Leonardo Franco

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Jose Manuel Jerez AragonesCatedrático de Universidad. Universidad de MálagaVerified email at uma.es
Daniel Urda MuñozAssistant Professor, Universidad de BurgosVerified email at ubu.es
Edmund T RollsOxford Centre for Computational Neuroscience and University of WarwickVerified email at oxcns.org
Francisco Ortega-ZamoranoUniversidad de MálagaVerified email at lcc.uma.es
Gómez Iprofesor Lenguajes y Ciencias de la ComputaciónVerified email at lcc.uma.es
Sergio Alejandro CannasProfesor de Física, Universidad Nacional de CórdobaVerified email at famaf.unc.edu.ar
Gustavo E. JuarezUniversidad Nacional de Tucuman - Universidad Tecnologica NacionalVerified email at herrera.unt.edu.ar
Rafael Marcos Luque BaenaUniversidad de MálagaVerified email at lcc.uma.es
Pedro J. García-LaencinaFull-time Senior Lecturer and Researcher at Centro Universitario de la Defensa de San Javier (Spain)Verified email at cud.upct.es
Veredas, F.J.Lenguajes y Ciencias de la ComputaciónVerified email at uma.es
Cristian Rodriguez RiveroAssociate Professor in AIVerified email at upc.edu
QA Analyst Tester - Paula OtañoUniversidad Tecnologica Nacional - Facultad Regional CordobaVerified email at sistemas.frc.utn.edu.ar
Julián A. PuchetaProfessor of Electrical Engineering, National University of CordobaVerified email at unc.edu.ar
Alessandro TrevesSISSA, Oxford, Jerusalem, Roma, +Trondheim, AgderVerified email at sissa.it
Ignacio J. Turias DominguezCatedrático de Universidad - Full ProfessorVerified email at gm.uca.es
David Elizondo, D. Elizondo, D. A. Eliz...De Montfort University, University of Georgia, Universite Louis PasteurVerified email at dmu.ac.uk
Héctor Mesa JiménezVerified email at gm.uca.es
ALVARO DAVID ORJUELA-CAÑÓN /o...Universidad del Rosario. Escuela de Medicina y Ciencias de la Salud. Ingeniería BiomédicaVerified email at urosario.edu.co
Juan Jesús Ruiz AguilarUniversity of CadizVerified email at gm.uca.es
Jose Antonio Moscoso LopezProfesor Ingeniería e Infraestructura de los Transportes. Universidad de CádizVerified email at uca.es

Leonardo Franco

Full Professor - Malaga University - Spain

Verified email at lcc.uma.es - Homepage

artificial intelligence deep learning neural networks data mining smart sensors


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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	712	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	198	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	190	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	159	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	135	2013
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	105	2015
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
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	94	2020
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	89	2001
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
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	63	2009
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	61	2017
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
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	47	2012

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