| 2024 | CEC | Neural Combinatorial Optimization by Means of Partial Solution Strategies. | Andoni Irazusta Garmendia, Josu Ceberio, Alexander Mendiburu |
| 2024 | IJCAI | MARCO: A Memory-Augmented Reinforcement Framework for Combinatorial Optimization. | Andoni I. Garmendia, Quentin Cappart, Josu Ceberio, Alexander Mendiburu |
| 2024 | IJCNN | Factorized models in neural architecture search: Impact on computational costs and performance. | Unai Garciarena, Alexander Mendiburu, Roberto Santana |
| 2023 | GECCO | Neuroevolutionary algorithms driven by neuron coverage metrics for semi-supervised classification. | Roberto Santana, Ivan Hidalgo-Cenalmor, Unai Garciarena, Alexander Mendiburu, Jos Antonio Lozano |
| 2023 | GECCO | Analyzing the interplay between transferable GANs and gradient optimizers. | Unai Garciarena, Roberto Santana, Alexander Mendiburu |
| 2021 | EUROGP | Automatic Design of Deep Neural Networks Applied to Image Segmentation Problems. | Ricardo Henrique Remes de Lima, Aurora T. R. Pozo, Alexander Mendiburu, Roberto Santana |
| 2021 | GECCO | On the exploitation of neuroevolutionary information. | Unai Garciarena, Nuno Loureno, Penousal Machado, Roberto Santana, Alexander Mendiburu |
| 2021 | GECCO | Exploratory analysis of the Monte Carlo tree search for solving the linear ordering problem. | Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu |
| 2020 | CEC | Envisioning the Benefits of Back-Drive in Evolutionary Algorithms. | Unai Garciarena, Alexander Mendiburu, Roberto Santana |
| 2020 | CEC | A Symmetric grammar approach for designing segmentation models. | Ricardo Henrique Remes de Lima, Aurora T. R. Pozo, Alexander Mendiburu, Roberto Santana |
| 2020 | GECCO | Journey to the center of the linear ordering problem. | Leticia Hernando, Alexander Mendiburu, Jos Antonio Lozano |
| 2019 | GECCO | Characterising the rankings produced by combinatorial optimisation problems and finding their intersections. | Leticia Hernando, Alexander Mendiburu, Jos Antonio Lozano |
| 2019 | GECCO | Sentiment analysis with genetically evolved gaussian kernels. | Ibai Roman, Alexander Mendiburu, Roberto Santana, Jos Antonio Lozano |
| 2018 | CEC | Analysis of the Complexity of the Automatic Pipeline Generation Problem. | Unai Garciarena, Roberto Santana, Alexander Mendiburu |
| 2018 | CEC | Hill-Climbing Algorithm: Let's Go for a Walk Before Finding the Optimum. | Leticia Hernando, Alexander Mendiburu, Jos Antonio Lozano |
| 2018 | GECCO | Distance-based exponential probability models on constrained combinatorial optimization problems. | Josu Ceberio, Alexander Mendiburu, Jos Antonio Lozano |
| 2018 | GECCO | Evolved GANs for generating pareto set approximations. | Unai Garciarena, Roberto Santana, Alexander Mendiburu |
| 2018 | GECCO | Expanding variational autoencoders for learning and exploiting latent representations in search distributions. | Unai Garciarena, Roberto Santana, Alexander Mendiburu |
| 2017 | CEC | A square lattice probability model for optimising the Graph Partitioning Problem. | Josu Ceberio, Alexander Mendiburu, Jos Antonio Lozano |
| 2017 | CEC | Are we generating instances uniformly at random? | Josu Ceberio, Alexander Mendiburu, Jos Antonio Lozano |
| 2016 | CEC | Bayesian optimization for parameter tuning in evolutionary algorithms. | Ibai Roman, Josu Ceberio, Alexander Mendiburu, Jos Antonio Lozano |
| 2016 | GECCO | On the Design of Hard mUBQP Instances. | Murilo Zangari, Roberto Santana, Alexander Mendiburu, Aurora T. R. Pozo |
| 2015 | CEC | Mixtures of Generalized Mallows models for solving the quadratic assignment problem. | Josu Ceberio, Roberto Santana, Alexander Mendiburu, Jos Antonio Lozano |
| 2015 | CEC | Evolving MNK-landscapes with structural constraints. | Roberto Santana, Alexander Mendiburu, Jos Antonio Lozano |
| 2015 | GECCO | Kernels of Mallows Models for Solving Permutation-based Problems. | Josu Ceberio, Alexander Mendiburu, Jos Antonio Lozano |
| 2015 | GECCO | Multi-objective NM-Landscapes. | Roberto Santana, Alexander Mendiburu, Jos Antonio Lozano |
| 2014 | CEC | Extending distance-based ranking models in estimation of distribution algorithms. | Josu Ceberio, Ekhine Irurozki, Alexander Mendiburu, Jos Antonio Lozano |
| 2013 | CEC | The Plackett-Luce ranking model on permutation-based optimization problems. | Josu Ceberio, Alexander Mendiburu, Jos Antonio Lozano |
| 2013 | IDEAL | Understanding Instance Complexity in the Linear Ordering Problem. | Josu Ceberio, Leticia Hernando, Alexander Mendiburu, Jos Antonio Lozano |
| 2012 | CEC | Structural transfer using EDAs: An application to multi-marker tagging SNP selection. | Roberto Santana, Alexander Mendiburu, Jos Antonio Lozano |
| 2012 | CEC | An analysis of the use of probabilistic modeling for synaptic connectivity prediction from genomic data. | Roberto Santana, Alexander Mendiburu, Jos Antonio Lozano |
| 2012 | GECCO | Evolving NK-complexity for evolutionary solvers. | Roberto Santana, Alexander Mendiburu, Jos Antonio Lozano |
| 2011 | CEC | On the limits of effectiveness in estimation of distribution algorithms. | Carlos Echegoyen, Qingfu Zhang, Alexander Mendiburu, Roberto Santana, Jos Antonio Lozano |
| 2011 | GECCO | A preliminary study on EDAs for permutation problems based on marginal-based models. | Josu Ceberio, Alexander Mendiburu, Jos Antonio Lozano |
| 2011 | ICONIP | Introducing the Mallows Model on Estimation of Distribution Algorithms. | Josu Ceberio, Alexander Mendiburu, Jos Antonio Lozano |
| 2010 | CEC | Estimation of Bayesian networks algorithms in a class of complex networks. | Carlos Echegoyen, Alexander Mendiburu, Roberto Santana, Jos Antonio Lozano |
| 2009 | CEC | Analyzing the probability of the optimum in EDAs based on Bayesian networks. | Carlos Echegoyen, Alexander Mendiburu, Roberto Santana, Jos Antonio Lozano |
| 2009 | GECCO | Evaluating the cell broadband engine as a platform to run estimation of distribution algorithms. | Carlos Prez-Miguel, Jos Miguel-Alonso, Alexander Mendiburu |
| 2007 | GECCO | A parallel framework for loopy belief propagation. | Alexander Mendiburu, Roberto Santana, Jos Antonio Lozano, Endika Bengoetxea |