Rocío González-Díaz

Orcid: 0000-0001-9937-0033

According to our database1, Rocío González-Díaz authored at least 79 papers between 1999 and 2024.

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Bibliography

2024
Trainable and explainable simplicial map neural networks.
Inf. Sci., 2024

An In-Depth Analysis of Data Reduction Methods for Sustainable Deep Learning.
CoRR, 2024

SIMAP: A simplicial-map layer for neural networks.
CoRR, 2024

2023
Partial matchings induced by morphisms between persistence modules.
Comput. Geom., June, 2023

A Topological Approach to Measuring Training Data Quality.
CoRR, 2023

Explainability in Simplicial Map Neural Networks.
CoRR, 2023

Abandoned Object Detection Using Persistent Homology.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

2022
Topology-based representative datasets to reduce neural network training resources.
Neural Comput. Appl., 2022

Continuous Well-Composedness Implies Digital Well-Composedness in n-D.
J. Math. Imaging Vis., 2022

Characterizing slope regions.
J. Comb. Optim., 2022

Strong Euler well-composedness.
J. Comb. Optim., 2022

A Step Towards Learning Contraction Kernels for Irregular Image Pyramid.
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

2021
Optimizing the Simplicial-Map Neural Network Architecture.
J. Imaging, 2021

Emotion recognition in talking-face videos using persistent entropy and neural networks.
CoRR, 2021

Persistence Partial Matchings Induced by Morphisms between Persistence Modules.
CoRR, 2021

2020
Approximating lower-star persistence via 2D combinatorial map simplification.
Pattern Recognit. Lett., 2020

On the stability of persistent entropy and new summary functions for topological data analysis.
Pattern Recognit., 2020

Two-hidden-layer feed-forward networks are universal approximators: A constructive approach.
Neural Networks, 2020

Image = Structure + Few Colors.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2020

A 4D Counter-Example Showing that DWCness Does Not Imply CWCness in nD.
Proceedings of the Combinatorial Image Analysis - 20th International Workshop, 2020

Euler Well-Composedness.
Proceedings of the Combinatorial Image Analysis - 20th International Workshop, 2020

2019
Persistent entropy for separating topological features from noise in vietoris-rips complexes.
J. Intell. Inf. Syst., 2019

Weakly well-composed cell complexes over nD pictures.
Inf. Sci., 2019

Towards a Philological Metric through a Topological Data Analysis Approach.
CoRR, 2019

Two-hidden-layer Feedforward Neural Networks are Universal Approximators: A Constructive Approach.
CoRR, 2019

Topological signature for periodic motion recognition.
CoRR, 2019

Representative Datasets: The Perceptron Case.
CoRR, 2019

Congratulations! Dual Graphs Are Now Orientated!
Proceedings of the Graph-Based Representations in Pattern Recognition, 2019

On the Space Between Critical Points.
Proceedings of the Discrete Geometry for Computer Imagery, 2019

One More Step Towards Well-Composedness of Cell Complexes over nD Pictures.
Proceedings of the Discrete Geometry for Computer Imagery, 2019

Computing and Reducing Slope Complexes.
Proceedings of the Computational Topology in Image Context - 7th International Workshop, 2019

Towards Emotion Recognition: A Persistent Entropy Application.
Proceedings of the Computational Topology in Image Context - 7th International Workshop, 2019

Persistent Homology Computation Using Combinatorial Map Simplification.
Proceedings of the Computational Topology in Image Context - 7th International Workshop, 2019

2018
Topological tracking of connected components in image sequences.
J. Comput. Syst. Sci., 2018

Representative datasets for neural networks.
Electron. Notes Discret. Math., 2018

A new entropy based summary function for topological data analysis.
Electron. Notes Discret. Math., 2018

On the stability of persistent entropy and new summary functions for TDA.
CoRR, 2018

2017
A new topological entropy-based approach for measuring similarities among piecewise linear functions.
Signal Process., 2017

Efficiently Storing Well-Composed Polyhedral Complexes Computed Over 3D Binary Images.
J. Math. Imaging Vis., 2017

Persistent-homology-based gait recognition.
CoRR, 2017

2016
Topology-based image segmentation using LBP pyramids.
Mach. Vis. Appl., 2016

Separating Topological Noise from Features Using Persistent Entropy.
Proceedings of the Software Technologies: Applications and Foundations, 2016

Persistent homology-based gait recognition robust to upper body variations.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Encoding Specific 3D Polyhedral Complexes Using 3D Binary Images.
Proceedings of the Discrete Geometry for Computer Imagery, 2016

Parallel Homology Computation of Meshes.
Proceedings of the Computational Topology in Image Context - 6th International Workshop, 2016

2015
An entropy-based persistence barcode.
Pattern Recognit., 2015

3D well-composed polyhedral complexes.
Discret. Appl. Math., 2015

Preface.
Discret. Appl. Math., 2015

Spatiotemporal Barcodes for Image Sequence Analysis.
Proceedings of the Combinatorial Image Analysis - 17th International Workshop, 2015

LBP and Irregular Graph Pyramids.
Proceedings of the Computer Analysis of Images and Patterns, 2015

2014
Computing Cup Products in Z<sub>2</sub>-Cohomology of 3D Polyhedral Complexes.
Found. Comput. Math., 2014

Removal and Contraction Operations in nD Generalized Maps for Efficient Homology Computation.
CoRR, 2014

Gait-Based Carried Object Detection Using Persistent Homology.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

Topological Features for Monitoring Human Activities at Distance.
Proceedings of the Activity Monitoring by Multiple Distributed Sensing, 2014

2013
Towards Minimal Barcodes.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2013

Gait-Based Gender Classification Using Persistent Homology.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012
Computational Topology in Image Context.
Pattern Recognit. Lett., 2012

On the Z/2-Cohomology of 3D Polyhedral Approximations
CoRR, 2012

Removal Operations in nD Generalized Maps for Efficient Homology Computation.
Proceedings of the Computational Topology in Image Context - 4th International Workshop, 2012

Human Gait Identification Using Persistent Homology.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

2011
Cubical cohomology ring of 3D photographs.
Int. J. Imaging Syst. Technol., 2011

Invariant representative cocycles of cohomology generators using irregular graph pyramids.
Comput. Vis. Image Underst., 2011

Cup Products on Polyhedral Approximations of 3D Digital Images.
Proceedings of the Combinatorial Image Analysis - 14th International Workshop, 2011

Well-Composed Cell Complexes.
Proceedings of the Discrete Geometry for Computer Imagery, 2011

Incremental-Decremental Algorithm for Computing AT-Models and Persistent Homology.
Proceedings of the Computer Analysis of Images and Patterns, 2011

2009
A tool for integer homology computation: lambda-AT-model.
Image Vis. Comput., 2009

Chain homotopies for object topological representations.
Discret. Appl. Math., 2009

Cohomology Ring of 3D Cubical Complexes.
Proceedings of the Progress in Combinatorial Image Analysis. Proceedings of IWCIA 2009 Special Track on Applications, 2009

Irregular Graph Pyramids and Representative Cocycles of Cohomology Generators.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2009

2008
Integral Operators for Computing Homology Generators at Any Dimension.
Proceedings of the Progress in Pattern Recognition, 2008

2007
Extending the Notion of AT-Model for Integer Homology Computation.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2007

A Graph-with-Loop Structure for a Topological Representation of 3D Objects.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

2006
Reusing Integer Homology Information of Binary Digital Images.
Proceedings of the Discrete Geometry for Computer Imagery, 13th International Conference, 2006

Simplicial Perturbation Techniques and Effective Homology.
Proceedings of the Computer Algebra in Scientific Computing, 9th International Workshop, 2006

2005
Simplification techniques for maps in simplicial topology.
J. Symb. Comput., 2005

On the cohomology of 3D digital images.
Discret. Appl. Math., 2005

Algebraic Topological Analysis of Time-Sequence of Digital Images.
Proceedings of the Computer Algebra in Scientific Computing, 8th International Workshop, 2005

2003
Towards Digital Cohomology.
Proceedings of the Discrete Geometry for Computer Imagery, 11th International Conference, 2003

1999
Computing Cocycles on Simplicial Complexes.
Proceedings of the Second Workshop on Computer Algebra in Scientific Computing, 1999


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