Antonio Fernández

25 papers B 2Misc 2Journal 12Unranked 9
YearRankTypeTitle / Venue / Authors
2023 J jnl
Digital transformation initiatives in higher education institutions: A multivocal literature review.
Educ. Inf. Technol.
Antonio Fernández, Beatriz Gómez, Kleona Binjaku, Elinda Kajo Meçe
2016 J jnl
Parameter learning in hybrid Bayesian networks using prior knowledge.
Data Min. Knowl. Discov.
Inmaculada Pérez-Bernabé, Antonio Fernández, Rafael Rumí, Antonio Salmerón
2015 — conf
Dynamic Bayesian modeling for risk prediction in credit operations.
SCAI
Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Helge Langseth, Thomas D. Nielsen, Antonio Salmerón, Antonio Fernández, Anders L. Madsen, Ramón Sáez
2015 B conf
Modeling Concept Drift: A Probabilistic Graphical Model Based Approach.
IDA
Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Helge Langseth, Thomas D. Nielsen, Antonio Salmerón, Antonio Fernández, Anders L. Madsen, Ramón Sáez
2015 — conf
Parallel Importance Sampling in Conditional Linear Gaussian Networks.
CAEPIA
Antonio Salmerón, Darío Ramos-López, Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Antonio Fernández, Helge Langseth, Anders L. Madsen, Thomas D. Nielsen
2014 J jnl
Data clustering using hidden variables in hybrid Bayesian networks.
Prog. Artif. Intell.
Antonio Fernández, José A. Gámez, Rafael Rumí, Antonio Salmerón
2014 J jnl
Regression using hybrid Bayesian networks: Modelling landscape-socioeconomy relationships.
Environ. Model. Softw.
Rosa F. Ropero, Pedro Aguilera Aguilera, Antonio Fernández, Rafael Rumí
2014 — conf
Requirement Engineering for a Small Project with Pre-Specified Scope.
NIK
Thomas D. Nielsen, Sigve Hovda, Antonio Fernández, Helge Langseth, Anders L. Madsen, Andrés R. Masegosa, Antonio Salmerón
2014 — conf
Supervised Classification Using Hybrid Probabilistic Decision Graphs.
Probabilistic Graphical Models
Antonio Fernández, Rafael Rumí, José del Sagrado, Antonio Salmerón
2013 J jnl
A Simulated Annealing-based parallel multi-objective approach to vehicle routing problems with time windows.
Expert Syst. Appl.
Raul Baños, Julio Ortega Lopera, Consolación Gil, Antonio Fernández, Francisco de Toro
2013 J jnl
A parallel multi-objective algorithm for two-dimensional bin packing with rotations and load balancing.
Expert Syst. Appl.
Antonio Fernández, Consolación Gil, Raul Baños, Maria Dolores Gil Montoya
2013 — conf
Incorporating Prior Knowledge when Learning Mixtures of Truncated Basis Functions from Data.
SCAI
Antonio Fernández, Inmaculada Pérez-Bernabé, Rafael Rumí, Antonio Salmerón
2013 — conf
On Using the PC Algorithm for Learning Continuous Bayesian Networks: An Experimental Analysis.
CAEPIA
Antonio Fernández, Inmaculada Pérez-Bernabé, Antonio Salmerón
2012 J jnl
Answering queries in hybrid Bayesian networks using importance sampling.
Decis. Support Syst.
Antonio Fernández, Rafael Rumí, Antonio Salmerón
2011 — conf
A memetic algorithm for two-dimensional multi-objective bin-packing with constraints.
GECCO (Companion)
Antonio Fernández, Consolación Gil, Antonio López Márquez, Raul Baños, Maria Dolores Gil Montoya, María Concepción Parra
2011 J jnl
A system for relevance analysis of performance indicators in higher education using Bayesian networks.
Knowl. Inf. Syst.
Antonio Fernández, María Morales, Carmelo Rodríguez, Antonio Salmerón
2011 — conf
Ant Colony Optimization for Water Distribution Network Design: A Comparative Study.
IWANN (2)
Consolación Gil, Raul Baños, Julio Ortega Lopera, Antonio López Márquez, Antonio Fernández, Maria Dolores Gil Montoya
2011 J jnl
Bayesian networks in environmental modelling.
Environ. Model. Softw.
Pedro Aguilera Aguilera, Antonio Fernández, Rosa Fernández, Rafael Rumí, Antonio Salmerón
2010 Misc conf
A New Memetic Algorithm for the Two-Dimensional Bin-Packing Problem with Rotations.
DCAI
Antonio Fernández, Consolación Gil, Antonio López Márquez, Raul Baños, Maria Dolores Gil Montoya, Alfredo Alcayde
2010 J jnl
Hybrid Bayesian network classifiers: Application to species distribution models.
Environ. Model. Softw.
Pedro Aguilera Aguilera, Antonio Fernández, Fernando Reche, Rafael Rumí
2010 J jnl
Learning Bayesian Networks for Regression from Incomplete Databases.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Antonio Fernández, Jens Dalgaard Nielsen, Antonio Salmerón
2010 Misc conf
Multi-Objective Evolutionary Algorithms Used in Greenhouse Planning for Recycling Biomass into Energy.
DCAI
Antonio López Márquez, Consolación Gil, Francisco Manzano-Agugliaro, Francisco G. Montoya, Antonio Fernández, Raul Baños
2008 J jnl
BayesChess: A computer chess program based on Bayesian networks.
Pattern Recognit. Lett.
Antonio Fernández, Antonio Salmerón
2008 — conf
Extension of Bayesian Network Classifiers to Regression Problems.
IBERAMIA
Antonio Fernández, Antonio Salmerón
2007 B conf
Tree Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentials: Application to Higher Education Management.
IDA
Antonio Fernández, María Morales, Antonio Salmerón