Manuel Gómez-Olmedo

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 12

Top Topics

Influence Diagrams

Conditional Distribution

Decision Problems

Bayesian Networks

Top Venues

Int. J. Approx. Reason.

Int. J. Intell. Syst.

Probabilistic Graphical Models

Publications

Serafín Moral, Andrés Cano, Manuel Gómez-Olmedo
Imprecise probabilistic models based on hierarchical intervals. Inf. Sci. 638 (2023)
Serafín Moral, Andrés Cano, Manuel Gómez-Olmedo
Computation of Kullback-Leibler Divergence in Bayesian Networks. Entropy 23 (9) (2021)
Manuel Gómez-Olmedo, Rafael Cabañas, Andrés Cano, Serafín Moral, Ofelia P. Retamero
Value-based potentials: Exploiting quantitative information regularity patterns in probabilistic graphical models. Int. J. Intell. Syst. 36 (11) (2021)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral
Learning Sets of Bayesian Networks. IPMU (2) (2020)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Serafín Moral-García
MPE Computation in Bayesian Networks Using Mini-Bucket and Probability Trees Approximation. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 28 (5) (2020)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral
A Bayesian approach to abrupt concept drift. Knowl. Based Syst. 185 (2019)
Rafael Cabañas, Andrés Cano, Manuel Gómez-Olmedo, Andrés R. Masegosa, Serafín Moral
Virtual Subconcept Drift Detection in Discrete Data Using Probabilistic Graphical Models. IPMU (3) (2018)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral
Estimating Conditional Probabilities by Mixtures of Low Order Conditional Distributions. SUM (2017)
Rafael Cabañas, Alessandro Antonucci, Andrés Cano, Manuel Gómez-Olmedo
Evaluating interval-valued influence diagrams. Int. J. Approx. Reason. 80 (2017)
Rafael Cabañas, Manuel Gómez-Olmedo, Andrés Cano
Using Binary Trees for the Evaluation of Influence Diagrams. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 24 (1) (2016)
José M. Peña, Manuel Gómez-Olmedo
Learning marginal AMP chain graphs under faithfulness revisited. Int. J. Approx. Reason. 68 (2016)
Rafael Cabañas, Andrés Cano, Manuel Gómez-Olmedo, Anders L. Madsen
Improvements to Variable Elimination and Symbolic Probabilistic Inference for evaluating Influence Diagrams. Int. J. Approx. Reason. 70 (2016)
Andrés Cano, Manuel Gómez-Olmedo, Cora B. Pérez-Ariza
An Extended Approach to Learning Recursive Probability Trees from Data. Int. J. Intell. Syst. 30 (3) (2015)
Rafael Cabañas, Alessandro Antonucci, Andrés Cano, Manuel Gómez-Olmedo
Variable Elimination for Interval-Valued Influence Diagrams. ECSQARU (2015)
Dag Sonntag, José M. Peña, Manuel Gómez-Olmedo
Approximate Counting of Graphical Models via MCMC Revisited. Int. J. Intell. Syst. 30 (3) (2015)
Rafael Cabañas, Anders L. Madsen, Andrés Cano, Manuel Gómez-Olmedo
On SPI for Evaluating Influence Diagrams. IPMU (1) (2014)
Rafael Cabañas, Andrés Cano, Manuel Gómez-Olmedo, Anders L. Madsen
On SPI-Lazy Evaluation of Influence Diagrams. Probabilistic Graphical Models (2014)
Andrés Cano, Manuel Gómez-Olmedo, Thomas Dyhre Nielsen
Special Issue on PGM-2012. Int. J. Approx. Reason. 55 (4) (2014)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora B. Pérez-Ariza
Extended Probability Trees for Probabilistic Graphical Models. Probabilistic Graphical Models (2014)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora B. Pérez-Ariza, Antonio Salmerón
Inference in Bayesian Networks with Recursive Probability Trees: Data Structure Definition and Operations. Int. J. Intell. Syst. 28 (7) (2013)
Rafael Cabañas, Manuel Gómez-Olmedo, Andrés Cano
Evaluating Asymmetric Decision Problems with Binary Constraint Trees. ECSQARU (2013)
Andrés Cano, Manuel Gómez-Olmedo, Andrés R. Masegosa, Serafín Moral
Locally averaged Bayesian Dirichlet metrics for learning the structure and the parameters of Bayesian networks. Int. J. Approx. Reason. 54 (4) (2013)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora Beatriz Pérez-Ariza, Antonio Salmerón
Learning Recursive Probability Trees from Data. CAEPIA (2013)
Rafael Cabañas, Andrés Cano, Manuel Gómez-Olmedo, Anders L. Madsen
Approximate Lazy Evaluation of Influence Diagrams. CAEPIA (2013)
Rafael Cabañas, Andrés Cano, Manuel Gómez-Olmedo, Anders L. Madsen
Heuristics for Determining the Elimination Ordering in the Influence Diagram Evaluation with Binary Trees. SCAI (2013)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora B. Pérez-Ariza, Antonio Salmerón
Learning recursive probability trees from probabilistic potentials. Int. J. Approx. Reason. 53 (9) (2012)
Andrés Cano, Manuel Gómez-Olmedo, Cora B. Pérez-Ariza, Antonio Salmerón
Fast Factorisation of Probabilistic Potentials and its Application to Approximate Inference in Bayesian Networks. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 20 (2) (2012)
Andrés Cano, Manuel Gómez-Olmedo, Andrés R. Masegosa, Serafín Moral
Locally Averaged Bayesian Dirichlet Metrics. ECSQARU (2011)
Andrés Cano, Manuel Gómez-Olmedo, Andrés R. Masegosa, Serafín Moral
Learning with Bayesian networks and probability trees to approximate a joint distribution. ISDA (2011)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral
Approximate inference in Bayesian networks using binary probability trees. Int. J. Approx. Reason. 52 (1) (2011)
Andrés Cano, Manuel Gómez-Olmedo, Cora B. Pérez-Ariza, Antonio Salmerón
Fast Factorization of Probability Trees and Its Application to Recursive Trees Learning. SMPS (2010)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral
Binary Probability Trees for Bayesian Networks Inference. ECSQARU (2009)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora B. Pérez-Ariza
Recursive Probability Trees for Bayesian Networks. CAEPIA (2009)
Juan M. Fernández-Luna, Juan F. Huete, Manuel Gómez-Olmedo, Carlos J. Martín-Dancausa
Development of the XML Digital Library from the Parliament of Andalucía for Intelligent Structured Retrieval. ISMIS (2008)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Joaquín Abellán
Hill-climbing and branch-and-bound algorithms for exact and approximate inference in credal networks. Int. J. Approx. Reason. 44 (3) (2007)
Joaquín Abellán, Serafín Moral, Manuel Gómez-Olmedo, Andrés R. Masegosa
Varying Parameter in Classification Based on Imprecise Probabilities. SMPS (2006)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral
A forward-backward Monte Carlo method for solving influence diagrams. Int. J. Approx. Reason. 42 (1-2) (2006)
Joaquín Abellán, Manuel Gómez-Olmedo
Measures of divergence on credal sets. Fuzzy Sets Syst. 157 (11) (2006)
Joaquín Abellán, Manuel Gómez-Olmedo, Serafín Moral
Some Variations on the PC Algorithm. Probabilistic Graphical Models (2006)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral
Application of a hill-climbing algorithm to exact and approximate inference in credal networks. ISIPTA (2005)
Luis M. de Campos, Juan M. Fernández-Luna, Manuel Gómez-Olmedo, Juan F. Huete
A Decision-Based Approach for Recommending in Hierarchical Domains. ECSQARU (2005)
Manuel Gómez-Olmedo, Andrés Cano
Applying Numerical Trees to Evaluate Asymmetric Decision Problems. ECSQARU (2003)