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Daniel Urda Muñoz
Daniel Urda Muñoz
Assistant Professor, Universidad de Burgos
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Año
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
1622018
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
1102017
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
1062020
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
1002015
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
922021
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
602021
Deep learning to analyze RNA-seq gene expression data
D Urda, J Montes-Torres, F Moreno, L Franco, JM Jerez
Advances in Computational Intelligence: 14th International Work-Conference …, 2017
542017
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, 1-18, 2014
362014
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
342013
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
332014
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
332013
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
172021
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
162021
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
162010
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
152021
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
142012
Energy-efficient reprogramming in wsn using constructive neural networks.
D Urda, E Cañete, JL Subirats Contreras, L Franco, LM Llopis-Torres, ...
International Journal of Innovative Computing, Information and Control, 2012
132012
An Intelligent Visualisation Tool to Analyse the Sustainability of Road Transportation
C Alonso de Armiño, D Urda, R Alcalde, S García, Á Herrero
Sustainability 14 (2), 777, 2022
10*2022
Improving the Reliability of Network Intrusion Detection Systems through Dataset Integration
R Magán-Carrión, D Urda, I Diaz-Cano, B Dorronsoro
IEEE Transactions on Emerging Topics in Computing 10 (4), 1717-1732, 2022
92022
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
92020
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