Efficient implementation of the backpropagation algorithm in FPGAs and microcontrollers F Ortega-Zamorano, JM Jerez, DU Munoz, RM Luque-Baena, L Franco IEEE transactions on neural networks and learning systems 27 (9), 1840-1850, 2015 | 98 | 2015 |
Wound image evaluation with machine learning FJ Veredas, RM Luque-Baena, FJ Martín-Santos, JC Morilla-Herrera, ... Neurocomputing 164, 112-122, 2015 | 84 | 2015 |
Foreground detection in video sequences with probabilistic self-organizing maps E López-Rubio, RM Luque-Baena, E Dominguez International Journal of Neural Systems 21 (03), 225-246, 2011 | 83 | 2011 |
Vehicle type detection by ensembles of convolutional neural networks operating on super resolved images MA Molina-Cabello, RM Luque-Baena, E Lopez-Rubio, ... Integrated Computer-Aided Engineering 25 (4), 321-333, 2018 | 76 | 2018 |
Assessment of geometric features for individual identification and verification in biometric hand systems RM Luque-Baena, D Elizondo, E López-Rubio, EJ Palomo, T Watson Expert systems with applications 40 (9), 3580-3594, 2013 | 67 | 2013 |
Application of growing hierarchical SOM for visualisation of network forensics traffic data EJ Palomo, J North, D Elizondo, RM Luque, T Watson Neural Networks 32, 275-284, 2012 | 49 | 2012 |
A neural network approach for video object segmentation in traffic surveillance RM Luque, E Dominguez, EJ Palomo, J Muñoz Image Analysis and Recognition: 5th International Conference, ICIAR 2008 …, 2008 | 46 | 2008 |
Study and classification of plum varieties using image analysis and deep learning techniques FJ Rodríguez, A García, PJ Pardo, F Chávez, RM Luque-Baena Progress in Artificial Intelligence 7, 119-127, 2018 | 44 | 2018 |
Stochastic approximation for background modelling E López-Rubio, RM Luque-Baena Computer Vision and Image Understanding 115 (6), 735-749, 2011 | 42 | 2011 |
A new GHSOM model applied to network security EJ Palomo, E Domínguez, RM Luque, J Muñoz Artificial Neural Networks-ICANN 2008: 18th International Conference, Prague …, 2008 | 35 | 2008 |
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 | 34 | 2014 |
Foreground detection by competitive learning for varying input distributions E López-Rubio, MA Molina-Cabello, RM Luque-Baena, E Domínguez International journal of neural systems 28 (05), 1750056, 2018 | 33 | 2018 |
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 |
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 | 33 | 2013 |
An intrusion detection system based on hierarchical self-organization EJ Palomo, E Domínguez, RM Luque, J Muñoz Proceedings of the International Workshop on Computational Intelligence in …, 2009 | 26 | 2009 |
An ART-type network approach for video object detection. RM Luque, E Domínguez, EJ Palomo, J Munoz ESANN, 2010 | 24 | 2010 |
Video object segmentation with multivalued neural networks RM Luque, D López-Rodríguez, E Merida-Casermeiro, EJ Palomo 2008 Eighth International Conference on Hybrid Intelligent Systems, 613-618, 2008 | 24 | 2008 |
Foreground detection by probabilistic modeling of the features discovered by stacked denoising autoencoders in noisy video sequences J García-González, JM Ortiz-de-Lazcano-Lobato, RM Luque-Baena, ... Pattern Recognition Letters 125, 481-487, 2019 | 23 | 2019 |
A self-organizing map to improve vehicle detection in flow monitoring systems RM Luque-Baena, E López-Rubio, E Domínguez, EJ Palomo, JM Jerez Soft Computing 19, 2499-2509, 2015 | 23 | 2015 |
Saving energy in WSNs with beamforming J Valenzuela-Valdes, F Luna, RM Luque-Baena, P Padilla 2014 IEEE 3rd International Conference on Cloud Networking (CloudNet), 255-260, 2014 | 20 | 2014 |