Antonio Fernández

Affiliations:
  • University of Almería, Spain


According to our database1, Antonio Fernández authored at least 24 papers between 2007 and 2016.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2016
Parameter learning in hybrid Bayesian networks using prior knowledge.
Data Min. Knowl. Discov., 2016

2015
Dynamic Bayesian modeling for risk prediction in credit operations.
Proceedings of the Thirteenth Scandinavian Conference on Artificial Intelligence, 2015

Modeling Concept Drift: A Probabilistic Graphical Model Based Approach.
Proceedings of the Advances in Intelligent Data Analysis XIV, 2015

Parallel Importance Sampling in Conditional Linear Gaussian Networks.
Proceedings of the Advances in Artificial Intelligence, 2015

2014
Data clustering using hidden variables in hybrid Bayesian networks.
Prog. Artif. Intell., 2014

Regression using hybrid Bayesian networks: Modelling landscape-socioeconomy relationships.
Environ. Model. Softw., 2014

Supervised Classification Using Hybrid Probabilistic Decision Graphs.
Proceedings of the Probabilistic Graphical Models - 7th European Workshop, 2014

Requirement Engineering for a Small Project with Pre-Specified Scope.
Proceedings of the 27th Norsk Informatikkonferanse, 2014

2013
A parallel multi-objective algorithm for two-dimensional bin packing with rotations and load balancing.
Expert Syst. Appl., 2013

A Simulated Annealing-based parallel multi-objective approach to vehicle routing problems with time windows.
Expert Syst. Appl., 2013

Incorporating Prior Knowledge when Learning Mixtures of Truncated Basis Functions from Data.
Proceedings of the Twelfth Scandinavian Conference on Artificial Intelligence, 2013

On Using the PC Algorithm for Learning Continuous Bayesian Networks: An Experimental Analysis.
Proceedings of the Advances in Artificial Intelligence, 2013

2012
Answering queries in hybrid Bayesian networks using importance sampling.
Decis. Support Syst., 2012

2011
A system for relevance analysis of performance indicators in higher education using Bayesian networks.
Knowl. Inf. Syst., 2011

Bayesian networks in environmental modelling.
Environ. Model. Softw., 2011

Ant Colony Optimization for Water Distribution Network Design: A Comparative Study.
Proceedings of the Advances in Computational Intelligence, 2011

A memetic algorithm for two-dimensional multi-objective bin-packing with constraints.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
Learning Bayesian Networks for Regression from Incomplete Databases.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2010

Hybrid Bayesian network classifiers: Application to species distribution models.
Environ. Model. Softw., 2010

Multi-Objective Evolutionary Algorithms Used in Greenhouse Planning for Recycling Biomass into Energy.
Proceedings of the Distributed Computing and Artificial Intelligence, 2010

A New Memetic Algorithm for the Two-Dimensional Bin-Packing Problem with Rotations.
Proceedings of the Distributed Computing and Artificial Intelligence, 2010

2008
BayesChess: A computer chess program based on Bayesian networks.
Pattern Recognit. Lett., 2008

Extension of Bayesian Network Classifiers to Regression Problems.
Proceedings of the Advances in Artificial Intelligence, 2008

2007
Tree Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentials: Application to Higher Education Management.
Proceedings of the Advances in Intelligent Data Analysis VII, 2007


  Loading...