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José D. Martin-Guerrero
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Year
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
410*2009
Making machine learning models interpretable.
A Vellido, JD Martín-Guerrero, PJG Lisboa
ESANN 12, 163-172, 2012
3802012
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
3632004
Female Sex Is a Risk Factor Associated with Long-Term Post-COVID Related-Symptoms but Not with COVID-19 Symptoms: The LONG-COVID-EXP-CM Multicenter Study
C Fernández-de-Las-Peñas, JD Martín-Guerrero, ÓJ Pellicer-Valero, ...
Journal of Clinical Medicine 11 (2), 413, 2022
2322022
Regularized extreme learning machine for regression problems
JM MartíNez-MartíNez, P Escandell-Montero, E Soria-Olivas, ...
Neurocomputing 74 (17), 3716-3721, 2011
2142011
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
1182017
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
1122012
Single trajectory characterization via machine learning
G Muñoz-Gil, MA Garcia-March, C Manzo, JD Martín-Guerrero, ...
New Journal of Physics 22 (1), 013010, 2020
1112020
Support vector machines for crop classification using hyperspectral data
G Camps-Valls, L Gómez-Chova, J Calpe-Maravilla, E Soria-Olivas, ...
Pattern Recognition and Image Analysis: First Iberian Conference, IbPRIA …, 2003
972003
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
962006
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
922014
Artificial neural networks for predicting dorsal pressures on the foot surface while walking
MJ Rupérez, JD Martín-Guerrero, C Monserrat, M Alcañiz
Expert Systems with Applications 39 (5), 5349-5357, 2012
842012
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
812015
Toward pricing financial derivatives with an IBM quantum computer
A Martin, B Candelas, Á Rodríguez-Rozas, JD Martín-Guerrero, X Chen, ...
Physical Review Research 3 (1), 013167, 2021
802021
Quantum autoencoders via quantum adders with genetic algorithms
L Lamata, U Alvarez-Rodriguez, JD Martín-Guerrero, M Sanz, E Solano
Quantum Science and Technology 4 (1), 014007, 2018
792018
Post–COVID-19 Symptoms 2 Years After SARS-CoV-2 Infection Among Hospitalized vs Nonhospitalized Patients
C Fernández-de-Las-Peñas, J Rodríguez-Jiménez, I Cancela-Cilleruelo, ...
JAMA Network Open 5 (11), e2242106-e2242106, 2022
782022
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
782005
Prevalence and risk factors of musculoskeletal pain symptoms as long-term post-COVID sequelae in hospitalized COVID-19 survivors: A multicenter study
C Fernández-de-Las-Peñas, AI de-la-Llave-Rincón, R Ortega-Santiago, ...
Pain 163 (9), e989-e996, 2022
762022
Deep Learning for fully automatic detection, segmentation, and Gleason Grade estimation of prostate cancer in multiparametric Magnetic Resonance Images
OJ Pellicer-Valero, JL Marenco Jiménez, V Gonzalez-Perez, ...
Scientific reports 12 (1), 2975, 2022
692022
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
682013
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