Rocio Gonzalez-Diaz

Most-cited papers

An entropy-based persistence barcode
H. Chintakunta, T. Gentimis, Rocio Gonzalez-Diaz, M. Jiménez +1 more
2015Pattern Recognition117 citations Open access
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On the stability of persistent entropy and new summary functions for topological data analysis
N. Atienza, Rocio Gonzalez-Diaz, M. Soriano-Trigueros
2018Pattern Recognition115 citations Open access
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On the cohomology of 3D digital images
Rocio Gonzalez-Diaz, P. Real
2005Discrete Applied Mathematics91 citations Open access
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Persistent entropy for separating topological features from noise in vietoris-rips complexes
N. Atienza, Rocio Gonzalez-Diaz, M. Rucco
2017Journal of Intelligence and Information Systems72 citations Open access
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Two-hidden-layer feed-forward networks are universal approximators: A constructive approach
Eduardo Paluzo-Hidalgo, Rocio Gonzalez-Diaz, M. A. Gutiérrez-Naranjo
2020Neural Networks42 citations Open access
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A new topological entropy-based approach for measuring similarities among piecewise linear functions
M. Rucco, Rocio Gonzalez-Diaz, M. Jiménez, N. Atienza +4 more
2015Signal Processing42 citations Open access
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Human Gait Identification Using Persistent Homology
Javier Lamar-León, Edel B. García Reyes, Rocio Gonzalez-Diaz
2012Iberoamerican Congress on Pattern Recognition35 citations Open access
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Discrete Geometry for Computer Imagery
Rocio Gonzalez-Diaz, M. Jiménez, B. Medrano
2013Lecture Notes in Computer Science31 citations
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Chain homotopies for object topological representations
Rocio Gonzalez-Diaz, M. Jiménez, B. Medrano, P. Real
2009Discrete Applied Mathematics29 citations Open access
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3D well-composed polyhedral complexes
Rocio Gonzalez-Diaz, M. Jiménez, B. Medrano
2014Discrete Applied Mathematics27 citations Open access
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Towards Digital Cohomology
Rocio Gonzalez-Diaz, P. Real
2003Discrete Geometry for Computer Imagery24 citations Open access
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Algebraic Topological Analysis of Time-Sequence of Digital Images
Rocio Gonzalez-Diaz, B. Medrano, P. Real, Javier Sánchez-Peláez
2005Computer Algebra in Scientific Computing22 citations Open access
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Integral Operators for Computing Homology Generators at Any Dimension
Rocio Gonzalez-Diaz, M. Jiménez, B. Medrano, H. Molina-Abril +1 more
2008Iberoamerican Congress on Pattern Recognition21 citations Open access
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Topology-based image segmentation using LBP pyramids
Martin Cerman, Ines Janusch, Rocio Gonzalez-Diaz, W. Kropatsch
2016Machine Vision and Applications17 citations Open access
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Cubical cohomology ring of 3D photographs
Rocio Gonzalez-Diaz, M. Jiménez, B. Medrano
2011International journal of imaging systems and technology (Print)17 citations Open access
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A new entropy based summary function for topological data analysis
N. Atienza, Rocio Gonzalez-Diaz, M. Soriano-Trigueros
2018Electron. Notes Discret. Math.16 citations Open access
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Invariant representative cocycles of cohomology generators using irregular graph pyramids
Rocio Gonzalez-Diaz, Adrian Ion, Mabel Iglesias Ham, W. Kropatsch
2011Computer Vision and Image Understanding15 citations Open access
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Incremental-Decremental Algorithm for Computing AT-Models and Persistent Homology
Rocio Gonzalez-Diaz, Adrian Ion, M. Jiménez, R. Poyatos
2011International Conference on Computer Analysis of Images and Patterns15 citations Open access
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On the stability of persistent entropy and new summary functions for TDA
N. Atienza, Rocio Gonzalez-Diaz, M. Soriano-Trigueros
2018arXiv.org14 citations
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Efficiently Storing Well-Composed Polyhedral Complexes Computed Over 3D Binary Images
Rocio Gonzalez-Diaz, M. Jiménez, B. Medrano
2017Journal of Mathematical Imaging and Vision14 citations Open access
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Cup Products on Polyhedral Approximations of 3D Digital Images
Rocio Gonzalez-Diaz, Javier Lamar, R. Umble
2011International Workshop on Computational Intelligence and Applications14 citations Open access
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Two-hidden-layer Feedforward Neural Networks are Universal Approximators: A Constructive Approach
Rocio Gonzalez-Diaz, M. A. Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo
2019arXiv.org13 citations
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Weakly well-composed cell complexes over nD pictures
Nicolas Boutry, Rocio Gonzalez-Diaz, M. Jiménez
2018Information Sciences12 citations Open access
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Separating Topological Noise from Features Using Persistent Entropy
N. Atienza, Rocio Gonzalez-Diaz, M. Rucco
2016STAF Workshops12 citations Open access
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Persistent homology-based gait recognition robust to upper body variations
Javier Lamar-León, Raul Alonso-Baryolo, Edel B. García Reyes, Rocio Gonzalez-Diaz
2016International Conference on Pattern Recognition12 citations Open access
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Irregular Graph Pyramids and Representative Cocycles of Cohomology Generators
Rocio Gonzalez-Diaz, Adrian Ion, Mabel Iglesias-Ham, W. Kropatsch
2009Workshop on Graph Based Representations in Pattern Recognition11 citations Open access
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A tool for integer homology computation: λ-AT-model
Rocio Gonzalez-Diaz, M. Jiménez, B. Medrano, P. Real
200911 citations Open access
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Well-Composed Cell Complexes
Rocio Gonzalez-Diaz, M. Jiménez, B. Medrano
2011Discrete Geometry for Computer Imagery10 citations Open access
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Persistence Partial Matchings Induced by Morphisms between Persistence Modules
Rocio Gonzalez-Diaz, M. Soriano-Trigueros, Álvaro Torras-Casas
2021Computational geometry9 citations Open access
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Topology-based representative datasets to reduce neural network training resources
Rocio Gonzalez-Diaz, Miguel A. Guti'errez-Naranjo, Eduardo Paluzo-Hidalgo
2019Neural computing & applications (Print)9 citations Open access
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Encoding Specific 3D Polyhedral Complexes Using 3D Binary Images
Rocio Gonzalez-Diaz, M. Jiménez, B. Medrano
2016Discrete Geometry for Computer Imagery9 citations Open access
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LBP and Irregular Graph Pyramids
Martin Cerman, Rocio Gonzalez-Diaz, W. Kropatsch
2015International Conference on Computer Analysis of Images and Patterns9 citations Open access
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Computing Cup Products in Z2\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\mathbb {Z}_2$$\end{document}-Cohomology o
Rocio Gonzalez-Diaz, Javier Lamar, R. Umble
2014Foundations of Computational Mathematics9 citations Open access
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Gait-Based Carried Object Detection Using Persistent Homology
Javier Lamar-León, Raúl Alonso Baryolo, Edel B. García Reyes, Rocio Gonzalez-Diaz
2014Iberoamerican Congress on Pattern Recognition9 citations Open access
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On the Space Between Critical Points
W. Kropatsch, R. M. Casablanca, Darshan Batavia, Rocio Gonzalez-Diaz
2019Discrete Geometry for Computer Imagery8 citations Open access
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Reusing Integer Homology Information of Binary Digital Images
Rocio Gonzalez-Diaz, B. Medrano, Javier Sánchez-Peláez, P. Real
2006Discrete Geometry for Computer Imagery8 citations Open access
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HPT and cocyclic operations
Rocio Gonzalez-Diaz, P. Real
20058 citations Open access
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Image = Structure + Few Colors
Darshan Batavia, Rocio Gonzalez-Diaz, W. Kropatsch
2020International Workshop on Structural and Syntactic Pattern Recognition7 citations Open access
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Cohomology Ring of 3D Cubical Complexes
Rocio Gonzalez-Diaz, M. Jiménez, B. Medrano
2009IWCIA Special Track on Applications7 citations
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Simplicial Perturbation Techniques and Effective Homology
Rocio Gonzalez-Diaz, B. Medrano, Javier Sánchez-Peláez, P. Real
2006Computer Algebra in Scientific Computing7 citations Open access
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Computing and Reducing Slope Complexes
W. Kropatsch, R. M. Casablanca, Darshan Batavia, Rocio Gonzalez-Diaz
2018International Workshop on Computational Topology in Image Context6 citations Open access
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Towards Emotion Recognition: A Persistent Entropy Application
Rocio Gonzalez-Diaz, Eduardo Paluzo-Hidalgo, J. F. Quesada
2018International Workshop on Computational Topology in Image Context6 citations Open access
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C V ] 2 3 M ay 2 01 1 On the Cohomology of 3 D Digital Images
Rocio Gonzalez-Diaz, P. Real
20136 citations
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Computing Cocycles on Simplicial Complexes
Rocio Gonzalez-Diaz, P. Real
2001Computer Algebra in Scientific Computing6 citations Open access
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Characterizing slope regions
Rocio Gonzalez-Diaz, Darshan Batavia, R. M. Casablanca, W. Kropatsch
2021Journal of combinatorial optimization5 citations Open access
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Representative datasets for neural networks
Rocio Gonzalez-Diaz, Eduardo Paluzo-Hidalgo, M. A. Gutiérrez-Naranjo
2018Electron. Notes Discret. Math.5 citations Open access
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Cup Products in Z 2-Cohomology of 3 D Polyhedral Complexes
Rocio Gonzalez-Diaz, Javier Lamar, R. Umble
20145 citations
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Extending the Notion of AT-Model for Integer Homology Computation
Rocio Gonzalez-Diaz, M. Jiménez, B. Medrano, P. Real
2007Workshop on Graph Based Representations in Pattern Recognition5 citations Open access
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Topological Quality of Subsets via Persistence Matching Diagrams
Álvaro Torras-Casas, Eduardo Paluzo-Hidalgo, Rocio Gonzalez-Diaz
20234 citations
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Trainable and explainable simplicial map neural networks
Eduardo Paluzo-Hidalgo, Rocio Gonzalez-Diaz, M. A. Gutiérrez-Naranjo
2023Information Sciences4 citations Open access
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