Antonio Salmerón

Antonio Salmerón

Universidad de Almería

H-index: 27

Europe-Spain

About Antonio Salmerón

Antonio Salmerón, With an exceptional h-index of 27 and a recent h-index of 16 (since 2020), a distinguished researcher at Universidad de Almería, specializes in the field of Bayesian networks, Data Mining, Big Data, Machine Learning, Statistics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Counterfactual Reasoning with Probabilistic Graphical Models for Analyzing Socioecological Systems

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

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

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

Comments on: Hybrid semiparametric Bayesian networks

A Reparameterization of Mixtures of Truncated Basis Functions and its Applications

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

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

Antonio Salmerón Information

University

Position

Spain

Citations(all)

3779

Citations(since 2020)

1353

Cited By

2962

hIndex(all)

27

hIndex(since 2020)

16

i10Index(all)

69

i10Index(since 2020)

31

Email

University Profile Page

Universidad de Almería

Google Scholar

View Google Scholar Profile

Antonio Salmerón Skills & Research Interests

Bayesian networks

Data Mining

Big Data

Machine Learning

Statistics

Top articles of Antonio Salmerón

Title

Journal

Author(s)

Publication Date

Counterfactual Reasoning with Probabilistic Graphical Models for Analyzing Socioecological Systems

arXiv preprint arXiv:2401.10101

Rafael Cabañas

Ana D Maldonado

María Morales

Pedro A Aguilera

Antonio Salmerón

2024/1/18

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

bioRxiv

Juan Pablo Marczuk-Rojas

Angélica María Álamo-Sierra

Antonio Salmerón

Alfredo Alcayde

Viktor Isanbaev

...

2023

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

2024/3/14

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

IET Software

Santiago del Rey

Silverio Martínez‐Fernández

Antonio Salmerón

2023

Comments on: Hybrid semiparametric Bayesian networks

TEST

Stefan Sperlich

2022/6

A Reparameterization of Mixtures of Truncated Basis Functions and its Applications

Antonio Salmerón

Helge Langseth

Andrés Masegosa

Thomas D Nielsen

2022/9/19

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

Mathematics

María Morales

Antonio Salmerón

Ana D Maldonado

Andrés R Masegosa

Rafael Rumí

2022/10/27

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

Agronomy

Rosa F Ropero

Ana D Maldonado

Laura Uusitalo

Antonio Salmerón

Rafael Rumí

...

2021/4/10

Probabilistic models with deep neural networks

Andrés R Masegosa

Rafael Cabañas

Helge Langseth

Thomas D Nielsen

Antonio Salmerón

2021/1/18

Comparing two multinomial samples using hierarchical Bayesian models

Progress in Artificial Intelligence

Andrés R Masegosa

Antonio Torres

María Morales

Antonio Salmerón

2020/6

Probabilistic Graphical Models with Neural Networks in InferPy

Rafael Cabañas

Javier Cózar

Antonio Salmerón

Andrés R Masegosa

2020/2/2

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

Ana Devaki Maldonado González

Antonio Salmerón Cerdán

Inmaculada Pérez Bernabé

Thomas Dyhre Nielsen

2020

Construction of fuzzy measures over product spaces

Mathematics

Fernando Reche

María Morales

Antonio Salmerón

2020/9/17

Inferpy: Probabilistic modeling with deep neural networks made easy

Neurocomputing

Javier Cózar

Rafael Cabañas

Antonio Salmeron

Andrés R Masegosa

2020/11/20

Analyzing concept drift: A case study in the financial sector

Intelligent Data Analysis

Andrés R Masegosa

Ana M Martínez

Darío Ramos-López

Helge Langseth

Thomas D Nielsen

...

2020/1/1

Statistical Parameters Based on Fuzzy Measures

Mathematics

Fernando Reche

María Morales

Antonio Salmerón

2020/11/12

Analyzing Uncertainty in Complex Socio-Ecological Networks

Entropy

Ana D Maldonado

María Morales

Pedro A Aguilera

Antonio Salmerón

2020/1/19

Variational Inference over Nonstationary Data Streams for Exponential Family Models

Mathematics

Andrés R Masegosa

Darío Ramos-López

Antonio Salmerón

Helge Langseth

Thomas D Nielsen

2020/11/3

See List of Professors in Antonio Salmerón University(Universidad de Almería)

Co-Authors

H-index: 45
Serafín Moral

Serafín Moral

Universidad de Granada

H-index: 30
Helge Langseth

Helge Langseth

Norges teknisk-naturvitenskaplige universitet

H-index: 27
Thomas Dyhre Nielsen

Thomas Dyhre Nielsen

Aalborg Universitet

H-index: 20
Fabio Antonio Stella

Fabio Antonio Stella

Università degli Studi di Milano-Bicocca

H-index: 20
Rafael Rumí

Rafael Rumí

Universidad de Almería

H-index: 18
Andres R. Masegosa

Andres R. Masegosa

Universidad de Almería

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