Applied Mathematics, Geometry and Topology, Artificial Intelligence
291
Scholar Citations
7
Scholar h-index
7
Scholar i10-index
RECENT SCHOLAR PUBLICATIONS
Learning Tangent Bundles and Characteristic Classes with Autoencoder Atlases E Paluzo-Hidalgo, Y Ike arXiv preprint arXiv:2602.22873 , 2026 2026
Latent Space Topology Evolution in Multilayer Perceptrons E Paluzo-Hidalgo arXiv preprint arXiv:2506.01569 , 2025 2025 Citations: 1
An in-depth analysis of data reduction methods for sustainable deep learning J Perera-Lago, V Toscano-Duran, E Paluzo-Hidalgo, R Gonzalez-Diaz, ... Open Research Europe 4, 101 , 2024 2024 Citations: 12
Application of the representative measure approach to assess the reliability of decision trees in dealing with unseen vehicle collision data J Perera-Lago, V Toscano-Durán, E Paluzo-Hidalgo, S Narteni, M Rucco World Conference on Explainable Artificial Intelligence, 384-395 , 2024 2024 Citations: 1
Trainable and Explainable Simplicial Map Neural Networks E Paluzo-Hidalgo, MA Gutiérrez-Naranjo, R Gonzalez-Diaz Information Sciences , 2024 2024 Citations: 4
SIMAP: A simplicial-map layer for neural networks R GonzalezDiaz, MA Gutiérrez-Naranjo, E Paluzo-Hidalgo arXiv preprint arXiv:2403.15083 , 2024 2024
Topological Quality of Subsets via Persistence Matching Diagrams Á Torras-Casas, E Paluzo-Hidalgo, R Gonzalez-Diaz arXiv:2306.02411v3 , 2024 2024 Citations: 4
A survey of vectorization methods in topological data analysis D Ali, A Asaad, MJ Jimenez, V Nanda, E Paluzo-Hidalgo, ... IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (12 … , 2023 2023 Citations: 131
Algebraically-informed deep networks for associative evolution algebras D Fernández-Ternero, VM Gómez-Sousa, J Núñez-Valdés, ... XX Spanish Meeting on Computational Geometry , 2023 2023
The metric-aware kernel-width choice for LIME A Barrera-Vicent, E Paluzo-Hidalgo, MA Gutiérrez-Naranjo 1st World Conference on eXplainable Artificial Intelligence (xAI-2023) 3554 … , 2023 2023 Citations: 1
Emotion recognition in talking-face videos using persistent entropy and neural networks E Paluzo-Hidalgo, R Gonzalez-Diaz, G Aguirre-Carrazana Electronic Research Archive 30 (2), 644-660 , 2022 2022 Citations: 3
Topology-based representative datasets to reduce neural network training resources R Gonzalez-Diaz, MA Gutiérrez-Naranjo, E Paluzo-Hidalgo Neural Computing and Applications , 2022 2022 Citations: 15
Strong Euler well-composedness N Boutry, R Gonzalez-Diaz, MJ Jimenez, E Paluzo-Hidalgo Journal of Combinatorial Optimization, 1-18 , 2021 2021 Citations: 1
Computational Topology on Neural Networks: From the data to the model E Paluzo Hidalgo University of Sevilla , 2021 2021
Optimizing the Simplicial-Map Neural Network Architecture E Paluzo-Hidalgo, R Gonzalez-Diaz, MA Gutiérrez-Naranjo, J Heras Journal of Imaging 7 (9) , 2021 2021 Citations: 3
Simplicial-Map Neural Networks Robust to Adversarial Examples E Paluzo-Hidalgo, R Gonzalez-Diaz, MA Gutierrez-Naranjo, J Heras Mathematics 9 (2), 169 , 2021 2021 Citations: 5
Two-hidden-layer feed-forward networks are universal approximators: A constructive approach E Paluzo-Hidalgo, R Gonzalez-Diaz, MA Gutiérrez-Naranjo Neural Networks 131, 29-36 , 2020 2020 Citations: 68
Approximating lower-star persistence via 2D combinatorial map simplification G Damiand, E Paluzo-Hidalgo, R Slechta, R Gonzalez-Diaz Pattern Recognition Letters 131, 314-321 , 2020 2020 Citations: 3
Neural-Network-Based Curve Fitting Using Totally Positive Rational Bases R Gonzalez-Diaz, E Mainar, E Paluzo-Hidalgo, B Rubio Mathematics 8 (12), 2197 , 2020 2020 Citations: 10
Euler Well-Composedness N Boutry, R Gonzalez-Diaz, MJ Jimenez, E Paluzo-Hidalgo Combinatorial Image Analysis: 20th International Workshop, IWCIA 2020, Novi … , 2020 2020 Citations: 2
MOST CITED SCHOLAR PUBLICATIONS
A survey of vectorization methods in topological data analysis D Ali, A Asaad, MJ Jimenez, V Nanda, E Paluzo-Hidalgo, ... IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (12 … , 2023 2023 Citations: 131
Two-hidden-layer feed-forward networks are universal approximators: A constructive approach E Paluzo-Hidalgo, R Gonzalez-Diaz, MA Gutiérrez-Naranjo Neural Networks 131, 29-36 , 2020 2020 Citations: 68
Topology-based representative datasets to reduce neural network training resources R Gonzalez-Diaz, MA Gutiérrez-Naranjo, E Paluzo-Hidalgo Neural Computing and Applications , 2022 2022 Citations: 15
Jugueteando con grafos R Núñez Santiago, J Núñez Valdés, E Paluzo-Hidalgo, E Salguero Quirós Unión: revista iberoamericana de educación matemática 46, 188-204 , 2016 2016 Citations: 13
An in-depth analysis of data reduction methods for sustainable deep learning J Perera-Lago, V Toscano-Duran, E Paluzo-Hidalgo, R Gonzalez-Diaz, ... Open Research Europe 4, 101 , 2024 2024 Citations: 12
Neural-Network-Based Curve Fitting Using Totally Positive Rational Bases R Gonzalez-Diaz, E Mainar, E Paluzo-Hidalgo, B Rubio Mathematics 8 (12), 2197 , 2020 2020 Citations: 10
Towards emotion recognition: a persistent entropy application R Gonzalez-Diaz, E Paluzo-Hidalgo, JF Quesada International Workshop on Computational Topology in Image Context, 96-109 , 2018 2018 Citations: 10
Simplicial-Map Neural Networks Robust to Adversarial Examples E Paluzo-Hidalgo, R Gonzalez-Diaz, MA Gutierrez-Naranjo, J Heras Mathematics 9 (2), 169 , 2021 2021 Citations: 5
Trainable and Explainable Simplicial Map Neural Networks E Paluzo-Hidalgo, MA Gutiérrez-Naranjo, R Gonzalez-Diaz Information Sciences , 2024 2024 Citations: 4
Topological Quality of Subsets via Persistence Matching Diagrams Á Torras-Casas, E Paluzo-Hidalgo, R Gonzalez-Diaz arXiv:2306.02411v3 , 2024 2024 Citations: 4
Summary and Distance between Sets of Texts based on Topological Data Analysis E Paluzo-Hidalgo, R Gonzalez-Diaz, MA Gutiérrez-Naranjo arXiv preprint arXiv:1912.09253 , 2019 2019 Citations: 4
Emotion recognition in talking-face videos using persistent entropy and neural networks E Paluzo-Hidalgo, R Gonzalez-Diaz, G Aguirre-Carrazana Electronic Research Archive 30 (2), 644-660 , 2022 2022 Citations: 3
Optimizing the Simplicial-Map Neural Network Architecture E Paluzo-Hidalgo, R Gonzalez-Diaz, MA Gutiérrez-Naranjo, J Heras Journal of Imaging 7 (9) , 2021 2021 Citations: 3
Approximating lower-star persistence via 2D combinatorial map simplification G Damiand, E Paluzo-Hidalgo, R Slechta, R Gonzalez-Diaz Pattern Recognition Letters 131, 314-321 , 2020 2020 Citations: 3
Euler Well-Composedness N Boutry, R Gonzalez-Diaz, MJ Jimenez, E Paluzo-Hidalgo Combinatorial Image Analysis: 20th International Workshop, IWCIA 2020, Novi … , 2020 2020 Citations: 2
Latent Space Topology Evolution in Multilayer Perceptrons E Paluzo-Hidalgo arXiv preprint arXiv:2506.01569 , 2025 2025 Citations: 1
Application of the representative measure approach to assess the reliability of decision trees in dealing with unseen vehicle collision data J Perera-Lago, V Toscano-Durán, E Paluzo-Hidalgo, S Narteni, M Rucco World Conference on Explainable Artificial Intelligence, 384-395 , 2024 2024 Citations: 1
The metric-aware kernel-width choice for LIME A Barrera-Vicent, E Paluzo-Hidalgo, MA Gutiérrez-Naranjo 1st World Conference on eXplainable Artificial Intelligence (xAI-2023) 3554 … , 2023 2023 Citations: 1
Strong Euler well-composedness N Boutry, R Gonzalez-Diaz, MJ Jimenez, E Paluzo-Hidalgo Journal of Combinatorial Optimization, 1-18 , 2021 2021 Citations: 1
Learning Tangent Bundles and Characteristic Classes with Autoencoder Atlases E Paluzo-Hidalgo, Y Ike arXiv preprint arXiv:2602.22873 , 2026 2026
