ALEXANDER
MENDIBURU ALBERRO
PROFESORADO PLENO
Basque Center for Applied Mathematics
Bilbao, España
Publications in collaboration with researchers from Basque Center for Applied Mathematics (19)
2021

Evolving Gaussian process kernels from elementary mathematical expressions for time series extrapolation
Neurocomputing, Vol. 462, pp. 426439

Indepth analysis of SVM kernel learning and its components
Neural Computing and Applications, Vol. 33, Núm. 12, pp. 65756594
2020

Bayesian Optimization Approaches for Massively Multimodal Problems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Evolving Gaussian Process Kernels for Translation Editing Effort Estimation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Journey to the center of the linear ordering problem
GECCO 2020  Proceedings of the 2020 Genetic and Evolutionary Computation Conference
2019

An Experimental Study in Adaptive Kernel Selection for Bayesian Optimization
IEEE Access, Vol. 7, pp. 184294184302

Characterising the rankings produced by combinatorial optimisation problems and finding their intersections
GECCO 2019  Proceedings of the 2019 Genetic and Evolutionary Computation Conference

Early classification of time series using multiobjective optimization techniques
Information Sciences, Vol. 492, pp. 204218

Sentiment analysis with genetically evolved Gaussian kernels
GECCO 2019  Proceedings of the 2019 Genetic and Evolutionary Computation Conference
2018

Algorithm 989: Perm_mateda: A matlab toolbox of estimation of distribution algorithms for permutationbased combinatorial optimization problems
ACM Transactions on Mathematical Software, Vol. 44, Núm. 4

Anatomy of the attraction basins: Breaking with the intuition
Evolutionary Computation, Vol. 27, Núm. 3, pp. 435466

Distancebased exponential probability models for constrained combinatorial problems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Distancebased exponential probability models on constrained combinatorial optimization problems
GECCO 2018 Companion  Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion

HillClimbing Algorithm: Let's Go for a Walk before Finding the Optimum
2018 IEEE Congress on Evolutionary Computation, CEC 2018  Proceedings
2017

A square lattice probability model for optimising the Graph Partitioning Problem
2017 IEEE Congress on Evolutionary Computation, CEC 2017  Proceedings

Are we generating instances uniformly at random?
2017 IEEE Congress on Evolutionary Computation, CEC 2017  Proceedings

Multiobjectivising combinatorial optimisation problems by means of elementary landscape decompositions
Evolutionary Computation, Vol. 27, Núm. 2, pp. 291311
2016

A note on the Boltzmann distribution and the linear ordering problem
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Estimating attraction basin sizes
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)