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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

Application of the Representative Measure Approach to Asses..:

, In: Communications in Computer and Information Science; Explainable Artificial Intelligence,

Perera-Lago, Javier ; Toscano-Duran, Victor ; Paluzo-Hidalgo, Eduardo.. - p. 384-395 , 2024

Link: https://doi.org/10.1007/..

3

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/..

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

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/..

11

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..

12

Simplicial-map neural networks robust to adversarial exampl..:

Paluzo-Hidalgo, Eduardo ; Gonzalez-Diaz, Rocio ; Gutiérrez-Naranjo, Miguel A.
info:eu-repo/semantics/altIdentifier/doi/10.3390/MATH9020169. , 2021

Link: https://investigacion.un..

13

Optimizing the Simplicial-Map Neural Network Architecture:

Paluzo-Hidalgo, Eduardo ; Gonzalez-Diaz, Rocio ; Gutiérrez-Naranjo, Miguel A.
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8466576/. , 2021

Link: http://www.ncbi.nlm.nih...

14

Optimizing the simplicial-map neural network architecture:

Paluzo-Hidalgo, Eduardo ; Gonzalez-Diaz, Rocio ; Gutiérrez-Naranjo, Miguel A.
info:eu-repo/semantics/altIdentifier/doi/10.3390/JIMAGING7090173. , 2021

Link: https://investigacion.un..

15

Approximating lower-star persistence via 2D combinatorial m..:

Damiand, Guillaume ; Paluzo-Hidalgo, Eduardo ; Slechta, Ryan.
info:eu-repo/semantics/altIdentifier/doi/10.1016/j.patrec.2020.01.018. , 2020

Link: https://hal.science/hal-..

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