A multi-objective micro genetic ELM algorithm

D Lahoz, B Lacruz, PM Mateo - Neurocomputing, 2013 - Elsevier
The extreme learning machine (ELM) is a methodology for learning single-hidden layer
feedforward neural networks (SLFN) which has been proved to be extremely fast and to provide …

[PDF][PDF] A MLP neural network to predict the wind speed and direction at Zaragoza

D Lahoz, M San Miguel - Monografías del Seminario Matemático …, 2006 - pcmap.unizar.es
In this work a Multi-Layer Perceptron (MLP) Neural Network to predict the wind direction and
speed at Zaragoza is introduced. The model predicts there two variables, wind speed and …

A bi-objective micro genetic extreme learning machine

D Lahoz, B Lacruz, PM Mateo - 2011 IEEE workshop on hybrid …, 2011 - ieeexplore.ieee.org
The Extreme Learning Machine (ELM) is a recent algorithm for training single-hidden layer
feedforward neural networks (SLFN) which has shown promising results when compared …

[HTML][HTML] Incremental Non-Dominated Sorting algorithms based on Irreducible Domination Graphs

PM Mateo, D Lahoz, I Alberto - Applied Soft Computing, 2022 - Elsevier
Non-Dominated Sorting process, NDS, plays an important role in Pareto based Evolutionary
Multi-Objective Optimization Algorithms and it is one of the most time consuming tasks, …

Neural network ensembles for classification problems using multiobjective genetic algorithms

D Lahoz, P Mateo - Artificial Neural Networks-ICANN 2008: 18th …, 2008 - Springer
In this work a Multiobjective Genetic Algorithm is developed in order to obtain an appropriate
ensemble of neural networks. The algorithm does not use any back-propagation method. …

Análisis de modelos computacionales para la respuesta de tanques afectados por un incendio

D Andrés Lahoz - 2019 - upcommons.upc.edu
Las instalaciones de tanques de gas licuado de propano (GLP) para uso doméstico y/o
comercial a pequeña escala son muy comunes en interfaces urbano-forestales (IUF). Este tipo …

μG2-ELM: An upgraded implementation of μ G-ELM

B Lacruz, D Lahoz, PM Mateo - Neurocomputing, 2016 - Elsevier
μG-ELM is a multiobjective evolutionary algorithm which looks for the best (in terms of the
MSE) and most compact artificial neural network using the ELM methodology. In this work we …

Inhibition of Ras-Induced Proliferation and Cellular Transformation by p16INK4

M Serrano, E Gomez-Lahoz, RA DePinho, D Beach… - Science, 1995 - science.org
The cyclin-dependent kinase 4 (CDK4) regulates progression through the G 1 phase of the
cell cycle. The activity of CDK4 is controlled by the opposing effects of the D-type cyclin, an …

Banach lattice AM-algebras

D Muñoz-Lahoz, P Tradacete - arXiv preprint arXiv:2409.18500, 2024 - arxiv.org
An analogue of Kakutani's representation theorem for Banach lattice algebras is provided.
We characterize Banach lattice algebras that embed as a closed sublattice-algebra of $C(K)$ …

[PDF][PDF] Programación lineal entera

P Mateo, D Lahoz - 2009 - ocw.unizar.es
Con el término Programación lineal entera,(PLE), nos referiremos al siguiente tipo de
problemas: problemas que formalmente son problemas de programación lineal, máx/mın Z …