Serafín Moral

ORCID

Publication Activity (10 Years)

Years Active: 1988-2023
Publications (10 Years): 22

Top Venues

Int. J. Approx. Reason.

CoRR

IPMU (3)

Int. J. Intell. Syst.

Publications

Carlos Morales, Serafín Moral
Assessment of Situation Awareness and Automation in Performance-Based Navigation Procedures. ISADS (2023)
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)
Serafín Moral, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán
Imprecise Classification with Non-parametric Predictive Inference. IPMU (2) (2020)
Serafín Moral
Learning with imprecise probabilities as model selection and averaging. Int. J. Approx. Reason. 109 (2019)
Carlos Morales, Serafín Moral
Flight Trajectory Clustering: a framework that uses Planned Route data. ISADS (2019)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral
A Bayesian approach to abrupt concept drift. Knowl. Based Syst. 185 (2019)
Joaquín Abellán, Carlos Javier Mantas, Javier G. Castellano, Serafín Moral
Increasing diversity in random forest learning algorithm via imprecise probabilities. Expert Syst. Appl. 97 (2018)
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)
Carlos Javier Mantas, Joaquín Abellán, Javier G. Castellano, José Ramón Cano, Serafín Moral
Credal C4.5 with Refinement of Parameters. IPMU (3) (2018)
Serafín Moral
Divergence Measures and Approximate Algorithms for Valuation Based Systems. IPMU (3) (2018)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral
Estimating Conditional Probabilities by Mixtures of Low Order Conditional Distributions. SUM (2017)
Carlos Morales, Serafín Moral
Modeling aircrew information management for estimation of situational awareness using dynamic Bayesian networks. Simul. Model. Pract. Theory 65 (2016)
Byron Oviedo, Luís Moreira, Amilkar Puris, Pavel Novoa-Hernández, Serafín Moral
Learning Bayesian network by a mesh of points. CEC (2016)
Byron Oviedo, Serafín Moral, Amilkar Puris
A hierarchical clustering method: Applications to educational data. Intell. Data Anal. 20 (4) (2016)
Carlos Morales, Serafín Moral
Regression Methods Applied to Flight Variables for Situational Awareness Estimation Using Dynamic Bayesian Networks. Probabilistic Graphical Models (2016)
Carlos Morales, Serafín Moral
Discretization of Simulated Flight Parameters for Estimation of Situational Awareness Using Dynamic Bayesian Networks. ISADS (2015)
Inés Couso, Serafín Moral, Luciano Sánchez
The behavioral meaning of the median. Inf. Sci. 294 (2015)
Concha Bielza, Serafín Moral, Antonio Salmerón
Recent Advances in Probabilistic Graphical Models. Int. J. Intell. Syst. 30 (3) (2015)
Serafín Moral
Comments on "Likelihood-based belief function: Justification and some extensions to low-quality data" by Thierry Denœux. Int. J. Approx. Reason. 55 (7) (2014)
Serafín Moral
Comments on "Statistical reasoning with set-valued information: Ontic vs. epistemic view" by Inés Couso and Didier Dubois. Int. J. Approx. Reason. 55 (7) (2014)
Andrés R. Masegosa, Serafín Moral
Imprecise probability models for learning multinomial distributions from data. Applications to learning credal networks. Int. J. Approx. Reason. 55 (7) (2014)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora B. Pérez-Ariza
Extended Probability Trees for Probabilistic Graphical Models. Probabilistic Graphical Models (2014)
Andrés R. Masegosa, Serafín Moral
Rejoinder on "Imprecise probability models for learning multinomial distributions from data. Applications to learning credal networks". Int. J. Approx. Reason. 55 (7) (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)
Serafín Moral, Luis M. de Campos
Partially Specified Belief Functions CoRR (2013)
María M. Abad-Grau, Nuria Medina-Medina, Serafín Moral, Rosana Montes-Soldado, Sergio Torres-Sánchez, Fuencisla Matesanz
Increasing Power by using Haplotype Similarity in a Multimarker Transmission/disequilibrium Test. J. Bioinform. Comput. Biol. 11 (2) (2013)
Andrés R. Masegosa, Serafín Moral
An interactive approach for Bayesian network learning using domain/expert knowledge. Int. J. Approx. Reason. 54 (8) (2013)
Luis D. Hernández, Serafín Moral
Inference with Idempotent Valuations CoRR (2013)
Luis M. de Campos, Serafín Moral
Independence Concepts for Convex Sets of Probabilities CoRR (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)
Andres Masegosa Arredondo, María del Mar Abad-Grau, Serafín Moral, Fuencisla Matesanz
Learning classifiers from discretized expression quantitative trait loci. IWBBIO (2013)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora Beatriz Pérez-Ariza, Antonio Salmerón
Learning Recursive Probability Trees from Data. CAEPIA (2013)
Gregory F. Cooper, Serafín Moral
Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence (1998) CoRR (2013)
José E. Cano, Serafín Moral, Juan F. Verdegay-López
Combination of Upper and Lower Probabilities CoRR (2013)
Serafín Moral
Calculating Uncertainty Intervals From Conditional Convex Sets of Probabilities CoRR (2013)
Irene Martínez, Serafín Moral, Carmelo Rodríguez, Antonio Salmerón
New strategies for finding multiplicative decompositions of probability trees. Appl. Math. Comput. 225 (2013)
Andrés R. Masegosa, Serafín Moral
New skeleton-based approaches for Bayesian structure learning of Bayesian networks. Appl. Soft Comput. 13 (2) (2013)
Frank P. A. Coolen, Thomas Fetz, Serafín Moral, Michael Oberguggenberger
Editorial - Imprecise probability. Int. J. Approx. Reason. 53 (8) (2012)
María M. Abad-Grau, Nuria Medina-Medina, Andrés R. Masegosa, Serafín Moral
Haplotype-based Classifiers to Predict Individual Susceptibility to Complex Diseases - An Example for Multiple Sclerosis. BIOINFORMATICS (2012)
Joaquín Abellán, Serafín Moral
Determining dependence relations using a new score based on imprecise probabilities. Intell. Data Anal. 16 (6) (2012)
Andrés R. Masegosa, Serafín Moral
A Bayesian stochastic search method for discovering Markov boundaries. Knowl. Based Syst. 35 (2012)
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)
Serafín Moral
Imprecise probabilities for representing ignorance about a parameter. Int. J. Approx. Reason. 53 (3) (2012)
Luis M. de Campos, Andrés Cano, Javier G. Castellano, Serafín Moral
Bayesian networks classifiers for gene-expression data. ISDA (2011)
Andrés Cano, Manuel Gómez-Olmedo, Andrés R. Masegosa, Serafín Moral
Locally Averaged Bayesian Dirichlet Metrics. ECSQARU (2011)
Inés Couso, Serafín Moral
Sets of desirable gambles: Conditioning, representation, and precise probabilities. Int. J. Approx. Reason. 52 (7) (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)
Pedro Larrañaga, Serafín Moral
Probabilistic graphical models in artificial intelligence. Appl. Soft Comput. 11 (2) (2011)
Joaquín Abellán, Andrés Cano, Andrés R. Masegosa, Serafín Moral
A memory efficient semi-Naive Bayes classifier with grouping of cases. Intell. Data Anal. 15 (3) (2011)
Andrés Cano, Andrés R. Masegosa, Serafín Moral
A Method for Integrating Expert Knowledge When Learning Bayesian Networks From Data. IEEE Trans. Syst. Man Cybern. Part B 41 (5) (2011)
Inés Couso, Serafín Moral
Independence concepts in evidence theory. Int. J. Approx. Reason. 51 (7) (2010)
Thomas Augustin, Frank P. A. Coolen, Serafín Moral, Matthias C. M. Troffaes
Imprecise probability in statistical inference and decision making. Int. J. Approx. Reason. 51 (9) (2010)
Andrés Cano, Andrés R. Masegosa, Serafín Moral
An Importance Sampling Approach to Integrate Expert Knowledge When Learning Bayesian Networks From Data. IPMU (2010)
Andrés Cano, Andrés R. Masegosa, Serafín Moral
A Bayesian Random Split to Build Ensembles of Classification Trees. ECSQARU (2009)
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)
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, Andrés Cano, Andrés R. Masegosa, Serafín Moral
A Semi-naive Bayes Classifier with Grouping of Cases. ECSQARU (2007)
Joaquín Abellán, Serafín Moral, Manuel Gómez-Olmedo, Andrés R. Masegosa
Varying Parameter in Classification Based on Imprecise Probabilities. SMPS (2006)
Joaquín Abellán, Serafín Moral
An Algorithm to Compute the Upper Entropy for Order-2 Capacities. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 14 (2) (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, George J. Klir, Serafín Moral
Disaggregated total uncertainty measure for credal sets. Int. J. Gen. Syst. 35 (1) (2006)
M. Julia Flores, José A. Gámez, Serafín Moral
The Independency tree model: a new approach for clustering and factorisation. Probabilistic Graphical Models (2006)
Joaquín Abellán, Manuel Gómez-Olmedo, Serafín Moral
Some Variations on the PC Algorithm. Probabilistic Graphical Models (2006)
Andrés Cano, Francisco Javier García Castellano, Andrés R. Masegosa, Serafín Moral
Methods to Determine the Branching Attribute in Bayesian Multinets Classifiers. ECSQARU (2005)
M. Julia Flores, José A. Gámez, Serafín Moral
Abductive Inference in Bayesian Networks: Finding a Partition of the Explanation Space. ECSQARU (2005)
Serafín Moral
Comments on 'a behavioural model for vague probability assessments' (G. de Cooman). Fuzzy Sets Syst. 154 (3) (2005)
Joaquín Abellán, Serafín Moral
New Score for Independence Based on the Imprecise Dirichlet Model. ISIPTA (2005)
Joaquín Abellán, Serafín Moral
Difference of entropies as a non-specificity function on credal sets†. Int. J. Gen. Syst. 34 (3) (2005)
Andrés Cano, Francisco Javier García Castellano, Andrés R. Masegosa, Serafín Moral
Selective Gaussian Naïve Bayes Model for Diffuse Large-B-Cell Lymphoma Classification: Some Improvements in Preprocessing and Variable Elimination. ECSQARU (2005)
Irene Martínez, Serafín Moral, Carmelo Rodríguez, Antonio Salmerón
Approximate Factorisation of Probability Trees. ECSQARU (2005)
Serafín Moral
Epistemic irrelevance on sets of desirable gambles. Ann. Math. Artif. Intell. 45 (1-2) (2005)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral
Application of a hill-climbing algorithm to exact and approximate inference in credal networks. ISIPTA (2005)
Serafín Moral, Antonio Salmerón
Dynamic importance sampling in Bayesian networks based on probability trees. Int. J. Approx. Reason. 38 (3) (2005)
Joaquín Abellán, Serafín Moral
Corrigendum: "a Non-specificity Measure for Convex Sets of Probability Distributions". Int. J. Uncertain. Fuzziness Knowl. Based Syst. 13 (4) (2005)
Serafín Moral
Imprecise Probability in Graphical Models: Achievements and Challenges. ECSQARU (2005)
Joaquín Abellán, Serafín Moral
Upper entropy of credal sets. Applications to credal classification. Int. J. Approx. Reason. 39 (2-3) (2005)
José del Sagrado, Serafín Moral
Qualitative combination of Bayesian networks. Int. J. Intell. Syst. 18 (2) (2003)
Serafín Moral, Rafael Rumí, Antonio Salmerón
Approximating Conditional MTE Distributions by Means of Mixed Trees. ECSQARU (2003)
Andrés Cano, Serafín Moral, Antonio Salmerón
Novel strategies to approximate probability trees in penniless propagation. Int. J. Intell. Syst. 18 (2) (2003)
Joaquín Abellán, Serafín Moral
Maximum of Entropy in Credal Classification. ISIPTA (2003)
Serafín Moral, Antonio Salmerón
Dynamic Importance Sampling Computation in Bayesian Networks. ECSQARU (2003)
Joaquín Abellán, Serafín Moral
Maximum of Entropy for Credal Sets. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 11 (5) (2003)
Luis M. de Campos, José A. Gámez, Serafín Moral
Partial Abductive Inference in Bayesian Networks By Using Probability Trees. ICEIS (2) (2003)
Joaquín Abellán, Serafín Moral
Building classification trees using the total uncertainty criterion. Int. J. Intell. Syst. 18 (12) (2003)
Andrés Cano, Serafín Moral
Using probability trees to compute marginals with imprecise probabilities. Int. J. Approx. Reason. 29 (1) (2002)
Serafín Moral, Rafael Rumí, Antonio Salmerón
Estimating Mixtures of Truncated Exponentials from Data. Probabilistic Graphical Models (2002)
Andrés Cano, Serafín Moral, Antonio Salmerón
Different strategies to approximate probability trees in penniless propagation. Inteligencia Artif. 6 (15) (2002)
Luis M. de Campos, José A. Gámez, Serafín Moral
Partial abductive inference in Bayesian belief networks - an evolutionary computation approach by using problem-specific genetic operators. IEEE Trans. Evol. Comput. 6 (2) (2002)
Andrés Cano, Juan M. Fernández-Luna, Serafín Moral
Computing probability intervals with simulated annealing and probability trees. J. Appl. Non Class. Logics 12 (2) (2002)
Irene Martínez, Serafín Moral, Carmelo Rodríguez, Antonio Salmerón
Factorisation of Probability Trees and its Application to Inference in Bayesian Networks. Probabilistic Graphical Models (2002)
Andrés Cano, Serafín Moral, Antonio Salmerón
Lazy evaluation in penniless propagation over join trees. Networks 39 (4) (2002)
Serafín Moral, Andrés Cano
Strong Conditional Independence for Credal Sets. Ann. Math. Artif. Intell. 35 (1-4) (2002)
Luis M. de Campos, José A. Gámez, Serafín Moral
Simplifying Explanations in Bayesian Belief Networks. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 9 (4) (2001)
Joaquín Abellán, Serafín Moral
Building classification trees using the total uncertainty criterion. ISIPTA (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Serafín Moral