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Rocío González-Díaz
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2020 – today
- 2024
- [j29]Eduardo Paluzo-Hidalgo
, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo
Trainable and explainable simplicial map neural networks. Inf. Sci. 667: 120474 (2024) - [i25]Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo:
SIMAP: A simplicial-map layer for neural networks. CoRR abs/2403.15083 (2024) - [i24]Víctor Toscano-Durán, Javier Perera-Lago, Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Matteo Rucco:
An In-Depth Analysis of Data Reduction Methods for Sustainable Deep Learning. CoRR abs/2403.15150 (2024) - 2023
- [j28]Rocío González-Díaz, M. Soriano-Trigueros
Partial matchings induced by morphisms between persistence modules. Comput. Geom. 112: 101985 (2023) - [c36]Javier Lamar-León
Abandoned Object Detection Using Persistent Homology. CIARP 2023: 178-188 - [i23]Eduardo Paluzo-Hidalgo, Miguel Angel Gutiérrez-Naranjo, Rocío González-Díaz:
Explainability in Simplicial Map Neural Networks. CoRR abs/2306.00010 (2023) - [i22]Álvaro Torras-Casas, Eduardo Paluzo-Hidalgo, Rocío González-Díaz:
A Topological Approach to Measuring Training Data Quality. CoRR abs/2306.02411 (2023) - 2022
- [j27]Rocío González-Díaz, Darshan Batavia, Rocío M. Casablanca, Walter G. Kropatsch:
Characterizing slope regions. J. Comb. Optim. 44(4): 2661-2680 (2022) - [j26]Nicolas Boutry, Rocío González-Díaz, María José Jiménez, Eduardo Paluzo-Hidalgo
Strong Euler well-composedness. J. Comb. Optim. 44(4): 3038-3055 (2022) - [j25]Nicolas Boutry
Continuous Well-Composedness Implies Digital Well-Composedness in n-D. J. Math. Imaging Vis. 64(2): 131-150 (2022) - [j24]Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo
Topology-based representative datasets to reduce neural network training resources. Neural Comput. Appl. 34(17): 14397-14413 (2022) - [c35]Darshan Batavia, Rocío González-Díaz, Walter G. Kropatsch:
A Step Towards Learning Contraction Kernels for Irregular Image Pyramid. ICPRAM 2022: 60-70 - 2021
- [j23]Eduardo Paluzo-Hidalgo
Optimizing the Simplicial-Map Neural Network Architecture. J. Imaging 7(9): 173 (2021) - [i21]Rocío González-Díaz, Manuel Soriano-Trigueros
Persistence Partial Matchings Induced by Morphisms between Persistence Modules. CoRR abs/2107.04519 (2021) - [i20]Eduardo Paluzo-Hidalgo, Guillermo Aguirre-Carrazana, Rocío González-Díaz:
Emotion recognition in talking-face videos using persistent entropy and neural networks. CoRR abs/2110.13571 (2021) - 2020
- [j22]Eduardo Paluzo-Hidalgo
Two-hidden-layer feed-forward networks are universal approximators: A constructive approach. Neural Networks 131: 29-36 (2020) - [j21]Nieves Atienza, Rocío González-Díaz
On the stability of persistent entropy and new summary functions for topological data analysis. Pattern Recognit. 107: 107509 (2020) - [j20]Guillaume Damiand
Approximating lower-star persistence via 2D combinatorial map simplification. Pattern Recognit. Lett. 131: 314-321 (2020) - [c34]Nicolas Boutry
Euler Well-Composedness. IWCIA 2020: 3-19 - [c33]Nicolas Boutry, Rocío González-Díaz, Laurent Najman
A 4D Counter-Example Showing that DWCness Does Not Imply CWCness in nD. IWCIA 2020: 73-87 - [c32]Darshan Batavia, Rocío González-Díaz, Walter G. Kropatsch:
Image = Structure + Few Colors. S+SSPR 2020: 365-375
2010 – 2019
- 2019
- [j19]Nicolas Boutry, Rocío González-Díaz, María José Jiménez
Weakly well-composed cell complexes over nD pictures. Inf. Sci. 499: 62-83 (2019) - [j18]Nieves Atienza, Rocío González-Díaz, Matteo Rucco:
Persistent entropy for separating topological features from noise in vietoris-rips complexes. J. Intell. Inf. Syst. 52(3): 637-655 (2019) - [c31]Walter G. Kropatsch, Rocío M. Casablanca, Darshan Batavia, Rocío González-Díaz:
Computing and Reducing Slope Complexes. CTIC 2019: 12-25 - [c30]Guillaume Damiand
Persistent Homology Computation Using Combinatorial Map Simplification. CTIC 2019: 26-39 - [c29]Rocío González-Díaz, Eduardo Paluzo-Hidalgo
Towards Emotion Recognition: A Persistent Entropy Application. CTIC 2019: 96-109 - [c28]Nicolas Boutry, Rocío González-Díaz, María José Jiménez:
One More Step Towards Well-Composedness of Cell Complexes over nD Pictures. DGCI 2019: 101-114 - [c27]Walter G. Kropatsch, Rocío M. Casablanca, Darshan Batavia, Rocío González-Díaz:
On the Space Between Critical Points. DGCI 2019: 115-126 - [c26]Darshan Batavia, Walter G. Kropatsch, Rocío M. Casablanca, Rocío González-Díaz:
Congratulations! Dual Graphs Are Now Orientated! GbRPR 2019: 131-140 - [i19]Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo:
Representative Datasets: The Perceptron Case. CoRR abs/1903.08519 (2019) - [i18]Javier Lamar-León, Rocío González-Díaz, Edel B. García Reyes:
Topological signature for periodic motion recognition. CoRR abs/1904.06210 (2019) - [i17]Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo:
Two-hidden-layer Feedforward Neural Networks are Universal Approximators: A Constructive Approach. CoRR abs/1907.11457 (2019) - [i16]Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo:
Towards a Philological Metric through a Topological Data Analysis Approach. CoRR abs/1912.09253 (2019) - 2018
- [j17]Rocío González-Díaz, Eduardo Paluzo-Hidalgo
Representative datasets for neural networks. Electron. Notes Discret. Math. 68: 89-94 (2018) - [j16]Nieves Atienza
A new entropy based summary function for topological data analysis. Electron. Notes Discret. Math. 68: 113-118 (2018) - [j15]Rocío González-Díaz, Maria Jose Jimenez
Topological tracking of connected components in image sequences. J. Comput. Syst. Sci. 95: 134-142 (2018) - [i15]Rocío González-Díaz, María José Jiménez, Belén Medrano:
Topological Tracking of Connected Components in Image Sequences. CoRR abs/1801.00939 (2018) - [i14]Nieves Atienza, Rocío González-Díaz, M. Soriano-Trigueros:
On the stability of persistent entropy and new summary functions for TDA. CoRR abs/1803.08304 (2018) - [i13]Rocío González-Díaz, Eduardo Paluzo-Hidalgo, José F. Quesada:
Towards Emotion Recognition: A Persistent Entropy Application. CoRR abs/1811.09607 (2018) - 2017
- [j14]Rocío González-Díaz, Maria Jose Jimenez
Efficiently Storing Well-Composed Polyhedral Complexes Computed Over 3D Binary Images. J. Math. Imaging Vis. 59(1): 106-122 (2017) - [j13]Matteo Rucco, Rocío González-Díaz, Maria Jose Jimenez
A new topological entropy-based approach for measuring similarities among piecewise linear functions. Signal Process. 134: 130-138 (2017) - [i12]Nieves Atienza, Rocío González-Díaz, Matteo Rucco:
Persistent Entropy for Separating Topological Features from Noise in Vietoris-Rips Complexes. CoRR abs/1701.07857 (2017) - [i11]Javier Lamar-León, Raul Alonso Baryolo, Edel B. García Reyes, Rocío González-Díaz:
Persistent-homology-based gait recognition. CoRR abs/1707.06982 (2017) - 2016
- [j12]Martin Cerman, Ines Janusch, Rocío González-Díaz, Walter G. Kropatsch:
Topology-based image segmentation using LBP pyramids. Mach. Vis. Appl. 27(8): 1161-1174 (2016) - [c25]Guillaume Damiand
Parallel Homology Computation of Meshes. CTIC 2016: 53-64 - [c24]Rocío González-Díaz, Maria Jose Jimenez
Encoding Specific 3D Polyhedral Complexes Using 3D Binary Images. DGCI 2016: 268-281 - [c23]Javier Lamar-León
Persistent homology-based gait recognition robust to upper body variations. ICPR 2016: 1083-1088 - [c22]Nieves Atienza, Rocío González-Díaz, Matteo Rucco:
Separating Topological Noise from Features Using Persistent Entropy. STAF Workshops 2016: 3-12 - [i10]Nieves Atienza, Rocío González-Díaz, Matteo Rucco:
Separating Topological Noise from Features using Persistent Entropy. CoRR abs/1605.02885 (2016) - 2015
- [j11]David Coeurjolly
Preface. Discret. Appl. Math. 183: 1 (2015) - [j10]Rocío González-Díaz, María José Jiménez
3D well-composed polyhedral complexes. Discret. Appl. Math. 183: 59-77 (2015) - [j9]Harish Chintakunta, Thanos Gentimis
An entropy-based persistence barcode. Pattern Recognit. 48(2): 391-401 (2015) - [c21]Martin Cerman, Rocío González-Díaz, Walter G. Kropatsch:
LBP and Irregular Graph Pyramids. CAIP (2) 2015: 687-699 - [c20]Rocío González-Díaz, María José Jiménez
Spatiotemporal Barcodes for Image Sequence Analysis. IWCIA 2015: 61-70 - [i9]Matteo Rucco, Rocío González-Díaz, María José Jiménez, Nieves Atienza, Cristina Cristalli, Enrico Concettoni, Andrea Ferrante, Emanuela Merelli:
A new topological entropy-based approach for measuring similarities among piecewise linear functions. CoRR abs/1512.07613 (2015) - 2014
- [j8]Rocío González-Díaz, Javier Lamar
Computing Cup Products in Z2-Cohomology of 3D Polyhedral Complexes. Found. Comput. Math. 14(4): 721-744 (2014) - [c19]Javier Lamar-León
Topological Features for Monitoring Human Activities at Distance. AMMDS 2014: 40-51 - [c18]Javier Lamar-León
Gait-Based Carried Object Detection Using Persistent Homology. CIARP 2014: 836-843 - [i8]Rocío González-Díaz, María José Jiménez, Belén Medrano:
3D Well-composed Polyhedral Complexes. CoRR abs/1403.2980 (2014) - [i7]Guillaume Damiand, Rocío González-Díaz, Samuel Peltier:
Removal and Contraction Operations in nD Generalized Maps for Efficient Homology Computation. CoRR abs/1403.3683 (2014) - 2013
- [c17]Javier Lamar-León
Gait-Based Gender Classification Using Persistent Homology. CIARP (2) 2013: 366-373 - [c16]Rocío González-Díaz, María José Jiménez
Towards Minimal Barcodes. GbRPR 2013: 184-193 - [e1]Rocío González-Díaz, María José Jiménez, Belén Medrano:
Discrete Geometry for Computer Imagery - 17th IAPR International Conference, DGCI 2013, Seville, Spain, March 20-22, 2013. Proceedings. Lecture Notes in Computer Science 7749, Springer 2013, ISBN 978-3-642-37066-3 [contents] - 2012
- [j7]Rocío González-Díaz, Pedro Real Jurado
Computational Topology in Image Context. Pattern Recognit. Lett. 33(11): 1435 (2012) - [c15]Javier Lamar-León
Human Gait Identification Using Persistent Homology. CIARP 2012: 244-251 - [c14]Guillaume Damiand
Removal Operations in nD Generalized Maps for Efficient Homology Computation. CTIC 2012: 20-29 - [i6]Rocío González-Díaz, Javier Lamar, Ronald Umble:
On the Z/2-Cohomology of 3D Polyhedral Approximations. CoRR abs/1207.2346 (2012) - 2011
- [j6]Rocío González-Díaz, Adrian Ion, Mabel Iglesias Ham, Walter G. Kropatsch:
Invariant representative cocycles of cohomology generators using irregular graph pyramids. Comput. Vis. Image Underst. 115(7): 1011-1022 (2011) - [j5]Rocío González-Díaz, María José Jiménez
Cubical cohomology ring of 3D photographs. Int. J. Imaging Syst. Technol. 21(1): 76-85 (2011) - [c13]Rocío González-Díaz, Adrian Ion, María José Jiménez
Incremental-Decremental Algorithm for Computing AT-Models and Persistent Homology. CAIP (1) 2011: 286-293 - [c12]Rocío González-Díaz, María José Jiménez
Well-Composed Cell Complexes. DGCI 2011: 153-162 - [c11]Rocío González-Díaz, Javier Lamar
Cup Products on Polyhedral Approximations of 3D Digital Images. IWCIA 2011: 107-119 - [i5]Rocío González-Díaz, Adrian Ion, Mabel Iglesias Ham, Walter G. Kropatsch:
Invariant Representative Cocycles of Cohomology Generators using Irregular Graph Pyramids. CoRR abs/1105.3559 (2011) - [i4]Rocío González-Díaz, María José Jiménez, Belén Medrano, Pedro Real:
Chain Homotopies for Object Topological Representations. CoRR abs/1105.3620 (2011) - [i3]Rocío González-Díaz, María José Jiménez, Belén Medrano:
Cubical Cohomology Ring of 3D Photographs. CoRR abs/1105.4183 (2011) - [i2]Rocío González-Díaz, Pedro Real:
On the Cohomology of 3D Digital Images. CoRR abs/1105.4477 (2011) - [i1]Rocío González-Díaz, María José Jiménez, Belén Medrano, Pedro Real:
A Tool for Integer Homology Computation: Lambda-At Model. CoRR abs/1105.4480 (2011)
2000 – 2009
- 2009
- [j4]Rocío González-Díaz, María José Jiménez
Chain homotopies for object topological representations. Discret. Appl. Math. 157(3): 490-499 (2009) - [j3]Rocío González-Díaz, María José Jiménez
A tool for integer homology computation: lambda-AT-model. Image Vis. Comput. 27(7): 837-845 (2009) - [c10]Rocío González-Díaz, Adrian Ion, Mabel Iglesias Ham, Walter G. Kropatsch:
Irregular Graph Pyramids and Representative Cocycles of Cohomology Generators. GbRPR 2009: 263-272 - [c9]Rocío González-Díaz, María José Jiménez, Belén Medrano:
Cohomology Ring of 3D Cubical Complexes. IWCIA Special Track on Applications 2009: 139-150 - 2008
- [c8]Rocío González-Díaz, María José Jiménez
Integral Operators for Computing Homology Generators at Any Dimension. CIARP 2008: 356-363 - 2007
- [c7]Rocío González-Díaz, María José Jiménez, Belén Medrano, Pedro Real
A Graph-with-Loop Structure for a Topological Representation of 3D Objects. CAIP 2007: 506-513 - [c6]Rocío González-Díaz, María José Jiménez, Belén Medrano, Pedro Real
Extending the Notion of AT-Model for Integer Homology Computation. GbRPR 2007: 330-339 - 2006
- [c5]Rocío González-Díaz, Belén Medrano, Javier Sánchez-Peláez, Pedro Real
Simplicial Perturbation Techniques and Effective Homology. CASC 2006: 166-177 - [c4]Rocío González-Díaz, Belén Medrano, Javier Sánchez-Peláez, Pedro Real
Reusing Integer Homology Information of Binary Digital Images. DGCI 2006: 199-210 - 2005
- [j2]Rocío González-Díaz, Pedro Real
On the cohomology of 3D digital images. Discret. Appl. Math. 147(2-3): 245-263 (2005) - [j1]Rocío González-Díaz, Pedro Real
Simplification techniques for maps in simplicial topology. J. Symb. Comput. 40(4-5): 1208-1224 (2005) - [c3]Rocío González-Díaz, Belén Medrano
Algebraic Topological Analysis of Time-Sequence of Digital Images. CASC 2005: 208-219 - 2003
- [c2]Rocío González-Díaz, Pedro Real
Towards Digital Cohomology. DGCI 2003: 92-101
1990 – 1999
- 1999
- [c1]Rocío González-Díaz, Pedro Real
Computing Cocycles on Simplicial Complexes. CASC 1999: 177-190
Coauthor Index
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