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Antonio J. Serrano López
Antonio J. Serrano López
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Title
Cited by
Cited by
Year
A finite element-based machine learning approach for modeling the mechanical behavior of the breast tissues under compression in real-time
F Martínez-Martínez, MJ Rupérez-Moreno, M Martínez-Sober, ...
Computers in biology and medicine 90, 116-124, 2017
1302017
Prediction of cyclosporine dosage in patients after kidney transplantation using neural networks
G Camps-Valls, B Porta-Oltra, E Soria-Olivas, JD Martín-Guerrero, ...
IEEE Transactions on Biomedical Engineering 50 (4), 442-448, 2003
682003
A framework for modelling the biomechanical behaviour of the human liver during breathing in real time using machine learning
D Lorente, F Martínez-Martínez, MJ Rupérez, MA Lago, M Martínez-Sober, ...
Expert Systems with Applications 71, 342-357, 2017
642017
A low-complexity fuzzy activation function for artificial neural networks
E Soria-Olivas, JD Martín-Guerrero, G Camps-Valls, AJ Serrano-López, ...
IEEE Transactions on Neural Networks 14 (6), 1576-1579, 2003
612003
Dosage individualization of erythropoietin using a profile-dependent support vector regression
JD Martín-Guerrero, G Camps-Valls, E Soria-Olivas, AJ Serrano-López, ...
IEEE Transactions on Biomedical Engineering 50 (10), 1136-1142, 2003
552003
Machine learning for mortality analysis in patients with COVID-19
M Sánchez-Montañés, P Rodríguez-Belenguer, AJ Serrano-López, ...
International journal of environmental research and public health 17 (22), 8386, 2020
512020
Use of neural networks for dosage individualisation of erythropoietin in patients with secondary anemia to chronic renal failure
JDM Guerrero, ES Olivas, GC Valls, AJS López, JJP Ruixo, NVJ Torres
Computers in Biology and Medicine 33 (4), 361-373, 2003
482003
Approaching sales forecasting using recurrent neural networks and transformers
I Vallés-Pérez, E Soria-Olivas, M Martínez-Sober, AJ Serrano-López, ...
Expert Systems with Applications 201, 116993, 2022
422022
Profiled support vector machines for antisense oligonucleotide efficacy prediction
G Camps-Valls, AM Chalk, AJ Serrano-López, JD Martín-Guerrero, ...
BMC bioinformatics 5, 1-9, 2004
352004
Analysis of computer user behavior, security incidents and fraud using Self-Organizing Maps
AU López, F Mateo, J Navío-Marco, JM Martínez-Martínez, ...
Computers & Security 83, 38-51, 2019
312019
Modelling net radiation at surface using “in situ” netpyrradiometer measurements with artificial neural networks
A Geraldo-Ferreira, E Soria-Olivas, J Gómez-Sanchis, AJ Serrano-López, ...
Expert Systems with Applications 38 (11), 14190-14195, 2011
262011
Machine learning for modeling the biomechanical behavior of human soft tissue
JD Martin-Guerrero, MJ Ruperez-Moreno, F Martinez-Martinez, ...
2016 IEEE 16th international conference on data mining workshops (ICDMW …, 2016
252016
Self-Organising Maps: A new way to screen the level of satisfaction of dialysis patients
JDM Guerrero, D Marcelli, E Soria-Olivas, F Mari, JM Martínez-Martínez, ...
Expert systems with applications 39 (10), 8793-8798, 2012
222012
Web mining based on Growing Hierarchical Self-Organizing Maps: Analysis of a real citizen web portal
A Soriano-Asensi, JD Martín-Guerrero, E Soria-Olivas, A Palomares, ...
Expert Systems with Applications 34 (4), 2988-2994, 2008
222008
Steady-state and tracking analysis of a robust adaptive filter with low computational cost
E Soria-Olivas, JD Martín-Guerrero, AJ Serrano-López, J Calpe-Maravilla, ...
Signal Processing 87 (1), 210-215, 2007
212007
Regularized RBF networks for hyperspectral data classification
G Camps-Valls, AJ Serrano-López, L Gómez-Chova, JD Martín-Guerrero, ...
Image Analysis and Recognition: International Conference, ICIAR 2004, Porto …, 2004
202004
Empirical study of the modulus as activation function in computer vision applications
I Vallés-Pérez, E Soria-Olivas, M Martínez-Sober, AJ Serrano-López, ...
Engineering Applications of Artificial Intelligence 120, 105863, 2023
162023
A new visualization tool for data mining techniques
JM Martínez-Martínez, P Escandell-Montero, E Soria-Olivas, ...
Progress in Artificial Intelligence 5, 137-154, 2016
112016
Applicability of probabilistic graphical models for early detection of SARS-CoV-2 reactive antibodies after SARS-CoV-2 vaccination in hematological patients
JL Piñana, P Rodríguez-Belenguer, D Caballero, R Martino, ...
Annals of Hematology 101 (9), 2053-2067, 2022
92022
Modifications on regularity and spectrum of ventricular fibrillation signal induced by physical training
J Guerrero, A Rosado-Muñoz, AJ Serrano, M Bataller, J Chorro, ...
2009 36th Annual Computers in Cardiology Conference (CinC), 321-324, 2009
92009
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