Rocio Gonzalez Diaz
Universidad de Sevilla
H-index: 17
Europe-Spain
Top articles of Rocio Gonzalez Diaz
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Trainable and explainable simplicial map neural networks | Information Sciences | Eduardo Paluzo-Hidalgo Miguel A. Gutiérrez-Naranjo Rocio Gonzalez-Diaz | 2024/5 |
SIMAP: A simplicial-map layer for neural networks | arXiv preprint arXiv:2403.15083 | Rocio GonzalezDiaz Miguel A Gutiérrez-Naranjo Eduardo Paluzo-Hidalgo | 2024/3 |
An In-Depth Analysis of Data Reduction Methods for Sustainable Deep Learning | arXiv preprint arXiv:2403.15150 | Víctor Toscano-Durán Javier Perera-Lago Rocio Paluzo-Hidalgo Eduardo Gonzalez-Diaz | 2024/3 |
A Topological Approach to Measuring Training Data Quality | arXiv preprint arXiv:2306.02411 | Álvaro Torras-Casas Eduardo Paluzo-Hidalgo Rocio Gonzalez-Diaz | 2023/6 |
Partial matchings induced by morphisms between persistence modules | Computational Geometry | Rocío Gonzalez-Diaz Manuel Soriano-Trigueros A Torras-Casas | 2023/6/1 |
Explainability in Simplicial Map Neural Networks | arXiv preprint arXiv:2306.00010 | Eduardo Paluzo-Hidalgo Miguel A Gutiérrez-Naranjo Rocio Gonzalez-Diaz | 2023/5/29 |
El proyecto «ODS-UCUBA+ UANDALUZAS. Cooperación para la implementación de la agenda 2030 en Cuba» | Dámaso Ramón Ponvert Delisles Edel B García Reyes Rafael Godoy Rubio María del Rocío González Díaz | 2023 | |
Abandoned Object Detection Using Persistent Homology | Javier Lamar Leon Raúl Alonso Baryolo Edel Garcia Reyes Rocio Gonzalez Diaz Pedro Salgueiro | 2023/11/27 | |
Characterizing slope regions | Journal of Combinatorial Optimization | Rocio Gonzalez-Diaz Darshan Batavia Rocio M Casablanca Walter G Kropatsch | 2022/11/1 |
Topology-based representative datasets to reduce neural network training resources | Neural Computing and Applications | Rocio Gonzalez-Diaz Miguel A Gutiérrez-Naranjo Eduardo Paluzo-Hidalgo | 2022/9 |
Continuous Well-Composedness Implies Digital Well-Composedness in n-D | Journal of Mathematical Imaging and Vision | Nicolas Boutry Rocio Gonzalez-Diaz Laurent Najman Thierry Géraud | 2022/2 |
A Step Towards Learning Contraction Kernels for Irregular Image Pyramid | Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM)(2022), pp. 60-70. | Darshan Batavia María del Rocío González Díaz Walter G Kropatsch | 2022 |
Emotion recognition in talking-face videos using persistent entropy and neural networks | Electronic Research Archive | Eduardo Paluzo-Hidalgo Rocío Gonzalez-Diaz Guillermo Aguirre-Carrazana | 2022/2/18 |
Strong Euler well-composedness | Journal of Combinatorial Optimization | Nicolas Boutry Rocio Gonzalez-Diaz Maria-Jose Jimenez Eduardo Paluzo-Hidalgo | 2021/12/23 |
Optimizing the simplicial-map neural network architecture | Journal of Imaging | Eduardo Paluzo-Hidalgo Rocio Gonzalez-Diaz Miguel A Gutiérrez-Naranjo Jónathan Heras | 2021/9/1 |
Making Sullivan Algebras Minimal Through Chain Contractions | Mediterranean Journal of Mathematics | Antonio Garvin Rocio Gonzalez-Diaz Miguel Angel Marco Belen Medrano | 2021/4 |
Simplicial-map neural networks robust to adversarial examples | Mathematics | Eduardo Paluzo-Hidalgo Rocio Gonzalez-Diaz Miguel A Gutiérrez-Naranjo Jónathan Heras | 2021/1/15 |
Image= structure+ few colors | Darshan Batavia Rocio Gonzalez-Diaz Walter G Kropatsch | 2021 | |
Persistence Partial Matchings Induced by Morphisms between Persistence Modules | ArXiv. org, arXiv: 2107.04519 | Rocío González Díaz Manuel Soriano Trigueros | 2021 |
Approximating lower-star persistence via 2D combinatorial map simplification | Pattern Recognition Letters | Guillaume Damiand Eduardo Paluzo-Hidalgo Ryan Slechta Rocio Gonzalez-Diaz | 2020/3/1 |
Co-Authors
