7 citations · 7 across the 3 of their papers we have counts for
3 papers
Dynamic Price of Parking Service based on Deep Learning
Alejandro Luque-Cerpa, Miguel A. Gutiérrez-Naranjo, Miguel Cárdenas-Montes
The improvement of air-quality in urban areas is one of the main concerns of public government bodies. This concern emerges from the evidence between the air quality and the public…
Summary and Distance between Sets of Texts based on Topological Data Analysis
Eduardo Paluzo-Hidalgo, Rocio Gonzalez-Diaz, Miguel A. Gutiérrez-Naranjo
In this paper, we use topological data analysis (TDA) tools such as persistent homology, persistent entropy and bottleneck distance, to provide a {\it TDA-based summary} of any giv…
Topology-based Representative Datasets to Reduce Neural Network Training Resources
Rocio Gonzalez-Diaz, Miguel A. Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo
One of the main drawbacks of the practical use of neural networks is the long time required in the training process. Such a training process consists of an iterative change of para…