Juan A. Aledo

Jose P. Llano

Appl. Math. Comput., 2025

2024

Efficient ensembles of distance-based label ranking trees.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., April, 2024

Label ranking oblique trees.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

FLocalX - Local to Global Fuzzy Explanations for Black Box Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

A User Study on the Utility of Context-Aware Explanations for Assisting Data Scientists in Error Analysis of Fuzzy Decision Trees.

[BibT_eX]

[DOI]

Jose Maria Alonso-Moral

Alberto Bugarín

Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

2023

Multi-dimensional Bayesian network classifiers for partial label ranking.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., September, 2023

Pairwise learning for the partial label ranking problem.

[BibT_eX]

[DOI]

Pattern Recognit., August, 2023

Symmetrizable Boolean networks.

[BibT_eX]

[DOI]

Inf. Sci., May, 2023

2022

Factual and Counterfactual Explanations in Fuzzy Classification Trees.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2022

Enumerating periodic orbits in sequential dynamical systems over graphs.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., 2022

Fixed points in generalized parallel and sequential dynamical systems induced by a minterm or maxterm Boolean functions.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., 2022

Integrating Bayesian network classifiers to deal with the partial label ranking problem.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Probabilistic Graphical Models, 2022

2021

A highly scalable algorithm for weak rankings aggregation.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Efficient and accurate structural fusion of Bayesian networks.

[BibT_eX]

[DOI]

Inf. Fusion, 2021

Learning decision trees for the partial label ranking problem.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2021

Mixture-Based Probabilistic Graphical Models for the Label Ranking Problem.

[BibT_eX]

[DOI]

Entropy, 2021

Existence, coexistence and uniqueness of fixed points in parallel and sequential dynamical systems over directed graphs.

[BibT_eX]

[DOI]

Commun. Nonlinear Sci. Numer. Simul., 2021

Mixture-Based Probabilistic Graphical Models for the Partial Label Ranking Problem.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

2020

Attractors and transient in sequential dynamical systems.

[BibT_eX]

[DOI]

Int. J. Comput. Math., 2020

Counting Periodic Points in Parallel Graph Dynamical Systems.

[BibT_eX]

[DOI]

Complex., 2020

Economic modelling of robotic disassembly in end-of-life product recovery for remanufacturing.

[BibT_eX]

[DOI]

Comput. Ind. Eng., 2020

Averaging-Based Ensemble Methods for the Partial Label Ranking Problem.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

2019

Machine learning from crowds: A systematic review of its applications.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2019

Scaling up the learning-from-crowds GLAD algorithm using instance-difficulty clustering.

[BibT_eX]

[DOI]

Prog. Artif. Intell., 2019

spark-crowd: A Spark Package for Learning from Crowdsourced Big Data.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2019

Approaching the rank aggregation problem by local search-based metaheuristics.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., 2019

Predecessors and Garden-of-Eden configurations in parallel dynamical systems on maxterm and minterm Boolean functions.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., 2019

Predecessors Existence Problems and Gardens of Eden in Sequential Dynamical Systems.

[BibT_eX]

[DOI]

Complex., 2019

Dynamical attraction in parallel network models.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2019

Solution to the predecessors and Gardens-of-Eden problems for synchronous systems over directed graphs.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2019

CiDAEN: An Online Data Science Course.

[BibT_eX]

[DOI]

Cristina Romero-González

Jacinto Arias

Javier Cózar

Juan Ignacio Alonso-Barba

Jesus Martínez-Gómez

Proceedings of the Higher Education Learning Methodologies and Technologies Online, 2019

Structural Fusion/Aggregation of Bayesian Networks via Greedy Equivalence Search Learning Algorithm.

[BibT_eX]

[DOI]

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

A Probabilistic Graphical Model-Based Approach for the Label Ranking Problem.

[BibT_eX]

[DOI]

Juan Carlos Alfaro Jiménez

José Antonio Gámez

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

2018

Consensus-based journal rankings: A complementary tool for bibliometric evaluation.

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., 2018

Maximum number of periodic orbits in parallel dynamical systems.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Approaching rank aggregation problems by using evolution strategies: The case of the optimal bucket order problem.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2018

CGLAD: Using GLAD in Crowdsourced Large Datasets.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

2017

On periods and equilibria of computational sequential systems.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Tackling the supervised label ranking problem by bagging weak learners.

[BibT_eX]

[DOI]

Inf. Fusion, 2017

Utopia in the solution of the Bucket Order Problem.

[BibT_eX]

[DOI]

Decis. Support Syst., 2017

Partial evaluation in Rank Aggregation Problems.

[BibT_eX]

[DOI]

Comput. Oper. Res., 2017

On the Periods of Parallel Dynamical Systems.

[BibT_eX]

[DOI]

Complex., 2017

2016

Using metaheuristic algorithms for parameter estimation in generalized Mallows models.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2016

Using extension sets to aggregate partial rankings in a flexible setting.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2016

FSS-OBOP: Feature subset selection guided by a bucket order consensus ranking.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

2015

Parallel Dynamical Systems over Graphs and Related Topics: A Survey.

[BibT_eX]

[DOI]

J. Appl. Math., 2015

2013

Parallel discrete dynamical systems on independent local functions.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., 2013

Parallel dynamical systems over special digraph classes.

[BibT_eX]

[DOI]

Int. J. Comput. Math., 2013

Updating method for the computation of orbits in parallel and sequential dynamical systems.

[BibT_eX]

[DOI]

Int. J. Comput. Math., 2013

Tackling the rank aggregation problem with evolutionary algorithms.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2013

Computing the Consensus Permutation in Mallows Distribution by Using Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Recent Trends in Applied Artificial Intelligence, 2013

2012

Parallel discrete dynamical systems on maxterm and minterm Boolean functions.

[BibT_eX]

[DOI]

Fernando López Pelayo

Math. Comput. Model., 2012

Parallel dynamical systems over directed dependency graphs.

[BibT_eX]

[DOI]