| 2026 | IWINAC | An Exhaustive Ordinal ECOC Framework for Ordinal Classification. | Francisco Brchez-Moreno, Vctor Manuel Vargas, Alberto Surez, Lorena lvarez-Prez, Pedro Antonio Gutirrez |
| 2022 | ICANN | SVM Ensembles on a Budget. | David Nevado, Gonzalo Martnez-Muoz, Alberto Surez |
| 2022 | ICMLA | Classification of Functional Data: A Comparative Study. | Carlos Ramos-Carreo, Jos Luis Torrecilla, Alberto Surez |
| 2022 | ICTAI | scikit-fda: Computational Tools for Machine Learning with Functional Data. | Carlos Ramos-Carreo, Jos Luis Torrecilla, Yujian Hong, Alberto Surez |
| 2018 | ICANN | Energy-Based Clustering for Pruning Heterogeneous Ensembles. | Javier Cela, Alberto Surez |
| 2018 | ICANN | Directional Data Analysis for Shape Classification. | Adrin Muoz, Alberto Surez |
| 2018 | ICANN | Randomization vs Optimization in SVM Ensembles. | Maryam Sabzevari, Gonzalo Martnez-Muoz, Alberto Surez |
| 2017 | IWANN | Class Switching Ensembles for Ordinal Regression. | Pedro Antonio Gutirrez, Mara Prez-Ortiz, Alberto Surez |
| 2014 | ESANN | Improving the Robustness of Bagging with Reduced Sampling Size. | Maryam Sabzevari, Gonzalo Martnez-Muoz, Alberto Surez |
| 2013 | IJCAI | Statistical Tests for the Detection of the Arrow of Time in Vector Autoregressive Models. | Pablo Morales-Mombiela, Daniel Hernndez-Lobato, Alberto Surez |
| 2013 | WSC | Critical sample size for the Lp-norm estimator in linear regression models. | Alejandro Llorente, Alberto Surez |
| 2012 | ESANN | On the Independence of the Individual Predictions in Parallel Randomized Ensembles. | Daniel Hernndez-Lobato, Gonzalo Martnez-Muoz, Alberto Surez |
| 2011 | GECCO | The TransRAR crossover operator for genetic algorithms with set encoding. | Rubn Ruiz-Torrubiano, Alberto Surez |
| 2011 | IJCAI | Gaussianity Measures for Detecting the Direction of Causal Time Series. | Jos Miguel Hernndez-Lobato, Pablo Morales-Mombiela, Alberto Surez |
| 2009 | ICANN | Statistical Instance-Based Ensemble Pruning for Multi-class Problems. | Gonzalo Martnez-Muoz, Daniel Hernndez-Lobato, Alberto Surez |
| 2009 | INFOCOM | Team and Noncooperative Solutions to Access Control with Priorities. | Eitan Altman, Ishai Menache, Alberto Surez |
| 2007 | CEC | Use of heuristic rules in evolutionary methods for the selection of optimal investment portfolios. | Rubn Ruiz-Torrubiano, Alberto Surez |
| 2007 | ICANN | GARCH Processes with Non-parametric Innovations for Market Risk Estimation. | Jos Miguel Hernndez-Lobato, Daniel Hernndez-Lobato, Alberto Surez |
| 2007 | ICANN | Selection of Decision Stumps in Bagging Ensembles. | Gonzalo Martnez-Muoz, Daniel Hernndez-Lobato, Alberto Surez |
| 2007 | IDEAL | Out of Bootstrap Estimation of Generalization Error Curves in Bagging Ensembles. | Daniel Hernndez-Lobato, Gonzalo Martnez-Muoz, Alberto Surez |
| 2006 | CEC | Selection of Optimal Investment Portfolios with Cardinality Constraints. | Rafael Moral-Escudero, Rubn Ruiz-Torrubiano, Alberto Surez |
| 2006 | ICANN | Competitive and Collaborative Mixtures of Experts for Financial Risk Analysis. | Jos Miguel Hernndez-Lobato, Alberto Surez |
| 2006 | ICANN | Building Ensembles of Neural Networks with Class-Switching. | Gonzalo Martnez-Muoz, Aitor Snchez-Martnez, Daniel Hernndez-Lobato, Alberto Surez |
| 2006 | ICML | Pruning in ordered bagging ensembles. | Gonzalo Martnez-Muoz, Alberto Surez |
| 2006 | IJCNN | Pruning in Ordered Regression Bagging Ensembles. | Daniel Hernndez-Lobato, Gonzalo Martnez-Muoz, Alberto Surez |
| 2006 | IDEAL | Evaluation of Decision Tree Pruning with Subadditive Penalties. | Sergio Garca-Moratilla, Gonzalo Martnez-Muoz, Alberto Surez |
| 2003 | ICANN | Hierarchical Mixtures of Autoregressive Models for Time-Series Modeling. | Carmen Vidal, Alberto Surez |
| 2002 | ICANN | Mixtures of Autoregressive Models for Financial Risk Analysis. | Alberto Surez |