Antonio Fernández

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 5

Top Topics

Hidden Variables

Bayesian Networks

Incorporating Prior Knowledge

Simulated Annealing

Top Venues

Expert Syst. Appl.

Educ. Inf. Technol.

Publications

Antonio Fernández, Beatriz Gómez, Kleona Binjaku, Elinda Kajo Meçe
Digital transformation initiatives in higher education institutions: A multivocal literature review. Educ. Inf. Technol. 28 (10) (2023)
Inmaculada Pérez-Bernabé, Antonio Fernández, Rafael Rumí, Antonio Salmerón
Parameter learning in hybrid Bayesian networks using prior knowledge. Data Min. Knowl. Discov. 30 (3) (2016)
Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Helge Langseth, Thomas D. Nielsen, Antonio Salmerón, Antonio Fernández, Anders L. Madsen, Ramón Sáez
Modeling Concept Drift: A Probabilistic Graphical Model Based Approach. IDA (2015)
Antonio Salmerón, Darío Ramos-López, Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Antonio Fernández, Helge Langseth, Anders L. Madsen, Thomas D. Nielsen
Parallel Importance Sampling in Conditional Linear Gaussian Networks. CAEPIA (2015)
Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Helge Langseth, Thomas D. Nielsen, Antonio Salmerón, Antonio Fernández, Anders L. Madsen, Ramón Sáez
Dynamic Bayesian modeling for risk prediction in credit operations. SCAI (2015)
Thomas D. Nielsen, Sigve Hovda, Antonio Fernández, Helge Langseth, Anders L. Madsen, Andrés R. Masegosa, Antonio Salmerón
Requirement Engineering for a Small Project with Pre-Specified Scope. NIK (2014)
Rosa F. Ropero, Pedro Aguilera Aguilera, Antonio Fernández, Rafael Rumí
Regression using hybrid Bayesian networks: Modelling landscape-socioeconomy relationships. Environ. Model. Softw. 57 (2014)
Antonio Fernández, Rafael Rumí, José del Sagrado, Antonio Salmerón
Supervised Classification Using Hybrid Probabilistic Decision Graphs. Probabilistic Graphical Models (2014)
Antonio Fernández, José A. Gámez, Rafael Rumí, Antonio Salmerón
Data clustering using hidden variables in hybrid Bayesian networks. Prog. Artif. Intell. 2 (2-3) (2014)
Antonio Fernández, Inmaculada Pérez-Bernabé, Rafael Rumí, Antonio Salmerón
Incorporating Prior Knowledge when Learning Mixtures of Truncated Basis Functions from Data. SCAI (2013)
Raul Baños, Julio Ortega Lopera, Consolación Gil, Antonio Fernández, Francisco de Toro
A Simulated Annealing-based parallel multi-objective approach to vehicle routing problems with time windows. Expert Syst. Appl. 40 (5) (2013)
Antonio Fernández, Inmaculada Pérez-Bernabé, Antonio Salmerón
On Using the PC Algorithm for Learning Continuous Bayesian Networks: An Experimental Analysis. CAEPIA (2013)
Antonio Fernández, Consolación Gil, Raul Baños, Maria Dolores Gil Montoya
A parallel multi-objective algorithm for two-dimensional bin packing with rotations and load balancing. Expert Syst. Appl. 40 (13) (2013)
Antonio Fernández, Rafael Rumí, Antonio Salmerón
Answering queries in hybrid Bayesian networks using importance sampling. Decis. Support Syst. 53 (3) (2012)
Antonio Fernández, María Morales, Carmelo Rodríguez, Antonio Salmerón
A system for relevance analysis of performance indicators in higher education using Bayesian networks. Knowl. Inf. Syst. 27 (3) (2011)
Antonio Fernández, Consolación Gil, Antonio López Márquez, Raul Baños, Maria Dolores Gil Montoya, María Concepción Parra
A memetic algorithm for two-dimensional multi-objective bin-packing with constraints. GECCO (Companion) (2011)
Consolación Gil, Raul Baños, Julio Ortega Lopera, Antonio López Márquez, Antonio Fernández, Maria Dolores Gil Montoya
Ant Colony Optimization for Water Distribution Network Design: A Comparative Study. IWANN (2) (2011)
Pedro Aguilera Aguilera, Antonio Fernández, Rosa Fernández, Rafael Rumí, Antonio Salmerón
Bayesian networks in environmental modelling. Environ. Model. Softw. 26 (12) (2011)
Antonio Fernández, Jens Dalgaard Nielsen, Antonio Salmerón
Learning Bayesian Networks for Regression from Incomplete Databases. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 18 (1) (2010)
Antonio Fernández, Consolación Gil, Antonio López Márquez, Raul Baños, Maria Dolores Gil Montoya, Alfredo Alcayde
A New Memetic Algorithm for the Two-Dimensional Bin-Packing Problem with Rotations. DCAI (2010)
Pedro Aguilera Aguilera, Antonio Fernández, Fernando Reche, Rafael Rumí
Hybrid Bayesian network classifiers: Application to species distribution models. Environ. Model. Softw. 25 (12) (2010)
Antonio López Márquez, Consolación Gil, Francisco Manzano-Agugliaro, Francisco G. Montoya, Antonio Fernández, Raul Baños
Multi-Objective Evolutionary Algorithms Used in Greenhouse Planning for Recycling Biomass into Energy. DCAI (2010)
Antonio Fernández, Antonio Salmerón
BayesChess: A computer chess program based on Bayesian networks. Pattern Recognit. Lett. 29 (8) (2008)
Antonio Fernández, Antonio Salmerón
Extension of Bayesian Network Classifiers to Regression Problems. IBERAMIA (2008)
Antonio Fernández, María Morales, Antonio Salmerón
Tree Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentials: Application to Higher Education Management. IDA (2007)