Juan A. Aledo

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 44

Top Topics

Dynamical Systems

Graphical Models

Top Venues

J. Comput. Appl. Math.

Appl. Math. Comput.

Publications

Guillermo Fernández, Riccardo Guidotti, Fosca Giannotti, Mattia Setzu, Juan A. Aledo, José A. Gámez, José Miguel Puerta
FLocalX - Local to Global Fuzzy Explanations for Black Box Classifiers. IDA (2) (2024)
Guillermo Fernández, José A. Gámez, José Miguel Puerta, Juan A. Aledo, Jose Maria Alonso-Moral, Alberto Bugarín
A User Study on the Utility of Context-Aware Explanations for Assisting Data Scientists in Error Analysis of Fuzzy Decision Trees. FUZZ (2024)
Enrique González Rodrigo, Juan C. Alfaro, Juan A. Aledo, José A. Gámez
Label ranking oblique trees. Knowl. Based Syst. 296 (2024)
Enrique González Rodrigo, Juan C. Alfaro, Juan A. Aledo, José A. Gámez
Efficient ensembles of distance-based label ranking trees. Expert Syst. J. Knowl. Eng. 41 (4) (2024)
Juan C. Alfaro, Juan A. Aledo, José A. Gámez
Multi-dimensional Bayesian network classifiers for partial label ranking. Int. J. Approx. Reason. 160 (2023)
Juan C. Alfaro, Juan A. Aledo, José A. Gámez
Pairwise learning for the partial label ranking problem. Pattern Recognit. 140 (2023)
Juan A. Aledo, Eric Goles, Marco Montalva-Medel, Pedro Montealegre, José C. Valverde
Symmetrizable Boolean networks. Inf. Sci. 626 (2023)
Juan A. Aledo, Luis G. Diaz, Silvia Martinez, José C. Valverde
Enumerating periodic orbits in sequential dynamical systems over graphs. J. Comput. Appl. Math. 405 (2022)
Guillermo Fernández, Juan A. Aledo, José Antonio Gámez, José Miguel Puerta
Factual and Counterfactual Explanations in Fuzzy Classification Trees. IEEE Trans. Fuzzy Syst. 30 (12) (2022)
Juan C. Alfaro, Juan A. Aledo, José A. Gámez
Integrating Bayesian network classifiers to deal with the partial label ranking problem. PGM (2022)
Juan A. Aledo, Ali Barzanouni, Ghazaleh Malekbala, Leila Sharifan, José C. Valverde
Fixed points in generalized parallel and sequential dynamical systems induced by a minterm or maxterm Boolean functions. J. Comput. Appl. Math. 408 (2022)
Juan A. Aledo, Ali Barzanouni, Ghazaleh Malekbala, Leila Sharifan, José C. Valverde
Existence, coexistence and uniqueness of fixed points in parallel and sequential dynamical systems over directed graphs. Commun. Nonlinear Sci. Numer. Simul. 103 (2021)
Juan Carlos Alfaro, Juan A. Aledo, José A. Gámez
Learning decision trees for the partial label ranking problem. Int. J. Intell. Syst. 36 (2) (2021)
José Miguel Puerta, Juan A. Aledo, José A. Gámez, Jorge D. Laborda
Efficient and accurate structural fusion of Bayesian networks. Inf. Fusion 66 (2021)
Juan Carlos Alfaro, Juan A. Aledo, José A. Gámez
Mixture-Based Probabilistic Graphical Models for the Partial Label Ranking Problem. IDEAL (2021)
Enrique González Rodrigo, Juan Carlos Alfaro, Juan A. Aledo, José A. Gámez
Mixture-Based Probabilistic Graphical Models for the Label Ranking Problem. Entropy 23 (4) (2021)
Juan A. Aledo, José A. Gámez, Alejandro Rosete
A highly scalable algorithm for weak rankings aggregation. Inf. Sci. 570 (2021)
Juan A. Aledo, Ali Barzanouni, Ghazaleh Malekbala, Leila Sharifan, José C. Valverde
Counting Periodic Points in Parallel Graph Dynamical Systems. Complex. 2020 (2020)
Juan Carlos Alfaro, Juan A. Aledo, José A. Gámez
Averaging-Based Ensemble Methods for the Partial Label Ranking Problem. HAIS (2020)
F. Javier Ramírez, Juan A. Aledo, José A. Gámez, Duc Truong Pham
Economic modelling of robotic disassembly in end-of-life product recovery for remanufacturing. Comput. Ind. Eng. 142 (2020)
Juan A. Aledo, Luis G. Diaz, Silvia Martinez, José C. Valverde
Attractors and transient in sequential dynamical systems. Int. J. Comput. Math. 97 (1-2) (2020)
Juan A. Aledo, José A. Gámez, David Molina
Approaching the rank aggregation problem by local search-based metaheuristics. J. Comput. Appl. Math. 354 (2019)
Luis de la Ossa, Pablo Bermejo, Juan A. Aledo, José A. Gámez, José Miguel Puerta, Cristina Romero-González, Jacinto Arias, Javier Cózar, Enrique González Rodrigo, Juan Ignacio Alonso-Barba, Jesus Martínez-Gómez
CiDAEN: An Online Data Science Course. HELMeTO (2019)
José Miguel Puerta, Juan A. Aledo, José Antonio Gámez, Jorge D. Laborda
Structural Fusion/Aggregation of Bayesian Networks via Greedy Equivalence Search Learning Algorithm. ECSQARU (2019)
Enrique González Rodrigo, Juan A. Aledo, José A. Gámez
Scaling up the learning-from-crowds GLAD algorithm using instance-difficulty clustering. Prog. Artif. Intell. 8 (3) (2019)
Juan A. Aledo, Luis G. Diaz, Silvia Martinez, José C. Valverde
Dynamical attraction in parallel network models. Appl. Math. Comput. 361 (2019)
Enrique González Rodrigo, Juan A. Aledo, José A. Gámez
spark-crowd: A Spark Package for Learning from Crowdsourced Big Data. J. Mach. Learn. Res. 20 (2019)
Juan A. Aledo, Luis G. Diaz, Silvia Martínez Sanahuja, José C. Valverde
Predecessors and Garden-of-Eden configurations in parallel dynamical systems on maxterm and minterm Boolean functions. J. Comput. Appl. Math. 348 (2019)
Enrique González Rodrigo, Juan A. Aledo, José A. Gámez
Machine learning from crowds: A systematic review of its applications. WIREs Data Mining Knowl. Discov. 9 (2) (2019)
Juan A. Aledo, Luis G. Diaz, Silvia Martinez, José C. Valverde
Predecessors Existence Problems and Gardens of Eden in Sequential Dynamical Systems. Complex. 2019 (2019)
Juan A. Aledo, Luis G. Diaz, Silvia Martinez, José C. Valverde
Solution to the predecessors and Gardens-of-Eden problems for synchronous systems over directed graphs. Appl. Math. Comput. 347 (2019)
Juan Carlos Alfaro, Enrique González Rodrigo, Juan A. Aledo, José Antonio Gámez
A Probabilistic Graphical Model-Based Approach for the Label Ranking Problem. ECSQARU (2019)
Juan A. Aledo, José A. Gámez, Alejandro Rosete
Approaching rank aggregation problems by using evolution strategies: The case of the optimal bucket order problem. Eur. J. Oper. Res. 270 (3) (2018)
Enrique González Rodrigo, Juan A. Aledo, José A. Gámez
CGLAD: Using GLAD in Crowdsourced Large Datasets. IDEAL (1) (2018)
Juan A. Aledo, José A. Gámez, David Molina, Alejandro Rosete
Consensus-based journal rankings: A complementary tool for bibliometric evaluation. J. Assoc. Inf. Sci. Technol. 69 (7) (2018)
Juan A. Aledo, Luis G. Diaz, Silvia Martínez Sanahuja, José C. Valverde
Maximum number of periodic orbits in parallel dynamical systems. Inf. Sci. 468 (2018)
Juan A. Aledo, José A. Gámez, Alejandro Rosete
Utopia in the solution of the Bucket Order Problem. Decis. Support Syst. 97 (2017)
Juan A. Aledo, Luis G. Diaz, Silvia Martínez Sanahuja, José C. Valverde
On the Periods of Parallel Dynamical Systems. Complex. 2017 (2017)
Juan A. Aledo, José A. Gámez, Alejandro Rosete
Partial evaluation in Rank Aggregation Problems. Comput. Oper. Res. 78 (2017)
Juan A. Aledo, José A. Gámez, David Molina
Tackling the supervised label ranking problem by bagging weak learners. Inf. Fusion 35 (2017)
Juan A. Aledo, Luis G. Diaz, Silvia Martínez Sanahuja, José C. Valverde
On periods and equilibria of computational sequential systems. Inf. Sci. 409 (2017)
Juan A. Aledo, José A. Gámez, David Molina, Alejandro Rosete
FSS-OBOP: Feature subset selection guided by a bucket order consensus ranking. SSCI (2016)
Juan A. Aledo, José A. Gámez, David Molina
Using metaheuristic algorithms for parameter estimation in generalized Mallows models. Appl. Soft Comput. 38 (2016)
Juan A. Aledo, José A. Gámez, David Molina
Using extension sets to aggregate partial rankings in a flexible setting. Appl. Math. Comput. 290 (2016)
Juan A. Aledo, Silvia Martínez Sanahuja, José C. Valverde
Parallel Dynamical Systems over Graphs and Related Topics: A Survey. J. Appl. Math. 2015 (2015)
Juan A. Aledo, Silvia Martínez Sanahuja, José C. Valverde
Updating method for the computation of orbits in parallel and sequential dynamical systems. Int. J. Comput. Math. 90 (9) (2013)
Juan A. Aledo, José A. Gámez, David Molina
Computing the Consensus Permutation in Mallows Distribution by Using Genetic Algorithms. IEA/AIE (2013)
Juan A. Aledo, Silvia Martínez Sanahuja, José C. Valverde
Parallel dynamical systems over special digraph classes. Int. J. Comput. Math. 90 (10) (2013)
Juan A. Aledo, Silvia Martínez Sanahuja, José C. Valverde
Parallel discrete dynamical systems on independent local functions. J. Comput. Appl. Math. 237 (1) (2013)
Juan A. Aledo, José A. Gámez, David Molina
Tackling the rank aggregation problem with evolutionary algorithms. Appl. Math. Comput. 222 (2013)
Juan A. Aledo, Silvia Martínez Sanahuja, Fernando López Pelayo, José C. Valverde
Parallel discrete dynamical systems on maxterm and minterm Boolean functions. Math. Comput. Model. 55 (3-4) (2012)
Juan A. Aledo, Silvia Martínez Sanahuja, José C. Valverde
Parallel dynamical systems over directed dependency graphs. Appl. Math. Comput. 219 (3) (2012)