Daniel Urda Muñoz
Daniel Urda Muñoz
Assistant Professor, Universidad de Burgos
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Forward Noise Adjustment Scheme for Data Augmentation
FJ Moreno-Barea, F Strazzera, JM Jerez, D Urda, L Franco
IEEE Symposium Series on Computational Intelligence (SSCI), 2018
IgG glycan patterns are associated with type 2 diabetes in independent European populations
RFH Lemmers, M Vilaj, D Urda, F Agakov, M Šimurina, L Klaric, I Rudan, ...
Biochimica et Biophysica Acta (BBA)-General Subjects 1861 (9), 2240-2249, 2017
Efficient implementation of the backpropagation algorithm in FPGAs and microcontrollers
F Ortega-Zamorano, JM Jerez, DU Muñoz, RM Luque-Baena, L Franco
IEEE transactions on neural networks and learning systems 27 (9), 1840-1850, 2015
Towards a Reliable Comparison and Evaluation of Network Intrusion Detection Systems Based on Machine Learning Approaches
R Magán-Carrión, D Urda, I Díaz-Cano, B Dorronsoro
Applied Sciences 10 (5), 2020
2019 International Joint Conference on Neural Networks (IJCNN)
G López-García, JM Jerez, D Urda, FJ Veredas
IEEE,, 2019
Advanced machine learning techniques for fake news (online disinformation) detection: a systematic mapping study
M Choraś, K Demestichas, A Giełczyk, Á Herrero, P Ksieniewicz, ...
Applied Soft Computing 101, 107050, 2021
A permutation entropy-based EMD–ANN forecasting ensemble approach for wind speed prediction
JJ Ruiz-Aguilar, I Turias, J González-Enrique, D Urda, D Elizondo
Neural Computing and Applications 33 (7), 2369-2391, 2021
Deep learning to analyze RNA-seq gene expression data
D Urda, J Montes-Torres, F Moreno, L Franco, JM Jerez
International work-conference on artificial neural networks, 50-59, 2017
Analysis of cancer microarray data using constructive neural networks and genetic algorithms
RM Luque-Baena, D Urda, JL Subirats, L Franco, JM Jerez
Proceedings of the IWBBIO, international work-conference on bioinformatics …, 2013
Robust gene signatures from microarray data using genetic algorithms enriched with biological pathway keywords
RM Luque-Baena, D Urda, MG Claros, L Franco, JM Jerez
Journal of biomedical informatics 49, 32-44, 2014
Application of genetic algorithms and constructive neural networks for the analysis of microarray cancer data
RM Luque-Baena, D Urda, JL Subirats, L Franco, JM Jerez
Theoretical Biology and Medical Modelling 11 (1), 1-18, 2014
Addressing critical issues in the development of an oncology information system
D Urda, N Ribelles, JL Subirats, L Franco, E Alba, JM Jerez
International journal of medical informatics 82 (5), 398-407, 2013
Energy-efficient reprogramming in WSN using constructive neural networks
D Urda, E Canete, JL Subirats, L Franco, L Llopis, JM Jerez
International journal of Innovative computing, Information and control 8 (11 …, 2012
A comparison of ranking filter methods applied to the estimation of NO2 concentrations in the Bay of Algeciras (Spain)
J González-Enrique, JJ Ruiz-Aguilar, JA Moscoso-López, D Urda, ...
Stochastic Environmental Research and Risk Assessment, 2021
Improving Motivation in Learning Programming Skills for EngineeringStudents
JM Jerez, D Bueno, I Molina, D Urda, L Franco
International Journal of Engineering Education 28 (1), 202, 2012
Galén: Sistema de Información para la gestión y coordinación de procesos en un servicio de Oncología
N Ribelles, JM Jerez, D Urda, JL Subirats, A Márquez, C Quero, E Torres, ...
FeSalud [Internet] 6, 21, 2010
Artificial Neural Networks, Sequence-to-Sequence LSTMs, and Exogenous Variables as Analytical Tools for NO2 (Air Pollution) Forecasting: A Case Study in the Bay of Algeciras …
J González-Enrique, JJ Ruiz-Aguilar, JA Moscoso-López, D Urda, L Deka, ...
Sensors 21 (5), 1770, 2021
Constructive neural networks to predict breast cancer outcome by using gene expression profiles
D Urda, J Subirats, L Franco, J Jerez
Trends in Applied Intelligent Systems, 317-326, 2010
A machine learning-based forecasting system of perishable cargo flow in maritime transport
JA Moscoso-López, D Urda, JJ Ruiz-Aguilar, J Gonzalez-Enrique, ...
Neurocomputing 452, 487-497, 2021
Hourly Air Quality Index (AQI) Forecasting Using Machine Learning Methods
JA Moscoso-López, D Urda, J González-Enrique, JJ Ruiz-Aguilar, ...
15th International Conference on Soft Computing Models in Industrial and …, 2020
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