Missing data imputation using statistical and machine learning methods in a real breast cancer problem JM Jerez, I Molina, PJ García-Laencina, E Alba, N Ribelles, M Martín, ... Artificial intelligence in medicine 50 (2), 105-115, 2010 | 667 | 2010 |
Forward noise adjustment scheme for data augmentation FJ Moreno-Barea, F Strazzera, JM Jerez, D Urda, L Franco 2018 IEEE symposium series on computational intelligence (SSCI), 728-734, 2018 | 172 | 2018 |
Improving classification accuracy using data augmentation on small data sets FJ Moreno-Barea, JM Jerez, L Franco Expert Systems with Applications 161, 113696, 2020 | 157 | 2020 |
Object, space, and object-space representations in the primate hippocampus ET Rolls, J Xiang, L Franco Journal of neurophysiology 94 (1), 833-844, 2005 | 155 | 2005 |
Pattern of recurrence of early breast cancer is different according to intrinsic subtype and proliferation index N Ribelles, L Perez-Villa, JM Jerez, B Pajares, L Vicioso, B Jimenez, ... Breast Cancer Research 15, 1-16, 2013 | 130 | 2013 |
Neuronal selectivity, population sparseness, and ergodicity in the inferior temporal visual cortex L Franco, ET Rolls, NC Aggelopoulos, JM Jerez Biological cybernetics 96, 547-560, 2007 | 103 | 2007 |
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 | 100 | 2015 |
Object perception in natural scenes: encoding by inferior temporal cortex simultaneously recorded neurons NC Aggelopoulos, L Franco, ET Rolls Journal of neurophysiology 93 (3), 1342-1357, 2005 | 87 | 2005 |
A neural network facial expression recognition system using unsupervised local processing L Franco, A Treves ISPA 2001. Proceedings of the 2nd International Symposium on Image and …, 2001 | 87 | 2001 |
Transfer learning with convolutional neural networks for cancer survival prediction using gene-expression data G Lopez-Garcia, JM Jerez, L Franco, FJ Veredas PloS one 15 (3), e0230536, 2020 | 84 | 2020 |
An information theoretic approach to the contributions of the firing rates and the correlations between the firing of neurons ET Rolls, L Franco, NC Aggelopoulos, S Reece Journal of neurophysiology 89 (5), 2810-2822, 2003 | 82 | 2003 |
Layer multiplexing FPGA implementation for deep back-propagation learning F Ortega-Zamorano, JM Jerez, I Gómez, L Franco Integrated Computer-Aided Engineering 24 (2), 171-185, 2017 | 81 | 2017 |
Information encoding in the inferior temporal visual cortex: contributions of the firing rates and the correlations between the firing of neurons ET Rolls, NC Aggelopoulos, L Franco, A Treves Biological Cybernetics 90, 19-32, 2004 | 71 | 2004 |
Improvement of breast cancer relapse prediction in high risk intervals using artificial neural networks JM Jerez, L Franco, E Alba, A Llombart-Cussac, A Lluch, N Ribelles, ... Breast cancer research and treatment 94, 265-272, 2005 | 69 | 2005 |
A new decomposition algorithm for threshold synthesis and generalization of boolean functions JL Subirats, JM Jerez, L Franco IEEE Transactions on Circuits and Systems I: Regular Papers 55 (10), 3188-3196, 2008 | 65 | 2008 |
Prediction of subjective affective state from brain activations ET Rolls, F Grabenhorst, L Franco Journal of Neurophysiology 101 (3), 1294-1308, 2009 | 61 | 2009 |
The use of decoding to analyze the contribution to the information of the correlations between the firing of simultaneously recorded neurons L Franco, ET Rolls, NC Aggelopoulos, A Treves Experimental Brain Research 155, 370-384, 2004 | 56 | 2004 |
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 | 55 | 2017 |
Neural network architecture selection: can function complexity help? I Gómez, L Franco, JM Jerez Neural Processing Letters 30, 71-87, 2009 | 53 | 2009 |
C-Mantec: A novel constructive neural network algorithm incorporating competition between neurons JL Subirats, L Franco, JM Jerez Neural Networks 26, 130-140, 2012 | 46 | 2012 |