks with deterministic conditionals

  • Shenoy, P.P.
  • Rumí, R.
  • Salmerón, A.

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

10.1109/isda.2011.6121722

Número de citas: 6 (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

JOURNAL OF MACHINE LEARNING RESEARCH - 1/1/2016

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)

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)
Open Access

Structural Learning of Bayesian Networks with Mixtures of Truncated Exponentials

  • Romero, Vanessa
  • Rumí, Rafael
  • Salmerón Cerdán, Antonio

Second European Workshop on Probabilistic Graphical Models (PGM'04) - 2004

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 - 2/06/2023

10.1101/2023.05.31.542793

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

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

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

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

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

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

HUGIN architecture for propagating belief functions

  • Salmerón Cerdán, Antonio
  • Jensen, Finn V.

28/05/2012

Scopus: 17

Web of Science: 20

Scopus: 34

Web of Science: 35

Última actualización de los datos: 23/03/24 6:39
Próxima recolección programada: 30/03/24 3:00