| 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 | 113 | 2017 |
| 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 | 65 | 2003 |
| 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 | 61 | 2003 |
| 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 | 56 | 2017 |
| 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 | 55 | 2003 |
| 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 | 49 | 2020 |
| 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 | 47 | 2003 |
| 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 | 35 | 2004 |
| 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 | 30 | 2019 |
| 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 | 29 | 2022 |
| 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 | 24 | 2011 |
| 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 | 22 | 2012 |
| 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 | 21 | 2016 |
| 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 | 21 | 2008 |
| 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 | 21 | 2007 |
| 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 | 20 | 2004 |
| 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 | 11 | 2023 |
| 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 | 11 | 2016 |
| 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 | 9 | 2009 |
| Application of machine learning techniques to analyse the effects of physical exercise in ventricular fibrillation J Caravaca, E Soria-Olivas, M Bataller, AJ Serrano, L Such-Miquel, ... Computers in Biology and Medicine 45, 1-7, 2014 | 8 | 2014 |
