Gonzalo Martnez-Muoz
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
11
Active years
2006–2023
Best venue rank
A*
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | HAIS | Multi-Task Gradient Boosting. | Seyedsaman Emami, Carlos Ruiz Pastor, Gonzalo Martnez-Muoz |
| 2022 | ESANN | Multioutput Regression Neural Network Training via Gradient Boosting. | Seyedsaman Emami, Gonzalo Martnez-Muoz |
| 2022 | ICANN | SVM Ensembles on a Budget. | David Nevado, Gonzalo Martnez-Muoz, Alberto Surez |
| 2020 | EDUCON | Identifying Cheating Users in Online Courses. | Vicenzo Abichequer Sangalli, Gonzalo Martnez-Muoz, Estrella Pulido-Caabate |
| 2018 | ICANN | Randomization vs Optimization in SVM Ensembles. | Maryam Sabzevari, Gonzalo Martnez-Muoz, Alberto Surez |
| 2018 | ICANN | Using Bag-of-Little Bootstraps for Efficient Ensemble Learning. | Pablo de Via, Gonzalo Martnez-Muoz |
| 2017 | ICANN | Analysing Event Transitions to Discover Student Roles and Predict Grades in MOOCs. | ngel Prez-Lemonche, Gonzalo Martnez-Muoz, Estrella Pulido-Caabate |
| 2015 | EDUCON | Using a SPOC to flip the classroom. | Gonzalo Martnez-Muoz, Estrella Pulido |
| 2014 | ESANN | Improving the Robustness of Bagging with Reduced Sampling Size. | Maryam Sabzevari, Gonzalo Martnez-Muoz, Alberto Surez |
| 2012 | ESANN | On the Independence of the Individual Predictions in Parallel Randomized Ensembles. | Daniel Hernndez-Lobato, Gonzalo Martnez-Muoz, Alberto Surez |
| 2012 | ICPRAM | Evaluation of Negentropy-based Cluster Validation Techniques in Problems with Increasing Dimensionality. | Luis Fernando Lago-Fernndez, Gonzalo Martnez-Muoz, Ana M. Gonzlez, Manuel A. Snchez-Montas |
| 2011 | ICIP | A comparison of techniques for robust gender recognition. | Richard N. Rojas-Bello, Luis Fernando Lago-Fernndez, Gonzalo Martnez-Muoz, Manuel A. Snchez-Montas |
| 2010 | ICPR | Haar Random Forest Features and SVM Spatial Matching Kernel for Stonefly Species Identification. | Natalia Larios, Bilge Soran, Linda G. Shapiro, Gonzalo Martnez-Muoz, Junyuan Lin, Thomas G. Dietterich |
| 2009 | CVPR | Dictionary-free categorization of very similar objects via stacked evidence trees. | Gonzalo Martnez-Muoz, Natalia Larios Delgado, Eric N. Mortensen, Wei Zhang, Asako Yamamuro, Robert Paasch, Nadia Payet, David A. Lytle, Linda G. Shapiro, Sinisa Todorovic, Andrew Moldenke, Thomas G. Dietterich |
| 2009 | ICANN | Statistical Instance-Based Ensemble Pruning for Multi-class Problems. | Gonzalo Martnez-Muoz, 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 | 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 |