José D. Martin-Guerrero
José D. Martin-Guerrero
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Robust support vector method for hyperspectral data classification and knowledge discovery
G Camps-Valls, L Gómez-Chova, J Calpe-Maravilla, JD Martín-Guerrero, ...
IEEE Transactions on Geoscience and Remote sensing 42 (7), 1530-1542, 2004
Making machine learning models interpretable.
A Vellido, JD Martín-Guerrero, PJG Lisboa
ESANN 12, 163-172, 2012
Handbook of research on machine learning applications and trends: Algorithms, methods and techniques-2 volumes
ES Olivas, JDM Guerrero, MM Sober, JRM Benedito, AJS Lopez
Information Science Reference-Imprint of: IGI Publishing, 2009
Regularized extreme learning machine for regression problems
JM MartíNez-MartíNez, P Escandell-Montero, E Soria-Olivas, ...
Neurocomputing 74 (17), 3716-3721, 2011
Neural networks for analysing the relevance of input variables in the prediction of tropospheric ozone concentration
J Gomez-Sanchis, JD Martín-Guerrero, E Soria-Olivas, J Vila-Francés, ...
Atmospheric Environment 40 (32), 6173-6180, 2006
Detecting rottenness caused by Penicillium genus fungi in citrus fruits using machine learning techniques
J Gómez-Sanchis, JD Martín-Guerrero, E Soria-Olivas, M Martínez-Sober, ...
Expert Systems with Applications 39 (1), 780-785, 2012
Support vector machines for crop classification using hyperspectral data
G Camps-Valls, L Gómez-Chova, J Calpe-Maravilla, E Soria-Olivas, ...
Iberian Conference on Pattern Recognition and Image Analysis, 134-141, 2003
Unbiased sensitivity analysis and pruning techniques in neural networks for surface ozone modelling
O Pastor-Bárcenas, E Soria-Olivas, JD Martín-Guerrero, G Camps-Valls, ...
Ecological Modelling 182 (2), 149-158, 2005
Data mining in cancer research [application notes]
PJG Lisboa, A Vellido, R Tagliaferri, F Napolitano, M Ceccarelli, ...
IEEE computational intelligence magazine 5 (1), 14-18, 2010
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
Fuzzy sigmoid kernel for support vector classifiers
G Camps-Valls, JD Martín-Guerrero, JL Rojo-Alvarez, E Soria-Olivas
Neurocomputing 62, 501-506, 2004
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
Predicting service request in support centers based on nonlinear dynamics, ARMA modeling and neural networks
E Balaguer, A Palomares, E Soria, JD Martín-Guerrero
Expert Systems with Applications 34 (1), 665-672, 2008
A new machine learning approach for predicting the response to anemia treatment in a large cohort of end stage renal disease patients undergoing dialysis
C Barbieri, F Mari, A Stopper, E Gatti, P Escandell-Montero, ...
Computers in biology and medicine 61, 56-61, 2015
Optimization of anemia treatment in hemodialysis patients via reinforcement learning
P Escandell-Montero, M Chermisi, JM Martinez-Martinez, ...
Artificial intelligence in medicine 62 (1), 47-60, 2014
Hyperspectral LCTF-based system for classification of decay in mandarins caused by Penicillium digitatum and Penicillium italicum using the most relevant bands and non-linear …
J Gómez-Sanchis, J Blasco, E Soria-Olivas, D Lorente, ...
Postharvest Biology and Technology 82, 76-86, 2013
A reinforcement learning approach for individualizing erythropoietin dosages in hemodialysis patients
JD Martín-Guerrero, F Gomez, E Soria-Olivas, J Schmidhuber, ...
Expert Systems with Applications 36 (6), 9737-9742, 2009
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
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
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
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