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Paluzo-Hidalgo, Eduardo
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Personensuche X
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1

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/..
 
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2

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..
 
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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/..
 
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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/..
 
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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/..
 
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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/..
 
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7

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/..
 
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8

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/..
 
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9

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/..
 
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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/..
 
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11

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/..
 
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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..
 
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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..
 
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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..
 
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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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