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Serafín Moral

Serafín Moral

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Computer Science
Spain
2025

D-Index & Metrics

Computer Science

D-Index
47
Citations
7675
World Ranking
6575
National Ranking
84

Mathematics

D-Index
46
Citations
6084
World Ranking
1403
National Ranking
21

Research.com Recognitions

  • 2025 - Research.com Computer Science in Spain Leader Award
  • 2022 - Research.com Computer Science in Spain Leader Award

Overview

Serafín Moral is affiliated with the University of Granada in Spain and conducts research primarily in the field of Computer Science. Their work spans multiple subfields, including Artificial Intelligence, Computational Theory and Mathematics, Signal Processing, Statistics and Probability, and Computer Networks and Communications.

The main topics addressed in their research include Bayesian Modeling and Causal Inference, Rough Sets and Fuzzy Logic, Data Management and Algorithms, Data Mining Algorithms and Applications, Constraint Satisfaction and Optimization, Multi-Criteria Decision Making, and Advanced Statistical Methods and Models.

Their recent publications reflect contributions to these topics in various respected venues. Notable papers include:

  • Computation of Kullback-Leibler Divergence in Bayesian Networks, 2021, Entropy
  • Value-based potentials: Exploiting quantitative information regularity patterns in probabilistic graphical models, 2021, International Journal of Intelligent Systems
  • Imprecise probabilistic models based on hierarchical intervals, 2023, Information Sciences
  • MPE Computation in Bayesian Networks Using Mini-Bucket and Probability Trees Approximation, 2020, International Journal of Uncertainty Fuzziness and Knowledge-Based Systems
  • Using Value-Based Potentials for Making Approximate Inference on Probabilistic Graphical Models, 2022, Mathematics

Serafín Moral collaborates frequently with several coauthors, including Andrés Cano, Manuel Gómez-Olmedo, Ofelia Paula Retamero, Carlos J. Mantas, and Javier G. Castellano.

The scholar's publications are distributed across a range of academic journals, with multiple contributions to Mathematics, Entropy, International Journal of Intelligent Systems, Information Sciences, and International Journal of Uncertainty Fuzziness and Knowledge-Based Systems.

Best Publications

  • Symbolic and quantitative approaches to reasoning with uncertainty

    Michael Clarke;Rudolf Kruse;Serafín Moral

  • PROBABILITY INTERVALS: A TOOL FOR UNCERTAIN REASONING

    Luis M. De Campos;Juan F. Huete;Serafin Moral

  • A survey of concepts of independence for imprecise probabilities

    Ines Couso;Serafin Moral;Peter Walley

  • Examples of Independence for Imprecise Probabilities

    Inés Couso;Serafín Moral;Peter Walley

  • Mixtures of Truncated Exponentials in Hybrid Bayesian Networks

    Serafín Moral;Rafael Rumí;Antonio Salmerón

  • Fusion: General concepts and characteristics

    Isabelle Bloch;Anthony A. Hunter;Alain A. Appriou;Andr A. Ayoun

  • A Semantics for Possibility Theory Based on Likelihoods

    Didier Dubois;Serafı́n Moral;Henri Prade

  • On the concept of possibility-probability consistency

    M. Delgado;S. Moral

  • Building Classification Trees Using the Total Uncertainty Criterion

    Joaquín Abellán;Serafín Moral

  • A semantics for possibility theory based on likelihoods

    D. Dubois;S. Moral;H. Prade

  • Importance sampling in Bayesian networks using probability trees

    Antonio Salmerón;Andrés Cano;Serafín Moral

  • Probabilistic graphical models in artificial intelligence

    P. Larrañaga;S. Moral

  • The concept of conditional fuzzy measure

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

  • An axiomatic framework for propagating uncertainty in directed acyclic networks

    José E. Cano;Miguel Delgado;Serafín Moral

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

    A. Cano;A. R. Masegosa;S. Moral

  • Heuristic Algorithms for the Triangulation of Graphs

    Andrés Cano;Serafín Moral

  • Independence concepts for convex sets of probabilities

    Luis M. De Campos;Serafin Moral

  • Penniless propagation in join trees

    Andrés Cano;Serafín Moral;Antonio Salmerón

  • Maximum of entropy for credal sets

    Joaquin Abellan;Serafin Moral

  • Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence

    Gregory F. Cooper;Serafín Moral

  • Handbook of Defeasible Reasoning and Uncertainty Management Systems

    Jürg Kohlas;Serafín Moral

Frequent Co-Authors

Joaquín Abellán
Joaquín Abellán University of Granada
Luis M. de Campos
Luis M. de Campos University of Granada
Inés Couso
Inés Couso University of Oviedo
Rudolf Kruse
Rudolf Kruse Otto-von-Guericke University Magdeburg
Miguel Delgado
Miguel Delgado University of Granada
Didier Dubois
Didier Dubois Paul Sabatier University
Pedro Larrañaga
Pedro Larrañaga Technical University of Madrid
Henri Prade
Henri Prade Paul Sabatier University
Salem Benferhat
Salem Benferhat Artois University
Michel Grabisch
Michel Grabisch Charles University

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