Salmerón Cerdán, Antonio Autor

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

Probabilistic Models with Deep Neural Networks

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

ENTROPY - 1/1/2021

10.3390/e23010117

Número de citas: 6 (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

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

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

  • Pérez-Bernabé I.
  • Maldonado A.D.
  • Nielsen T.D.
  • Salmerón A.

The R Journal - 1/1/2020

10.32614/rj-2021-019

Número de citas:

Comparing two multinomial samples using hierarchical Bayesian models

  • Masegosa A.
  • Torres A.
  • Morales M.
  • Salmerón A.

Progress in Artificial Intelligence - 6/06/2020

10.1007/s13748-019-00202-1

Número de citas:
Open Access

Analyzing Uncertainty in Complex Socio-Ecological Networks

  • Maldonado González, Ana Devaki
  • Morales Giraldo, María
  • Aguilera Aguilera, Pedro
  • Salmerón Cerdán, Antonio

19/01/2020

Las matemáticas que rigen nuestras cuentas personales

  • Antonio Salmerón Cerdán

Boletín de la Titulación de Matemáticas de la UAL - 2019

Número de citas:
  • Dialnet
Open Access

Prediction of a complex system with few data: Evaluation of the effect of model structure and amount of data with dynamic bayesian network models

  • Maldonado A.
  • Uusitalo L.
  • Tucker A.
  • Blenckner T.
  • Aguilera P.
  • Salmerón A.

ENVIRONMENTAL MODELLING and SOFTWARE - 1/8/2019

10.1016/j.envsoft.2019.04.011

Número de citas: 11 (Web of Science) 4 (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.

MATHEMATICS OF THE UNCERTAIN: A TRIBUTE TO PEDRO GIL - 1/1/2018

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

Número de citas: 1 (Web of Science) 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

Frontiers in Artificial Intelligence and Applications - 1/1/2016

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

Número de citas:

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

Parallel importance sampling in conditional linear gaussian networks

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

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

10.1007/978-3-319-24598-0_4

Número de citas: 6 (Web of Science) 7 (Scopus)
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, Ecsqaru 2015 - 1/1/2015

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

Número de citas: 4 (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
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)

Logic and Model Checking by Imprecise Probabilistic Interpreted Systems

  • Termine, Alberto
  • Antonucci, Alessandro
  • Primiero, Giuseppe
  • Facchini, Alessandro
  • Rosenfeld, A
  • Talmon, N

MULTI-AGENT SYSTEMS, EUMAS 2021 - 2021

10.1007/978-3-030-82254-5_13

Número de citas: 2 (Web of Science)

IMAGINARY KINEMATICS

  • Marchetti, Sabina
  • Antonucci, Alessandro
  • Globerson, A
  • Silva, R

UNCERTAINTY IN ARTIFICIAL INTELLIGENCE - 2018

Número de citas: 2 (Web of Science)

Bayesian Models of Data Streams with Hierarchical Power Priors

  • Masegosa, Andres
  • Nielsen, Thomas D.
  • Langseth, Helge
  • Ramos-Lopez, Dario
  • Salmeron, Antonio
  • Madsen, Anders L.
  • Precup, D
  • Teh, YW
... Ver más Contraer

INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 70 - 2017

Número de citas: 18 (Web of Science)

Bayesian models of data streams with hierarchical power priors

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

34th International Conference on Machine Learning, ICML 2017 - 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

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)

Approximate credal network updating by linear programming with applications to decision making

  • Antonucci, Alessandro
  • de Campos, Cassio P.
  • Huber, David
  • Zaffalon, Marco

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 3/2015

10.1016/j.ijar.2014.10.003

Número de citas: 20 (Web of Science)

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: 34 (Web of Science)
Open Access

Estimation of species richness using Bayesian networks

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

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

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

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

Este autor no tiene patentes.

Open Access

A Divide and Conquer Approach for Solving Structural Causal Models

  • Bjøru, Anna Rodum
  • Cabañas De Paz, Rafael
  • Langseth, Helge
  • Salmerón Cerdán, Antonio

12th International Conference on Probabilistic Graphical Models (PGM'2024) - 2024

Open Access

Plastid DNA is a major source of nuclear genome complexity and of RNA genes in the orphan crop moringa

  • Juan Pablo Marczuk-Rojas
  • Antonio Salmerón
  • Alfredo Alcayde
  • Viktor Isanbaev
  • Lorenzo Carretero-Paulet

BMC PLANT BIOLOGY - 22/5/2024

10.1186/s12870-024-05158-6

Número de citas:
Open Access

Spatial and temporal characterization of the rich fraction of plastid DNA present in the nuclear genome of <i>Moringa oleifera</i> reveals unanticipated complexity in NUPTs<acute accent> formation

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

BMC GENOMICS - 15/1/2024

10.1186/s12864-024-09979-5

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

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

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

IET SOFTWARE - 14/6/2023

10.1049/sfw2.12121

Número de citas: 2 (Web of Science)

Approximating counterfactual bounds while fusing observational, biased and randomised data sources

  • Zaffalon, Marco
  • Antonucci, Alessandro
  • Cabanas, Rafael
  • Huber, David

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 11/2023

10.1016/j.ijar.2023.109023

Número de citas: 1 (Web of Science)
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 - 27/11/2022

10.3390/math10213994

Número de citas: 3 (Web of Science)
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-BASEL - 1/4/2021

10.3390/agronomy11040740

Número de citas: 3 (Web of Science) 2 (Scopus)
Open Access

Construction of Fuzzy Measures over Product Spaces

  • Fernando Reche
  • María Morales
  • Antonio Salmerón

MATHEMATICS - 17/9/2020

10.3390/math8091605

Número de citas: 4 (Web of Science) 3 (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: 2 (Web of Science)

Tractable inference in credal sentential decision diagrams

  • Mattei, Lilith
  • Antonucci, Alessandro
  • Maua, Denis Deratani
  • Facchini, Alessandro
  • Llerena, Julissa Villanueva

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING - 10/2020

10.1016/j.ijar.2020.06.005

Número de citas: 6 (Web of Science)

Scopus: 17

Web of Science: 21

Scopus: 34

Web of Science: 49

Última actualización de los datos: 13/11/24 4:51
Próxima recolección programada: 16/11/24 3:00