Gonzalo Martínez Muñoz
Universidad Autónoma de Madrid
H-index: 23
Europe-Spain
Top articles of Gonzalo Martínez Muñoz
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Deep Learning for Multi-Output Regression using Gradient Boosting | IEEE Access | Seyedsaman Emami Gonzalo Martínez-Muñoz | 2024/1/26 |
A Randomized Ensemble Based on Distinguishing Output Labellings]{A Randomized Ensemble Based on Distinguishing Output Labellings | Mario Calle-Romero Gonzalo Martínez-Muñoz | 2023/11/13 | |
Multi-Task Gradient Boosting | Seyedsaman Emami Carlos Ruiz Pastor Gonzalo Martínez-Muñoz | 2023/8/29 | |
A gradient boosting approach for training convolutional and deep neural networks | IEEE Open Journal of Signal Processing | Seyedsaman Emami Gonzalo Martínez-Muñoz | 2023/5/22 |
Sequential training of neural networks with gradient boosting | IEEE Access | Seyedsaman Emami Gonzalo Martínez-Muñoz | 2023/4/28 |
Machine learning methods to estimate observational properties of galaxy clusters in large volume cosmological N-body simulations | Monthly Notices of the Royal Astronomical Society | Daniel de Andres Gustavo Yepes Federico Sembolini Gonzalo Martínez-Muñoz Weiguang Cui | 2023/1 |
Multioutput Regression Neural Network Training via Gradient Boosting. | Seyedsaman Emami Gonzalo Martínez-Muñoz | 2022 | |
Condensed Gradient Boosting | arXiv preprint arXiv:2211.14599 | Seyedsaman Emami Gonzalo Martínez-Muñoz | 2022/11/26 |
SVM ensembles on a budget | Artificial Neural Networks and Machine Learning–ICANN 2022: 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6–9, 2022, Proceedings; Part IV | David Nevado Catalán Gonzalo Martínez Muñoz Alberto Suárez González | 2022/9/7 |
Correction to | International Journal of Social Robotics | Maryam Sabzevari Gonzalo Martínez-Muñoz Alberto Suárez | 2022 |
An analysis of heuristic metrics for classifier ensemble pruning based on ordered aggregation | Pattern Recognition | Amgad M Mohammed Enrique Onieva Michał Woźniak Gonzalo Martinez-Munoz | 2022/4/1 |
Correction to: Building heterogeneous ensembles by pooling homogeneous ensembles (International Journal of Machine Learning and Cybernetics,(2021), 10.1007/s13042-021-01442-1) | Maryam Sabzevari Gonzalo Martínez-Muñoz Alberto Suárez | 2022/2 | |
Building heterogeneous ensembles by pooling homogeneous ensembles | International Journal of Machine Learning and Cybernetics | Maryam Sabzevari Gonzalo Martínez-Muñoz Alberto Suárez | 2021/10/13 |
A comparative analysis of gradient boosting algorithms | Artificial Intelligence Review | Candice Bentéjac Anna Csörgő Gonzalo Martínez-Muñoz | 2021/3 |
A machine learning model to assess the ecosystem response to water policy measures in the Tagus River Basin (Spain) | Science of the Total Environment | Carlotta Valerio Lucia De Stefano Gonzalo Martínez-Muñoz Alberto Garrido | 2021/1/1 |
Identifying cheating users in online courses | Vicenzo Abichequer Sangalli Gonzalo Martinez-Muñoz Estrella Pulido Cañabate | 2020/4/27 | |
A machine learning model to link ecological response and anthropogenic stressors: a tool for water management in the Tagus River Basin (Spain) | EGU General Assembly Conference Abstracts | Carlotta Valerio Alberto Garrido Gonzalo Martinez-Muñoz Lucia De Stefano | 2020/5 |
Co-Authors
