| 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 | 194 | 2018 |
| 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 | 129 | 2020 |
| 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 | 124 | 2021 |
| 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 | 122 | 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 | 104 | 2015 |
| 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 | 69 | 2021 |
| 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 | 60 | 2017 |
| 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 | 36 | 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 | 36 | 2013 |
| 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 | 34 | 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 | 33 | 2014 |
| 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 | 20 | 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 | 17 | 2021 |
| 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 | 17 | 2021 |
| 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 | 17 | 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 | 17 | 2012 |
| 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 | 13 | 2012 |
| 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 | 12 | 2022 |
| 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 | 11* | 2022 |
| 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 | 11 | 2020 |
Jose Manuel Jerez AragonesCatedrático de Universidad. Universidad de MálagaVerified email at uma.es
