Zobrazeno 1 - 10
of 611
pro vyhledávání: '"Díaz Rocío"'
We introduce persistence matching diagrams induced by set mappings of metric spaces, based on 0-persistent homology of Vietoris-Rips filtrations. Also, we present a geometric definition of the persistence matching diagram that is more intuitive than
Externí odkaz:
http://arxiv.org/abs/2409.14954
Autor:
Toscano-Durán, Víctor, Perera-Lago, Javier, Paluzo-Hidalgo, Eduardo, Gonzalez-Diaz, Rocío, Gutierrez-Naranjo, Miguel Ángel, Rucco, Matteo
In recent years, Deep Learning has gained popularity for its ability to solve complex classification tasks, increasingly delivering better results thanks to the development of more accurate models, the availability of huge volumes of data and the imp
Externí odkaz:
http://arxiv.org/abs/2403.15150
In this paper, we present SIMAP, a novel layer integrated into deep learning models, aimed at enhancing the interpretability of the output. The SIMAP layer is an enhanced version of Simplicial-Map Neural Networks (SMNNs), an explainable neural networ
Externí odkaz:
http://arxiv.org/abs/2403.15083
Data quality is crucial for the successful training, generalization and performance of machine learning models. We propose to measure the quality of a subset concerning the dataset it represents, using topological data analysis techniques. Specifical
Externí odkaz:
http://arxiv.org/abs/2306.02411
Simplicial map neural networks (SMNNs) are topology-based neural networks with interesting properties such as universal approximation ability and robustness to adversarial examples under appropriate conditions. However, SMNNs present some bottlenecks
Externí odkaz:
http://arxiv.org/abs/2306.00010
Autor:
Rajan, Adithya, Saunderson, Tom G., Lux, Fabian R., Díaz, Rocío Yanes, Abdullah, Hasan M., Bose, Arnab, Bednarz, Beatrice, Kim, Jun-Young, Go, Dongwook, Hajiri, Tetsuya, Shukla, Gokaran, Gomonay, Olena, Yao, Yugui, Feng, Wanxiang, Asano, Hidefumi, Schwingenschlögl, Udo, López-Díaz, Luis, Sinova, Jairo, Mokrousov, Yuriy, Manchon, Aurélien, Kläui, Mathias
Ferromagnets generate an anomalous Hall effect even without the presence of a magnetic field, something that conventional antiferromagnets cannot replicate but noncollinear antiferromagnets can. The anomalous Hall effect governed by the resistivity t
Externí odkaz:
http://arxiv.org/abs/2304.10747
The automatic recognition of a person's emotional state has become a very active research field that involves scientists specialized in different areas such as artificial intelligence, computer vision or psychology, among others. Our main objective i
Externí odkaz:
http://arxiv.org/abs/2110.13571
Autor:
Vacik Díaz, Rocío, Munsch, Gaëlle, Iglesias, Maria Jesus, Pallares Robles, Alejandro, Ibrahim-Kosta, Manal, Nourse, Jamie, Khan, Essak, Castoldi, Elisabetta, Saut, Noémie, Boland, Anne, Germain, Marine, Deleuze, Jean-François, Odeberg, Jacob, Morange, Pierre-Emmanuel, Danckwardt, Sven, Tregouët, David-Alexandre, Goumidi, Louisa
Publikováno v:
In Journal of Thrombosis and Haemostasis September 2024 22(9):2531-2542
Publikováno v:
In Social Science & Medicine September 2024 357
Publikováno v:
In Information Sciences May 2024 667