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Paluzo-Hidalgo, Eduardo
50
results:
Search for persons
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Format
Online (50)
Mediatypes
Articles (Online) (11)
Bookchapter (Online) (2)
OpenAccess-fulltext (37)
Languages
english (38)
spanish (2)
Sorted by: Relevance
Sorted by: Year
?
1
An in-depth analysis of data reduction methods for sustaina..:
Perera-Lago, Javier
;
Toscano-Duran, Victor
;
Paluzo-Hidalgo, Eduardo
...
Open Research Europe. 4 (2024) - p. 101 , 2024
Link:
https://doi.org/10.12688..
?
2
Trainable and explainable simplicial map neural networks:
Paluzo-Hidalgo, Eduardo
;
Gonzalez-Diaz, Rocio
;
Gutiérrez-Naranjo, Miguel A.
Information Sciences. 667 (2024) - p. 120474 , 2024
Link:
https://doi.org/10.1016/..
?
3
A Survey of Vectorization Methods in Topological Data Analy..:
Ali, Dashti
;
Asaad, Aras
;
Jimenez, Maria-Jose
...
IEEE Transactions on Pattern Analysis and Machine Intelligence. 45 (2023) 12 - p. 14069-14080 , 2023
Link:
https://doi.org/10.1109/..
?
4
Topology-based representative datasets to reduce neural net..:
Gonzalez-Diaz, Rocio
;
Gutiérrez-Naranjo, Miguel A.
;
Paluzo-Hidalgo, Eduardo
Neural Computing and Applications. 34 (2022) 17 - p. 14397-14413 , 2022
Link:
https://doi.org/10.1007/..
?
5
Simplicial-Map Neural Networks Robust to Adversarial Exampl..:
Paluzo-Hidalgo, Eduardo
;
Gonzalez-Diaz, Rocio
;
Gutiérrez-Naranjo, Miguel A.
.
Mathematics. 9 (2021) 2 - p. 169 , 2021
Link:
https://doi.org/10.3390/..
?
6
Optimizing the Simplicial-Map Neural Network Architecture:
Paluzo-Hidalgo, Eduardo
;
Gonzalez-Diaz, Rocio
;
Gutiérrez-Naranjo, Miguel A.
.
Journal of Imaging. 7 (2021) 9 - p. 173 , 2021
Link:
https://doi.org/10.3390/..
?
7
Two-hidden-layer feed-forward networks are universal approx..:
Paluzo-Hidalgo, Eduardo
;
Gonzalez-Diaz, Rocio
;
Gutiérrez-Naranjo, Miguel A.
Neural Networks. 131 (2020) - p. 29-36 , 2020
Link:
https://doi.org/10.1016/..
?
8
Neural-Network-Based Curve Fitting Using Totally Positive R..:
Gonzalez-Diaz, Rocio
;
Mainar, E.
;
Paluzo-Hidalgo, Eduardo
.
Mathematics. 8 (2020) 12 - p. 2197 , 2020
Link:
https://doi.org/10.3390/..
?
9
Approximating lower-star persistence via 2D combinatorial m..:
Damiand, Guillaume
;
Paluzo-Hidalgo, Eduardo
;
Slechta, Ryan
.
Pattern Recognition Letters. 131 (2020) - p. 314-321 , 2020
Link:
https://doi.org/10.1016/..
?
10
Towards Emotion Recognition: A Persistent Entropy Applicati..:
, In:
Computational Topology in Image Context; Lecture Notes in Computer Science
,
Gonzalez-Diaz, Rocio
;
Paluzo-Hidalgo, Eduardo
;
Quesada, José F.
- p. 96-109 , 2018
Link:
https://doi.org/10.1007/..
?
11
Representative datasets for neural networks:
Gonzalez-Diaz, Rocio
;
Paluzo-Hidalgo, Eduardo
;
Gutiérrez-Naranjo, Miguel A.
Electronic Notes in Discrete Mathematics. 68 (2018) - p. 89-94 , 2018
Link:
https://doi.org/10.1016/..
?
12
A survey of vectorization methods in topological data analy..:
Ali, Dashti
;
Asaad, Aras
;
Jimenez, Maria-Jose
...
info:eu-repo/semantics/altIdentifier/doi/10.1109/tpami.2023.3308391. , 2023
Link:
https://research-explore..
?
13
Explainability in Simplicial Map Neural Networks:
Paluzo-Hidalgo, Eduardo
;
Gutiérrez-Naranjo, Miguel A
;
Gonzalez-Diaz, Rocio
http://arxiv.org/abs/2306.00010. , 2023
Link:
http://arxiv.org/abs/230..
?
14
A Topological Approach to Measuring Training Data Quality:
Torras-Casas, Álvaro
;
Paluzo-Hidalgo, Eduardo
;
Gonzalez-Diaz, Rocio
http://arxiv.org/abs/2306.02411. , 2023
Link:
http://arxiv.org/abs/230..
?
15
A Survey of Vectorization Methods in Topological Data Analy..:
Ali, Dashti
;
Asaad, Aras
;
Jimenez, Maria-Jose
...
http://arxiv.org/abs/2212.09703. , 2022
Link:
http://arxiv.org/abs/221..
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