Manuel Gómez‐Olmedo - Publications, H-index & Citations

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Manuel Gómez‐Olmedo

University of Granada

12H-index

56Paper Count

395Citation Count

Published Papers 19

Publication Date

Computing conditional probabilities in Bayesian networks using logistic regression

Applied Soft Computing

IF6.6

2026-04-19

PREAI

Serafín Moral; Serafín Moral-García; Andrés Cano; Manuel Gómez-Olmedo

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Toward Variational Structural Learning of Bayesian Networks

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Masegosa, Andres R.; Gomez-Olmedo, Manuel

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Value-based potentials: Exploiting quantitative information regularity patterns in probabilistic graphical models

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

IF3.7

2021-07-26

OAAI

Gomez-Olmedo, Manuel; Cabanas, Rafael; Cano, Andres; Moral, Serafin; Retamero, Ofelia P.

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A Bayesian approach to abrupt concept drift

KNOWLEDGE-BASED SYSTEMS

IF7.6

2019-12-01

OAAI

Cano, Andres; Gomez-Olmedo, Manuel; Moral, Serafin

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Evaluating interval-valued influence diagrams

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2017-01-01

OAAI

Cabanas, Rafael; Antonucci, Alessandro; Cano, Andres; Gomez-Olmedo, Manuel

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Improvements to Variable Elimination and Symbolic Probabilistic Inference for evaluating Influence Diagrams

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2016-03-01

PREAI

Cabanas, Rafael; Cano, Andres; Gomez-Olmedo, Manuel; Madsen, Anders L.

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Learning marginal AMP chain graphs under faithfulness revisited

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2016-01-01

OAAI

Pena, Jose M.; Gomez-Olmedo, Manuel

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An Extended Approach to Learning Recursive Probability Trees from Data

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

IF3.7

2015-01-05

OAAI

Cano, Andres; Gomez-Olmedo, Manuel; Perez-Ariza, Cora B.

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Approximate Counting of Graphical Models via MCMC Revisited

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

IF3.7

2014-12-24

OAAI

Sonntag, Dag; Pena, Jose M.; Gomez-Olmedo, Manuel

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Special Issue on PGM-2012

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2014-06-01

OAAI

Cano, Andres; Olmedo, Manuel Gomez; Nielsen, Thomas Dyhre

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Locally averaged Bayesian Dirichlet metrics for learning the structure and the parameters of Bayesian networks

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2013-06-01

OAAI

Cano, Andres; Gomez-Olmedo, Manuel; Masegosa, Andres R.; Moral, Serafin

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Inference in Bayesian Networks with Recursive Probability Trees: Data Structure Definition and Operations

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

IF3.7

2013-03-22

OAAI

Cano, Andres; Gomez-Olmedo, Manuel; Moral, Serafin; Perez-Ariza, Cora B.; Salmeron, Antonio

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Learning recursive probability trees from probabilistic potentials

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2012-12-01

OAAI

Cano, Andres; Gomez-Olmedo, Manuel; Moral, Serafin; Perez-Ariza, Cora B.; Salmeron, Antonio

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A review of representation issues and modeling challenges with influence diagrams

OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE

IF7.2

2011-06-01

OAAI

Bielza, Concha; Gomez, Manuel; Shenoy, Prakash P.

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Approximate inference in Bayesian networks using binary probability trees

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2011-01-01

PREAI

Cano, Andres; Gomez-Olmedo, Manuel; Moral, Serafin

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A graphical decision-theoretic model for neonatal jaundice

MEDICAL DECISION MAKING

IF2.3

2007-05-01

PREAI

Gomez, Manuel; Bielza, Concha; Fernandez del Pozo, Juan A.; Rios-Insua, Sixto

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Hill-climbing and branch-and-bound algorithms for exact and approximate inference in credal networks

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2007-03-01

OAAI

Cano, Andres; Gomez, Manuel; Moral, Serafin; Abellan, Joaquin

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Measures of divergence on credal sets

FUZZY SETS AND SYSTEMS

IF2.7

2006-06-01

PREAI

Abellan, Joaquin; Gomez, Manuel

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A forward-backward Monte Carlo method for solving influence diagrams

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2006-05-01

OAAI

Cano, A; Gómez, M; Moral, S

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Research Directions