Rocio Gonzalez-Diaz | DeepAI

AI Chat

Featured Co-authors

Eduardo Paluzo-Hidalgo
6 publications
Miguel A. Gutiérrez-Naranjo
6 publications
Matteo Rucco
4 publications
Maria Jose Jimenez
3 publications
Belen Medrano
3 publications
Edel Garcia-Reyes
3 publications
Pedro Real
2 publications
Adrian Ion
2 publications
Walter G. Kropatsch
2 publications
Guillermo Aguirre-Carrazana
1 publication
Javier Lamar-Leon
1 publication

∙ 06/04/2023

A Topological Approach to Measuring Training Data Quality

Data quality is crucial for the successful training, generalization and ...

0 Álvaro Torras-Casas, et al. ∙

∙ 05/29/2023

Explainability in Simplicial Map Neural Networks

Simplicial map neural networks (SMNNs) are topology-based neural network...

0 Eduardo Paluzo-Hidalgo, et al. ∙

∙ 10/26/2021

Emotion recognition in talking-face videos using persistent entropy and neural networks

The automatic recognition of a person's emotional state has become a ver...

7 Eduardo Paluzo-Hidalgo, et al. ∙

∙ 12/19/2019

Towards a Philological Metric through a Topological Data Analysis Approach

The canon of the baroque Spanish literature has been thoroughly studied ...

0 Eduardo Paluzo-Hidalgo, et al. ∙

∙ 07/26/2019

Two-hidden-layer Feedforward Neural Networks are Universal Approximators: A Constructive Approach

It is well known that Artificial Neural Networks are universal approxima...

0 Rocio Gonzalez-Diaz, et al. ∙

∙ 04/11/2019

Topological signature for periodic motion recognition

In this paper, we present an algorithm that computes the topological sig...

0 Javier Lamar-Leon, et al. ∙

∙ 03/20/2019

Representative Datasets: The Perceptron Case

One of the main drawbacks of the practical use of neural networks is the...

0 Rocio Gonzalez-Diaz, et al. ∙

∙ 01/03/2018

Topological Tracking of Connected Components in Image Sequences

Persistent homology provides information about the lifetime of homology ...

0 Rocio Gonzalez-Diaz, et al. ∙

∙ 01/18/2017

Persistent Entropy for Separating Topological Features from Noise in Vietoris-Rips Complexes

Persistent homology studies the evolution of k-dimensional holes along a...

0 Nieves Atienza, et al. ∙

∙ 05/23/2011

A Tool for Integer Homology Computation: Lambda-At Model

In this paper, we formalize the notion of lambda-AT-model (where λ is a ...

0 Rocio Gonzalez-Diaz, et al. ∙

∙ 05/23/2011

On the Cohomology of 3D Digital Images

We propose a method for computing the cohomology ring of three--dimensio...

0 Rocio Gonzalez-Diaz, et al. ∙

∙ 05/20/2011

Cubical Cohomology Ring of 3D Photographs

Cohomology and cohomology ring of three-dimensional (3D) objects are top...

0 Rocio Gonzalez-Diaz, et al. ∙

∙ 05/18/2011

Invariant Representative Cocycles of Cohomology Generators using Irregular Graph Pyramids

Structural pattern recognition describes and classifies data based on th...

0 Rocio Gonzalez-Diaz, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world