Publications in collaboration with researchers from Universidad Carlos III de Madrid (23)

2024

  1. Interpretable extreme wind speed prediction with concept bottleneck models

    Renewable Energy, Vol. 231

2018

  1. Evaluation of dimensionality reduction methods applied to numerical weather models for solar radiation forecasting

    Engineering Applications of Artificial Intelligence, Vol. 69, pp. 157-167

2016

  1. Feature selection in solar radiation prediction using bootstrapped SVRs

    2016 IEEE Congress on Evolutionary Computation, CEC 2016

2014

  1. Accurate precipitation prediction with support vector classifiers: A study including novel predictive variables and observational data

    Atmospheric Research, Vol. 139, pp. 128-136

2013

  1. Evolutionary optimization of multi-parametric kernel ε-SVMr for forecasting problems

    Soft Computing, Vol. 17, Núm. 2, pp. 213-221

2012

  1. Evaluating the internationalization success of companies through a hybrid grouping harmony search-extreme learning machine approach

    IEEE Journal on Selected Topics in Signal Processing, Vol. 6, Núm. 4, pp. 388-398

2008

  1. A simulated annealing approach to speaker segmentation in audio databases

    Engineering Applications of Artificial Intelligence, Vol. 21, Núm. 4, pp. 499-508

  2. Cell size determination in WCDMA systems using an evolutionary programming approach

    Computers and Operations Research, Vol. 35, Núm. 12, pp. 3758-3768

2007

  1. Automated generation and visualization of picture-logic puzzles

    Computers and Graphics (Pergamon), Vol. 31, Núm. 5, pp. 750-760

  2. On the application of linear transformations for genetic algorithms optimization

    International Journal of Knowledge-Based and Intelligent Engineering Systems, Vol. 11, Núm. 2, pp. 89-104

2006

  1. Hybrid meta-heuristics algorithms for task assignment in heterogeneous computing systems

    Computers and Operations Research, Vol. 33, Núm. 3, pp. 820-835

  2. Offline speaker segmentation using genetic algorithms and mutual information

    IEEE Transactions on Evolutionary Computation, Vol. 10, Núm. 2, pp. 175-186

2005

  1. A hybrid neural-genetic algorithm for the frequency assignment problem in satellite communications

    Applied Intelligence, Vol. 22, Núm. 3, pp. 207-217

  2. A portable and scalable algorithm for a class of constrained combinatorial optimization problems

    Computers and Operations Research, Vol. 32, Núm. 10, pp. 2671-2687

  3. A two-phase heuristic evolutionary algorithm for personalizing course timetables: A case study in a Spanish university

    Computers and Operations Research, Vol. 32, Núm. 7, pp. 1761-1776

  4. Genetic programming for the prediction of insolvency in non-life insurance companies

    Computers and Operations Research, Vol. 32, Núm. 4, pp. 749-765

2004

  1. A Hybrid Hopfield Network-Simulated Annealing Approach for Frequency Assignment in Satellite Communications Systems

    IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, Vol. 34, Núm. 2, pp. 1108-1116

  2. A discrete-time quantized-state Hopfield neural network

    Annals of Mathematics and Artificial Intelligence, Vol. 42, Núm. 4, pp. 345-367

  3. Enhancing genetic feature selection through restricted search and Walsh analysis

    IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, Vol. 34, Núm. 4, pp. 398-406

2003

  1. A mixed neural-genetic algorithm for the broadcast scheduling problem

    IEEE Transactions on Wireless Communications, Vol. 2, Núm. 2, pp. 277-283