Serafín Moral

According to our database, Serafín Moral authored at least 162 papers between 1988 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Desirable gambles based on pairwise comparisons.

Serafín Moral

Int. J. Approx. Reason., 2024

Lazy Multi-Label Classification algorithms based on Non-Parametric Predictive Inference.

Serafín Moral-García, Joaquín Abellán

Expert Syst. Appl., 2024

A Bayesian Imprecise Classification method that weights instances using the error costs.

Serafín Moral-García, Tahani Coolen-Maturi, Frank P. A. Coolen, Joaquín Abellán

Appl. Soft Comput., 2024

2023

Imprecise probabilistic models based on hierarchical intervals.

Serafín Moral, Andrés Cano, Manuel Gómez-Olmedo

Inf. Sci., August, 2023

Upgrading the Fusion of Imprecise Classifiers.

Serafín Moral-García, María D. Benítez, Joaquín Abellán

Entropy, July, 2023

A Variation of the Algorithm to Achieve the Maximum Entropy for Belief Functions.

Joaquín Abellán, Alejandro Pérez-Lara, Serafín Moral-García

Entropy, June, 2023

Improving the Results in Credit Scoring by Increasing Diversity in Ensembles of Classifiers.

Serafín Moral-García, Joaquín Abellán

IEEE Access, 2023

Assessment of Situation Awareness and Automation in Performance-Based Navigation Procedures.

Carlos Morales, Serafín Moral

Proceedings of the 15th IEEE International Symposium on Autonomous Decentralized System, 2023

2022

Using extreme prior probabilities on the Naive Credal Classifier.

Serafín Moral-García, Javier G. Castellano, Carlos Javier Mantas, Joaquín Abellán

Knowl. Based Syst., 2022

A new label ordering method in Classifier Chains based on imprecise probabilities.

Serafín Moral-García, Javier G. Castellano, Carlos Javier Mantas, Joaquín Abellán

Neurocomputing, 2022

Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification.

Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán

Int. J. Approx. Reason., 2022

A cost-sensitive Imprecise Credal Decision Tree based on Nonparametric Predictive Inference.

Serafín Moral-García, Joaquín Abellán, Tahani Coolen-Maturi, Frank P. A. Coolen

Appl. Soft Comput., 2022

2021

Required mathematical properties and behaviors of uncertainty measures on belief intervals.

Serafín Moral-García, Joaquín Abellán

Int. J. Intell. Syst., 2021

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

Manuel Gómez-Olmedo, Rafael Cabañas, Andrés Cano, Serafín Moral, Ofelia P. Retamero

Int. J. Intell. Syst., 2021

Uncertainty-based information measures on the approximate non-parametric predictive inference model.

Serafín Moral-García, Joaquín Abellán

Int. J. Gen. Syst., 2021

A Decision Support Tool for Credit Domains: Bayesian Network with a Variable Selector Based on Imprecise Probabilities.

Javier G. Castellano, Serafín Moral-García, Carlos Javier Mantas, María D. Benítez, Joaquín Abellán

Int. J. Fuzzy Syst., 2021

Credal sets representable by reachable probability intervals and belief functions.

Serafín Moral-García, Joaquín Abellán

Int. J. Approx. Reason., 2021

Combination in the theory of evidence via a new measurement of the conflict between evidences.

Joaquín Abellán, Serafín Moral-García, María D. Benítez

Expert Syst. Appl., 2021

Computation of Kullback-Leibler Divergence in Bayesian Networks.

Serafín Moral, Andrés Cano, Manuel Gómez-Olmedo

Entropy, 2021

Basic Probability Assignments Representable via Belief Intervals for Singletons in Dempster-Shafer Theory.

Serafín Moral-García, Joaquín Abellán

Proceedings of the International Symposium on Imprecise Probability: Theories and Applications, 2021

2020

On the Use of m-Probability-Estimation and Imprecise Probabilities in the Naïve Bayes Classifier.

Javier G. Castellano, Serafín Moral-García, Carlos Javier Mantas, Joaquín Abellán

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2020

MPE Computation in Bayesian Networks Using Mini-Bucket and Probability Trees Approximation.

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

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2020

MPE Computation in Bayesian Networks Using Mini-Bucket and Probability Trees Approximation.

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

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2020

Bagging of credal decision trees for imprecise classification.

Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, María D. Benítez, Joaquín Abellán

Expert Syst. Appl., 2020

Non-parametric predictive inference for solving multi-label classification.

Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán

Appl. Soft Comput., 2020

Maximum of Entropy for Belief Intervals Under Evidence Theory.

Serafín Moral-García, Joaquín Abellán

IEEE Access, 2020

Imprecise Classification with Non-parametric Predictive Inference.

Serafín Moral, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Learning Sets of Bayesian Networks.

Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

2019

A comparison of random forest based algorithms: random credal random forest versus oblique random forest.

Carlos Javier Mantas, Javier G. Castellano, Serafín Moral-García, Joaquín Abellán

Soft Comput., 2019

Ensemble of classifier chains and Credal C4.5 for solving multi-label classification.

Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán

Prog. Artif. Intell., 2019

A Bayesian approach to abrupt concept drift.

Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral

Knowl. Based Syst., 2019

Learning with imprecise probabilities as model selection and averaging.

Serafín Moral

Int. J. Approx. Reason., 2019

Decision Tree Ensemble Method for Analyzing Traffic Accidents of Novice Drivers in Urban Areas.

Serafín Moral-García, Javier G. Castellano, Carlos Javier Mantas, Alfonso Montella, Joaquín Abellán

Entropy, 2019

Flight Trajectory Clustering: a framework that uses Planned Route data.

Carlos Morales, Serafín Moral

Proceedings of the 14th IEEE International Symposium on Autonomous Decentralized System, 2019

Combination in Dempster-Shafer Theory Based on a Disagreement Factor Between Evidences.

Joaquín Abellán, Serafín Moral-García, María D. Benítez

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2019

2018

Using Credal-C4.5 with Binary Relevance for Multi-Label Classification.

Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán

J. Intell. Fuzzy Syst., 2018

Increasing diversity in random forest learning algorithm via imprecise probabilities.

Joaquín Abellán, Carlos Javier Mantas, Javier G. Castellano, Serafín Moral

Expert Syst. Appl., 2018

Divergence Measures and Approximate Algorithms for Valuation Based Systems.

Serafín Moral

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2018

Credal C4.5 with Refinement of Parameters.

Carlos Javier Mantas, Joaquín Abellán, Javier G. Castellano, José Ramón Cano, Serafín Moral

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2018

Virtual Subconcept Drift Detection in Discrete Data Using Probabilistic Graphical Models.

Rafael Cabañas, Andrés Cano, Manuel Gómez-Olmedo, Andrés R. Masegosa, Serafín Moral

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2018

2017

Estimating Conditional Probabilities by Mixtures of Low Order Conditional Distributions.

Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral

Proceedings of the Scalable Uncertainty Management - 11th International Conference, 2017

2016

Modeling aircrew information management for estimation of situational awareness using dynamic Bayesian networks.

Carlos Morales, Serafín Moral

Simul. Model. Pract. Theory, 2016

A hierarchical clustering method: Applications to educational data.

Byron Oviedo, Serafín Moral, Amilkar Puris

Intell. Data Anal., 2016

Regression Methods Applied to Flight Variables for Situational Awareness Estimation Using Dynamic Bayesian Networks.

Carlos Morales, Serafín Moral

Proceedings of the Probabilistic Graphical Models - Eighth International Conference, 2016

Learning Bayesian network by a mesh of points.

Byron Oviedo, Luís Moreira, Amilkar Puris, Pavel Novoa-Hernández, Serafín Moral

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

The behavioral meaning of the median.

Inés Couso, Serafín Moral, Luciano Sánchez

Inf. Sci., 2015

Recent Advances in Probabilistic Graphical Models.

Concha Bielza, Serafín Moral, Antonio Salmerón

Int. J. Intell. Syst., 2015

Discretization of Simulated Flight Parameters for Estimation of Situational Awareness Using Dynamic Bayesian Networks.

Carlos Morales, Serafín Moral

Proceedings of the Twelfth IEEE International Symposium on Autonomous Decentralized Systems, 2015

2014

Comments on "Likelihood-based belief function: Justification and some extensions to low-quality data" by Thierry Denœux.

Serafín Moral

Int. J. Approx. Reason., 2014

Comments on "Statistical reasoning with set-valued information: Ontic vs. epistemic view" by Inés Couso and Didier Dubois.

Serafín Moral

Int. J. Approx. Reason., 2014

Rejoinder on "Imprecise probability models for learning multinomial distributions from data. Applications to learning credal networks".

Andrés R. Masegosa, Serafín Moral

Int. J. Approx. Reason., 2014

Imprecise probability models for learning multinomial distributions from data. Applications to learning credal networks.

Andrés R. Masegosa, Serafín Moral

Int. J. Approx. Reason., 2014

Extended Probability Trees for Probabilistic Graphical Models.

Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora B. Pérez-Ariza

Proceedings of the Probabilistic Graphical Models - 7th European Workshop, 2014

2013

Increasing Power by using Haplotype Similarity in a Multimarker Transmission/disequilibrium Test.

María M. Abad-Grau, Nuria Medina-Medina, Serafín Moral, Rosana Montes-Soldado, Sergio Torres-Sánchez, Fuencisla Matesanz

J. Bioinform. Comput. Biol., 2013

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

Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora B. Pérez-Ariza, Antonio Salmerón

Int. J. Intell. Syst., 2013

An interactive approach for Bayesian network learning using domain/expert knowledge.

Andrés R. Masegosa, Serafín Moral

Int. J. Approx. Reason., 2013

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

Andrés Cano, Manuel Gómez-Olmedo, Andrés R. Masegosa, Serafín Moral

Int. J. Approx. Reason., 2013

Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence (1998)

Gregory F. Cooper, Serafín Moral

CoRR, 2013

New skeleton-based approaches for Bayesian structure learning of Bayesian networks.

Andrés R. Masegosa, Serafín Moral

Appl. Soft Comput., 2013

New strategies for finding multiplicative decompositions of probability trees.

Irene Martínez, Serafín Moral, Carmelo Rodríguez, Antonio Salmerón

Appl. Math. Comput., 2013

Learning classifiers from discretized expression quantitative trait loci.

Andres Masegosa Arredondo, María del Mar Abad-Grau, Serafín Moral, Fuencisla Matesanz

Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013

Learning Recursive Probability Trees from Data.

Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora Beatriz Pérez-Ariza, Antonio Salmerón

Proceedings of the Advances in Artificial Intelligence, 2013

2012

A Bayesian stochastic search method for discovering Markov boundaries.

Andrés R. Masegosa, Serafín Moral

Knowl. Based Syst., 2012

Imprecise probabilities for representing ignorance about a parameter.

Serafín Moral

Int. J. Approx. Reason., 2012

Editorial - Imprecise probability.

Frank P. A. Coolen, Thomas Fetz, Serafín Moral, Michael Oberguggenberger

Int. J. Approx. Reason., 2012

Learning recursive probability trees from probabilistic potentials.

Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora B. Pérez-Ariza, Antonio Salmerón

Int. J. Approx. Reason., 2012

Determining dependence relations using a new score based on imprecise probabilities.

Joaquín Abellán, Serafín Moral

Intell. Data Anal., 2012

Haplotype-based Classifiers to Predict Individual Susceptibility to Complex Diseases - An Example for Multiple Sclerosis.

María M. Abad-Grau, Nuria Medina-Medina, Andrés R. Masegosa, Serafín Moral

Proceedings of the BIOINFORMATICS 2012 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Vilamoura, Algarve, Portugal, 1, 2012

2011

A Method for Integrating Expert Knowledge When Learning Bayesian Networks From Data.

Andrés Cano, Andrés R. Masegosa, Serafín Moral

IEEE Trans. Syst. Man Cybern. Part B, 2011

Sets of desirable gambles: Conditioning, representation, and precise probabilities.

Inés Couso, Serafín Moral

Int. J. Approx. Reason., 2011

Approximate inference in Bayesian networks using binary probability trees.

Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral

Int. J. Approx. Reason., 2011

A memory efficient semi-Naive Bayes classifier with grouping of cases.

Joaquín Abellán, Andrés Cano, Andrés R. Masegosa, Serafín Moral

Intell. Data Anal., 2011

Probabilistic graphical models in artificial intelligence.

Pedro Larrañaga, Serafín Moral

Appl. Soft Comput., 2011

Learning with Bayesian networks and probability trees to approximate a joint distribution.

Andrés Cano, Manuel Gómez-Olmedo, Andrés R. Masegosa, Serafín Moral

Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Bayesian networks classifiers for gene-expression data.

Luis M. de Campos, Andrés Cano, Javier G. Castellano, Serafín Moral

Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Locally Averaged Bayesian Dirichlet Metrics.

Andrés Cano, Manuel Gómez-Olmedo, Andrés R. Masegosa, Serafín Moral

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2011

2010

Independence concepts in evidence theory.

Inés Couso, Serafín Moral

Int. J. Approx. Reason., 2010

Imprecise probability in statistical inference and decision making.

Thomas Augustin, Frank P. A. Coolen, Serafín Moral, Matthias C. M. Troffaes

Int. J. Approx. Reason., 2010

An Importance Sampling Approach to Integrate Expert Knowledge When Learning Bayesian Networks From Data.

Andrés Cano, Andrés R. Masegosa, Serafín Moral

Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010

2009

A Bayesian Random Split to Build Ensembles of Classification Trees.

Andrés Cano, Andrés R. Masegosa, Serafín Moral

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2009

Binary Probability Trees for Bayesian Networks Inference.

Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2009

Recursive Probability Trees for Bayesian Networks.

Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora B. Pérez-Ariza

Proceedings of the Current Topics in Artificial Intelligence, 2009

2008

Use of Explanation Treesto Describe the State Space of a Probabilistic-Based Abduction Problem.

M. Julia Flores, José A. Gámez, Serafín Moral

Proceedings of the Innovations in Bayesian Networks: Theory and Applications, 2008

2007

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

Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Joaquín Abellán

Int. J. Approx. Reason., 2007

A Semi-naive Bayes Classifier with Grouping of Cases.

Joaquín Abellán, Andrés Cano, Andrés R. Masegosa, Serafín Moral

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2007

2006

An Algorithm to Compute the Upper Entropy for Order-2 Capacities.

Joaquín Abellán, Serafín Moral

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2006

Disaggregated total uncertainty measure for credal sets.

Joaquín Abellán, George J. Klir, Serafín Moral

Int. J. Gen. Syst., 2006

A forward-backward Monte Carlo method for solving influence diagrams.

Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral

Int. J. Approx. Reason., 2006

Varying Parameter in Classification Based on Imprecise Probabilities.

Joaquín Abellán, Serafín Moral, Manuel Gómez-Olmedo, Andrés R. Masegosa

Proceedings of the Soft Methods for Integrated Uncertainty Modelling, 2006

The Independency tree model: a new approach for clustering and factorisation.

M. Julia Flores, José A. Gámez, Serafín Moral

Proceedings of the Third European Workshop on Probabilistic Graphical Models, 2006

Some Variations on the PC Algorithm.

Joaquín Abellán, Manuel Gómez-Olmedo, Serafín Moral

Proceedings of the Third European Workshop on Probabilistic Graphical Models, 2006

2005

Corrigendum: "a Non-specificity Measure for Convex Sets of Probability Distributions".

Joaquín Abellán, Serafín Moral

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2005

Difference of entropies as a non-specificity function on credal sets†.

Joaquín Abellán, Serafín Moral

Int. J. Gen. Syst., 2005

Dynamic importance sampling in Bayesian networks based on probability trees.

Serafín Moral, Antonio Salmerón

Int. J. Approx. Reason., 2005

Upper entropy of credal sets. Applications to credal classification.

Joaquín Abellán, Serafín Moral

Int. J. Approx. Reason., 2005

Comments on 'a behavioural model for vague probability assessments' (G. de Cooman).

Serafín Moral

Fuzzy Sets Syst., 2005

Epistemic irrelevance on sets of desirable gambles.

Serafín Moral

Ann. Math. Artif. Intell., 2005

Application of a hill-climbing algorithm to exact and approximate inference in credal networks.

Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral

Proceedings of the ISIPTA '05, 2005

New Score for Independence Based on the Imprecise Dirichlet Model.

Joaquín Abellán, Serafín Moral

Proceedings of the ISIPTA '05, 2005

Imprecise Probability in Graphical Models: Achievements and Challenges.

Serafín Moral

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

Approximate Factorisation of Probability Trees.

Irene Martínez, Serafín Moral, Carmelo Rodríguez, Antonio Salmerón

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

Abductive Inference in Bayesian Networks: Finding a Partition of the Explanation Space.

M. Julia Flores, José A. Gámez, Serafín Moral

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

Methods to Determine the Branching Attribute in Bayesian Multinets Classifiers.

Andrés Cano, Francisco Javier García Castellano, Andrés R. Masegosa, Serafín Moral

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

Selective Gaussian Naïve Bayes Model for Diffuse Large-B-Cell Lymphoma Classification: Some Improvements in Preprocessing and Variable Elimination.

Andrés Cano, Francisco Javier García Castellano, Andrés R. Masegosa, Serafín Moral

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

2003

Maximum of Entropy for Credal Sets.

Joaquín Abellán, Serafín Moral

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2003

Qualitative combination of Bayesian networks.

José del Sagrado, Serafín Moral

Int. J. Intell. Syst., 2003

Novel strategies to approximate probability trees in penniless propagation.

Andrés Cano, Serafín Moral, Antonio Salmerón

Int. J. Intell. Syst., 2003

Building classification trees using the total uncertainty criterion.

Joaquín Abellán, Serafín Moral

Int. J. Intell. Syst., 2003

Maximum of Entropy in Credal Classification.

Joaquín Abellán, Serafín Moral

Proceedings of the ISIPTA '03, 2003

Partial Abductive Inference in Bayesian Networks By Using Probability Trees.

Luis M. de Campos, José A. Gámez, Serafín Moral

Proceedings of the ICEIS 2003, 2003

Dynamic Importance Sampling Computation in Bayesian Networks.

Serafín Moral, Antonio Salmerón

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2003

Approximating Conditional MTE Distributions by Means of Mixed Trees.

Serafín Moral, Rafael Rumí, Antonio Salmerón

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2003

2002

Partial abductive inference in Bayesian belief networks - an evolutionary computation approach by using problem-specific genetic operators.

Luis M. de Campos, José A. Gámez, Serafín Moral

IEEE Trans. Evol. Comput., 2002

Lazy evaluation in penniless propagation over join trees.

Andrés Cano, Serafín Moral, Antonio Salmerón

Networks, 2002

Computing probability intervals with simulated annealing and probability trees.

Andrés Cano, Juan M. Fernández-Luna, Serafín Moral

J. Appl. Non Class. Logics, 2002

Using probability trees to compute marginals with imprecise probabilities.

Andrés Cano, Serafín Moral

Int. J. Approx. Reason., 2002

Strong Conditional Independence for Credal Sets.

Serafín Moral, Andrés Cano

Ann. Math. Artif. Intell., 2002

Different strategies to approximate probability trees in penniless propagation.

Andrés Cano, Serafín Moral, Antonio Salmerón

Inteligencia Artif., 2002

Estimating Mixtures of Truncated Exponentials from Data.

Serafín Moral, Rafael Rumí, Antonio Salmerón

Proceedings of the First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002, 2002

Factorisation of Probability Trees and its Application to Inference in Bayesian Networks.

Irene Martínez, Serafín Moral, Carmelo Rodríguez, Antonio Salmerón

Proceedings of the First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002, 2002

Partial Abductive Inference in Bayesian Networks: An Empirical Comparison Between GAs and EDAs.

L. M. Campos, José A. Gámez, Pedro Larrañaga, Serafín Moral, Txomin Romero

Proceedings of the Estimation of Distribution Algorithms, 2002

2001

Simplifying Explanations in Bayesian Belief Networks.

Luis M. de Campos, José A. Gámez, Serafín Moral

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2001

Merging databases: Problems and examples.

Laurence Cholvy, Serafín Moral

Int. J. Intell. Syst., 2001

Fusion: General concepts and characteristics.

Isabelle Bloch, Anthony Hunter, Alain Appriou, André Ayoun, Salem Benferhat, Philippe Besnard, Laurence Cholvy, Roger M. Cooke, Frédéric Cuppens, Didier Dubois, Hélène Fargier, Michel Grabisch, Rudolf Kruse, Jérôme Lang, Serafín Moral, Henri Prade, Alessandro Saffiotti, Philippe Smets, Claudio Sossai

Int. J. Intell. Syst., 2001

Partial abductive inference in Bayesian belief networks by simulated annealing.

Luis M. de Campos, José A. Gámez, Serafín Moral

Int. J. Approx. Reason., 2001

Accelerating chromosome evaluation for partial abductive inference in Bayesian networks by means of explanation set absorption.

Luis M. de Campos, José A. Gámez, Serafín Moral

Int. J. Approx. Reason., 2001

Importance Sampling in Bayesian Networks Using Antithetic Variables.

Antonio Salmerón, Serafín Moral

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2001

Mixtures of Truncated Exponentials in Hybrid Bayesian Networks.

Serafín Moral, Rafael Rumí, Antonio Salmerón

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2001

Computing Intervals of Probabilities with Simulated Annealing and Probability Trees.

Andrés Cano, Serafín Moral

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2001

Qualitative Aggregation of Bayesian Networks.

José del Sagrado, Serafín Moral

Proceedings of the Data Fusion and Perception, 2001

2000

Network of probabilities associated with a capacity of order-2.

Juan F. Verdegay-López, Serafín Moral

Inf. Sci., 2000

A Non-Specificity Measure for Convex Sets of Probability Distributions.

Joaquín Abellán, Serafín Moral

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2000

Penniless propagation in join trees.

Andrés Cano, Serafín Moral, Antonio Salmerón

Int. J. Intell. Syst., 2000

Reasoning with imprecise probabilities.

Fábio Gagliardi Cozman, Serafín Moral

Int. J. Approx. Reason., 2000

1999

Partial abductive inference in Bayesian belief networks using a genetic algorithm.

Luis M. de Campos, José A. Gámez, Serafín Moral

Pattern Recognit. Lett., 1999

Propositional Information Systems.

Jürg Kohlas, Rolf Haenni, Serafín Moral

J. Log. Comput., 1999

Examples of Independence for Imprecise Probabilities.

Inés Couso, Serafín Moral, Peter Walley

Proceedings of the ISIPTA '99, Proceedings of the First International Symposium on Imprecise Probabilities and Their Applications, held at the Conference Center "Het Pand" of the Universiteit Gent, Ghent, Belgium, 29 June, 1999

A Review of Propagation Algorithms for Imprecise Probabilities.

Andrés Cano, Serafín Moral

Proceedings of the ISIPTA '99, Proceedings of the First International Symposium on Imprecise Probabilities and Their Applications, held at the Conference Center "Het Pand" of the Universiteit Gent, Ghent, Belgium, 29 June, 1999

A Monte Carlo Algorithm for Combining Dempster-Shafer Belief Based on Approximate Pre-computation.

Serafín Moral, Antonio Salmerón

Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1999

1998

A Monte Carlo algorithm for probabilistic propagation in belief networks based on importance sampling and stratified simulation techniques.

Luis D. Hernández, Serafín Moral, Antonio Salmerón

Int. J. Approx. Reason., 1998

1997

Mixing exact and importance sampling propagation algorithms in dependence graphs.

Luis D. Hernández, Serafín Moral

Int. J. Intell. Syst., 1997

Removing partial inconsistency in valuation-based systems.

Luis M. de Campos, Serafín Moral

Int. J. Intell. Syst., 1997

Inference with Idempotent Valuations.

Luis D. Hernández, Serafín Moral

Proceedings of the UAI '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, 1997

1996

Importance sampling algorithms for the propagation of probabilities in belief networks.

José E. Cano, Luis D. Hernández, Serafín Moral

Int. J. Approx. Reason., 1996

Fast Markov Chain Algorithms for Calculating Dempster-Shafer Belief.

Nic Wilson, Serafín Moral

Proceedings of the 12th European Conference on Artificial Intelligence, 1996

1995

Independence Concepts for Convex Sets of Probabilities.

Luis M. de Campos, Serafín Moral

Proceedings of the UAI '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, 1995

1994

Probability Intervals: a Tool for uncertain Reasoning.

Luis M. de Campos, Juan F. Huete, Serafín Moral

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1994

Heuristic Algorithms for the Triangulation of Graphs.

Andrés Cano, Serafín Moral

Proceedings of the Advances in Intelligent Computing, 1994

Uncertainty Management Using Probability Intervals.

Luis M. de Campos, Juan F. Huete, Serafín Moral

Proceedings of the Advances in Intelligent Computing, 1994

A Logical View of Probability.

Nic Wilson, Serafín Moral

Proceedings of the Eleventh European Conference on Artificial Intelligence, 1994

Markov Chain Monte-Carlo Algorithms for the Calculation of Dempster-Shafer Belief.

Serafín Moral, Nic Wilson

Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994

1993

An axiomatic framework for propagating uncertainty in directed acyclic networks.

José E. Cano, Miguel Delgado, Serafín Moral

Int. J. Approx. Reason., 1993

DRUMS: Defeasible Reasoning and Uncertainty Management Systems.

Philippe Besnard, Yves Moinard, Wilmer Pereira, Michael Clarke, Nic Wilson, Miguel Delgado, Serafín Moral, Juan Cano, Didier Dubois, Henri Prade, Luis Fariñas del Cerro, Jérôme Lang, Stéphane Amarger, John Fox, Paul J. Krause, Michael Dohnal, Christine Froidevaux, Jérôme Mengin, Ramón López de Mántaras, Lluís Godo, E. H. Mamdani, John Bigham, Simon Parsons, Rudolf Kruse, Olivier Paillet, Pierre Siegel, Philippe Smets, Yen-Teh Hsia, Alessandro Saffiotti, Robert Kennes, Hong Xu, Elizabeth Umkehrer, Kurt Sundermeyer, Chris Whitney

AI Commun., 1993

Partially Specified Belief Functions.

Serafín Moral, Luis M. de Campos

Proceedings of the UAI '93: Proceedings of the Ninth Annual Conference on Uncertainty in Artificial Intelligence, 1993

A Formal Language for Convex Sets of Probabilities.

Serafín Moral

Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1993

1992

Propagating uncertain information forward.

Luis M. de Campos, Serafín Moral

Int. J. Intell. Syst., 1992

Calculating Uncertainty Intervals from Conditional Convex Sets of Probabilities.

Serafín Moral

Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992

1991

Combination of Upper and Lower Probabilities.

José E. Cano, Serafín Moral, Juan F. Verdegay-López

Proceedings of the UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, 1991

Propagation of Uncertainty in Dependence Graphs.

José E. Cano, Miguel Delgado, Serafín Moral

Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1991

1990

The concept of conditional fuzzy measure.

Luis M. de Campos, María T. Lamata, Serafín Moral

Int. J. Intell. Syst., 1990

Updating Uncertain Information.

Serafín Moral, Luis M. de Campos

Proceedings of the Uncertainty in Knowledge Bases, 1990

1988

Logical Connectives for Combining Fuzzy Measures.

Luis M. de Campos, María Teresa Lamata, Serafín Moral

Proceedings of the Methodologies for Intelligent Systems, 1988