18 citations · 23 across the 4 of their papers we have counts for
4 papers
A two-stage algorithm in evolutionary product unit neural networks for classification
Antonio J. Tallón-Ballesteros, César Hervás-Martínez
This paper presents a procedure to add broader diversity at the beginning of the evolutionary process. It consists of creating two initial populations with different parameter sett…
Validation of artificial neural networks to model the acoustic behaviour of induction motors
F. J. Jimenez-Romero, D. Guijo-Rubio, F. R. Lara-Raya +2
In the last decade, the sound quality of electric induction motors is a hot topic in the research field. Specially, due to its high number of applications, the population is expose…
A hybrid feature learning approach based on convolutional kernels for ATM fault prediction using event-log data
Víctor Manuel Vargas, Riccardo Rosati, César Hervás-Martínez +3
Predictive Maintenance (PdM) methods aim to facilitate the scheduling of maintenance work before equipment failure. In this context, detecting early faults in automated teller mach…
Distribution of the search of evolutionary product unit neural networks for classification
A. J. Tallón-Ballesteros, P. A. Gutiérrez-Peña, C. Hervás-Martínez
This paper deals with the distributed processing in the search for an optimum classification model using evolutionary product unit neural networks. For this distributed search we u…