José David Martín-Guerrero

ORCID

Publication Activity (10 Years)

Years Active: 2001-2022
Publications (10 Years): 26

Top Venues

Publications

Eduardo Reck Miranda, Satvik Venkatesh, José David Martín-Guerrero, Carlos Hernani-Morales, Lucas Lamata, Enrique Solano
An approach to interfacing the brain with quantum computers: practical steps and caveats. CoRR (2022)
José David Martín-Guerrero, Lucas Lamata
Quantum Machine Learning: A tutorial. Neurocomputing 470 (2022)
Raúl V. Casaña Eslava, Ian H. Jarman, Sandra Ortega-Martorell, Paulo J. G. Lisboa, José David Martín-Guerrero
Music genre profiling based on Fisher manifolds and Probabilistic Quantum Clustering. Neural Comput. Appl. 33 (13) (2021)
Oscar J. Pellicer-Valero, José David Martín-Guerrero, César Fernández-de-las-Peñas, Ana I. De-la-Llave-Rincón, Jorge Rodríguez-Jiménez, Esperanza Navarro-Pardo, Margarita I. Cigarán-Méndez
Spectral Clustering Reveals Different Profiles of Central Sensitization in Women with Carpal Tunnel Syndrome. Symmetry 13 (6) (2021)
Oscar J. Pellicer-Valero, José L. Marenco Jiménez, Victor Gonzalez-Perez, Juan Luis Casanova Ramón-Borja, Isabel Martín García, María Barrios Benito, Paula Pelechano Gómez, José Rubio-Briones, María José Rupérez, José David Martín-Guerrero
Deep Learning for fully automatic detection, segmentation, and Gleason Grade estimation of prostate cancer in multiparametric Magnetic Resonance Images. CoRR (2021)
José David Martín-Guerrero, Lucas Lamata
Quantum Machine Learning. ESANN (2020)
Oscar J. Pellicer-Valero, Isabella Cattinelli, Luca Neri, Flavio Mari, José David Martín-Guerrero, Carlo Barbieri
Enhanced prediction of hemoglobin concentration in a very large cohort of hemodialysis patients by means of deep recurrent neural networks. Artif. Intell. Medicine 107 (2020)
Oscar J. Pellicer-Valero, María José Rupérez, Sandra Martínez-Sanchis, José David Martín-Guerrero
Real-time biomechanical modeling of the liver using Machine Learning models trained on Finite Element Method simulations. Expert Syst. Appl. 143 (2020)
Oscar J. Pellicer-Valero, José David Martín-Guerrero, Margarita I. Cigarán-Méndez, Carmen Écija-Gallardo, César Fernández-de-las-Peñas, Esperanza Navarro-Pardo
Mathematical Modeling for Neuropathic Pain: Bayesian Linear Regression and Self-Organizing Maps Applied to Carpal Tunnel Syndrome. Symmetry 12 (10) (2020)
Raúl V. Casaña Eslava, Paulo J. G. Lisboa, Sandra Ortega-Martorell, Ian H. Jarman, José David Martín-Guerrero
Probabilistic quantum clustering. Knowl. Based Syst. 194 (2020)
Oscar J. Pellicer-Valero, María J. Rupérez-Moreno, José David Martín-Guerrero
Cost-free resolution enhancement in Convolutional Neural Networks for medical image segmentation. ESANN (2020)
Raúl V. Casaña Eslava, José David Martín-Guerrero, Sandra Ortega-Martorell, Paulo J. G. Lisboa, Ian H. Jarman
Scalable implementation of measuring distances in a Riemannian manifold based on the Fisher Information metric. IJCNN (2019)
Raúl V. Casaña Eslava, Paulo J. G. Lisboa, Sandra Ortega-Martorell, Ian H. Jarman, José David Martín-Guerrero
A Probabilistic framework for Quantum Clustering. CoRR (2019)
Gorka Muñoz-Gil, Miguel Ángel García-March, Carlo Manzo, José David Martín-Guerrero, Maciej Lewenstein
Machine learning method for single trajectory characterization. CoRR (2019)
Claudio Gallicchio, José David Martín-Guerrero, Alessio Micheli, Emilio Soria-Olivas
Randomized Machine Learning Approaches: Recent Developments and Challenges. ESANN (2017)
Delia Lorente, Francisco Martínez-Martínez, María José Rupérez, M. A. Lago, Marcelino Martínez-Sober, Pablo Escandell-Montero, José María Martínez-Martínez, Sandra Martínez-Sanchis, Antonio J. Serrano-López, Carlos Monserrat Aranda, José David Martín-Guerrero
A framework for modelling the biomechanical behaviour of the human liver during breathing in real time using machine learning. Expert Syst. Appl. 71 (2017)
Lucas Lamata, Unai Alvarez-Rodriguez, José David Martín-Guerrero, Mikel Sanz, Enrique Solano
Quantum Autoencoders via Quantum Adders with Genetic Algorithms. CoRR (2017)
Francisco Martínez-Martínez, María J. Rupérez-Moreno, Marcelino Martínez-Sober, J. A. Solves Llorens, Delia Lorente, Antonio J. Serrano, Sandra Martínez-Sanchis, Carlos Monserrat Aranda, José David Martín-Guerrero
A finite element-based machine learning approach for modeling the mechanical behavior of the breast tissues under compression in real-time. Comput. Biol. Medicine 90 (2017)
Raúl V. Casaña Eslava, Ian H. Jarman, Paulo J. G. Lisboa, José David Martín-Guerrero
Quantum clustering in non-spherical data distributions: Finding a suitable number of clusters. Neurocomputing 268 (2017)
José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, José Antonio Bernabéu, Pablo Escandell-Montero, Rafael Hernández Stark, Antonio J. Serrano-López, Enrique Montiel
Use of SOMs for footwear comfort evaluation. Neural Comput. Appl. 28 (7) (2017)
José David Martín-Guerrero, María J. Rupérez-Moreno, Francisco Martínez-Martínez, Delia Lorente-Garrido, Antonio J. Serrano-López, Carlos Monserrat, Sandra Martínez-Sanchis, Marcelino Martínez-Sober
Machine Learning for Modeling the Biomechanical Behavior of Human Soft Tissue. ICDM Workshops (2016)
Unai Alvarez-Rodriguez, Lucas Lamata, Pablo Escandell-Montero, José David Martín-Guerrero, Enrique Solano
Quantum Machine Learning without Measurements. CoRR (2016)
Pablo Escandell-Montero, Delia Lorente, José María Martínez-Martínez, Emilio Soria-Olivas, Joan Vila-Francés, José David Martín-Guerrero
Online fitted policy iteration based on extreme learning machines. Knowl. Based Syst. 100 (2016)
Raúl V. Casaña Eslava, José David Martín-Guerrero, Ian H. Jarman, Paulo J. G. Lisboa
Performance assessment of quantum clustering in non-spherical data distributions. ESANN (2016)
José David Martín-Guerrero, Paulo J. G. Lisboa, Alfredo Vellido
Physics and Machine Learning: Emerging Paradigms. ESANN (2016)
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López
A new visualization tool for data mining techniques. Prog. Artif. Intell. 5 (2) (2016)
Carlo Barbieri, Flavio Mari, Andrea Stopper, Emanuele Gatti, Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero
A new machine learning approach for predicting the response to anemia treatment in a large cohort of End Stage Renal Disease patients undergoing dialysis. Comput. Biol. Medicine 61 (2015)
Emilio Soria-Olivas, José David Martín-Guerrero, Josep Redon, Maria Tellez-Plaza, Joan Vila-Francés
Improving Mortality Prediction in Cardiovascular Risk Patients by Balancing Classes. ICDM Workshops (2015)
Pablo Escandell-Montero, Milena Chermisi, José María Martínez-Martínez, Juan Gómez-Sanchís, Carlo Barbieri, Emilio Soria-Olivas, Flavio Mari, Joan Vila-Francés, Andrea Stopper, Emanuele Gatti, José David Martín-Guerrero
Optimization of anemia treatment in hemodialysis patients via reinforcement learning. CoRR (2015)
Paulo J. G. Lisboa, José David Martín-Guerrero, Alfredo Vellido
Making nonlinear manifold learning models interpretable: The manifold grand tour. Expert Syst. Appl. 42 (22) (2015)
Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas, Joan Vila-Francés, José David Martín-Guerrero
Ensembles of extreme learning machine networks for value prediction. ESANN (2014)
M. A. Valdés-Mas, José David Martín-Guerrero, María José Rupérez, F. Pastor, C. Dualde, Carlos Monserrat, C. Peris-Martínez
A new approach based on Machine Learning for predicting corneal curvature (K1) and astigmatism in patients with keratoconus after intracorneal ring implantation. Comput. Methods Programs Biomed. 116 (1) (2014)
Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, Juan Gómez-Sanchís
Least-squares temporal difference learning based on an extreme learning machine. Neurocomputing 141 (2014)
José María Martínez-Martínez, Pablo Escandell-Montero, Carlo Barbieri, Emilio Soria-Olivas, Flavio Mari, Marcelino Martínez-Sober, Claudia Amato, Antonio J. Serrano-López, Marcello Bassi, José Rafael Magdalena Benedito, Andrea Stopper, José David Martín-Guerrero, Emanuele Gatti
Prediction of the hemoglobin level in hemodialysis patients using machine learning techniques. Comput. Methods Programs Biomed. 117 (2) (2014)
Pablo Escandell-Montero, Milena Chermisi, José María Martínez-Martínez, Juan Gómez-Sanchís, Carlo Barbieri, Emilio Soria-Olivas, Flavio Mari, Joan Vila-Francés, Andrea Stopper, Emanuele Gatti, José David Martín-Guerrero
Optimization of anemia treatment in hemodialysis patients via reinforcement learning. Artif. Intell. Medicine 62 (1) (2014)
M. A. Valdés-Mas, José David Martín-Guerrero, María José Rupérez, Cristina Peris, Carlos Monserrat
Machine learning for predicting astigmatism in patients with keratoconus after intracorneal ring implantation. BHI (2014)
Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, Juan Gómez-Sanchís
Least-squares temporal difference learning based on extreme learning machine. ESANN (2013)
Emili Balaguer-Ballester, Alberto Palomares, Emilio Soria-Olivas, José David Martín-Guerrero
Corrigendum to "Predicting service request in support centers based on nonlinear dynamics, ARMA modeling and neural networks" [Expert Systems with Applications 34/1 (2008) 665-672]. Expert Syst. Appl. 40 (18) (2013)
Fernando Mateo, Mónica Millán-Giraldo, Juan José Carrasco, Enrique Montiel, José Antonio Bernabéu, José David Martín-Guerrero
Feature Selection for Footwear Shape Estimation. ESANN (2013)
Francisco Martínez-Martínez, María José Rupérez, José David Martín-Guerrero, Carlos Monserrat, M. A. Lago, E. Pareja, S. Brugger, R. López-Andújar
Estimation of the elastic parameters of human liver biomechanical models by means of medical images and evolutionary computation. Comput. Methods Programs Biomed. 111 (3) (2013)
Héctor Ruiz, Terence A. Etchells, Ian H. Jarman, José David Martín-Guerrero, Paulo J. G. Lisboa
A principled approach to network-based classification and data representation. Neurocomputing 112 (2013)
José María Martínez-Martínez, Pablo Escandell-Montero, José David Martín-Guerrero, Joan Vila-Francés, Emilio Soria-Olivas
ManiSonS: A New Visualization Tool for Manifold Clustering. ESANN (2013)
Juan Gómez-Sanchís, José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, José Rafael Magdalena Benedito, José Blasco
Detecting rottenness caused by Penicillium genus fungi in citrus fruits using machine learning techniques. Expert Syst. Appl. 39 (1) (2012)
Alfredo Vellido, José David Martín-Guerrero, Paulo J. G. Lisboa
Making machine learning models interpretable. ESANN (2012)
José David Martín-Guerrero, Daniele Marcelli, Emilio Soria-Olivas, Flavio Mari, José María Martínez-Martínez, Isabel Soley Bech, Marcelino Martínez-Sober, Laura Scatizzi, Juan Gómez-Sanchís, Andrea Stopper, Antonio J. Serrano-López, Emanuele Gatti
Self-Organising Maps: A new way to screen the level of satisfaction of dialysis patients. Expert Syst. Appl. 39 (10) (2012)
Héctor Ruiz, Ian H. Jarman, José David Martín-Guerrero, Sandra Ortega-Martorell, Alfredo Vellido, Enrique Romero, Paulo J. G. Lisboa
Towards interpretable classifiers with blind signal separation. IJCNN (2012)
María José Rupérez, José David Martín-Guerrero, Carlos Monserrat, Mariano Alcañiz Raya
Artificial neural networks for predicting dorsal pressures on the foot surface while walking. Expert Syst. Appl. 39 (5) (2012)
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Juan Gómez-Sanchís, Joan Vila-Francés
extended visualization method for classification trees. ESANN (2012)
Héctor Ruiz, Sandra Ortega-Martorell, Ian H. Jarman, José David Martín-Guerrero, Paulo J. G. Lisboa
Constructing similarity networks using the Fisher information metric. ESANN (2012)
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, José Rafael Magdalena Benedito, Juan Gómez-Sanchís
Regularized extreme learning machine for regression problems. Neurocomputing 74 (17) (2011)
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Marcelino Martínez-Sober, Juan Gómez-Sanchís
Sectors on sectors (SonS): A new hierarchical clustering visualization tool. CIDM (2011)
Ian H. Jarman, Terence A. Etchells, Paulo J. G. Lisboa, C. M. Beynon, José David Martín-Guerrero
Clustering categorical data: A stability analysis framework. CIDM (2011)
Emilio Soria-Olivas, Juan Gómez-Sanchís, José David Martín-Guerrero, Joan Vila-Francés, Marcelino Martínez-Sober, José Rafael Magdalena Benedito, Antonio J. Serrano
BELM: Bayesian Extreme Learning Machine. IEEE Trans. Neural Networks 22 (3) (2011)
Héctor Ruiz, Ian H. Jarman, José David Martín-Guerrero, Paulo J. G. Lisboa
The role of Fisher information in primary data space for neighbourhood mapping. ESANN (2011)
Alfredo Vellido, José David Martín-Guerrero, Fabrice Rossi, Paulo J. G. Lisboa
Seeing is believing: The importance of visualization in real-world machine learning applications. ESANN (2011)
José M. Martínez-Villena, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Juan Gómez, Joan Vila-Francés
Growing Hierarchical Sectors on Sectors. ESANN (2011)
Vicente Buendia-Ramon, Emilio Soria-Olivas, José David Martín-Guerrero, Pablo Escandell-Montero, José M. Martínez-Villena
Analysis of a Reinforcement Learning algorithm using Self-Organizing Maps. ESANN (2011)
Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, José Rafael Magdalena Benedito
Adaptive treatment of anemia on hemodialysis patients: A reinforcement learning approach. CIDM (2011)
Emilio Soria-Olivas, José David Martín-Guerrero, Mónica Climente-Martí, Amparo Soldevila, Antonio J. Serrano
Neural models for the analysis of kidney disease patients. ESANN (2010)
Paulo J. G. Lisboa, Alfredo Vellido, José David Martín-Guerrero
Computational Intelligence in biomedicine: Some contributions. ESANN (2010)
Paulo J. G. Lisboa, Alfredo Vellido, Roberto Tagliaferri, Francesco Napolitano, Michele Ceccarelli, José David Martín-Guerrero, Elia Biganzoli
Data Mining in Cancer Research [Application Notes]. IEEE Comput. Intell. Mag. 5 (1) (2010)
Emilio Soria-Olivas, José David Martín-Guerrero, Marcelino Martínez-Sober, Amparo Ayuso-Moya
Description and evaluation of an introductory course to Matlab for a heterogeneous group of university students. Comput. Appl. Eng. Educ. 18 (4) (2010)
Antonio J. Serrano, Emilio Soria-Olivas, José David Martín-Guerrero, Rafael Magdalena, Juan Gómez
Feature selection using ROC curves on classification problems. IJCNN (2010)
Rafael Magdalena, Carlos Fernández, José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, M. J. Navarro, C. Mata
Qualitative analysis of goat and sheep production data using self-organizing maps. Expert Syst. J. Knowl. Eng. 26 (2) (2009)
Emilio Soria-Olivas, José David Martín-Guerrero, Juan Caravaca, Antonio J. Serrano, Marcelino Martínez-Sober, Rafael Magdalena, Juan Gómez, Magdalena Heras, Gines Sanz
Survival prediction in patients undergoing ischemic cardiopathy. IJCNN (2009)
Gabriel Gómez-Pérez, José David Martín-Guerrero, Emilio Soria-Olivas, Emili Balaguer-Ballester, Alberto Palomares, Nicolás Casariego
Assigning discounts in a marketing campaign by using reinforcement learning and neural networks. Expert Syst. Appl. 36 (4) (2009)
José David Martín-Guerrero, Faustino J. Gomez, Emilio Soria-Olivas, Jürgen Schmidhuber, Mónica Climente-Martí, N. Víctor Jiménez-Torres
A reinforcement learning approach for individualizing erythropoietin dosages in hemodialysis patients. Expert Syst. Appl. 36 (6) (2009)
José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, José Rafael Magdalena Benedito, Juan Gómez-Sanchís
Use of Reinforcement Learning in Two Real Applications. EWRL (2008)
Emili Balaguer, Alberto Palomares, Emilio Soria-Olivas, José David Martín-Guerrero
Predicting service request in support centers based on nonlinear dynamics, ARMA modeling and neural networks. Expert Syst. Appl. 34 (1) (2008)
Rafael Magdalena, Antonio J. Serrano, José David Martín-Guerrero, Alfredo Rosado, Marcelino Martínez-Sober
A Teaching Laboratory in Analog Electronics: Changes to Address the Bologna Requirements. IEEE Trans. Educ. 51 (4) (2008)
Ian H. Jarman, Terence A. Etchells, José David Martín-Guerrero, Paulo J. G. Lisboa
An integrated framework for risk profiling of breast cancer patients following surgery. Artif. Intell. Medicine 42 (3) (2008)
Antonio Soriano-Asensi, José David Martín-Guerrero, Emilio Soria-Olivas, Alberto Palomares, José Rafael Magdalena Benedito, Antonio J. Serrano-López
Web mining based on Growing Hierarchical Self-Organizing Maps: Analysis of a real citizen web portal. Expert Syst. Appl. 34 (4) (2008)
Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López, Javier Calpe-Maravilla, Jonathon A. Chambers
Steady-state and tracking analysis of a robust adaptive filter with low computational cost. Signal Process. 87 (1) (2007)
José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, Mónica Climente-Martí, Teresa De Diego-Santos, N. Víctor Jiménez
Validation of a Reinforcement Learning Policy for Dosage Optimization of Erythropoietin. Australian Conference on Artificial Intelligence (2007)
Carlos Fernández, Emilio Soria-Olivas, P. Sánchez-Seiquer, Luis Gómez-Chova, Rafael Magdalena, José David Martín-Guerrero, M. J. Navarro, Antonio J. Serrano-López
Weekly milk prediction on dairy goats using neural networks. Neural Comput. Appl. 16 (4-5) (2007)
Emilio Soria-Olivas, José David Martín-Guerrero, Marcelino Martínez-Sober, Alfredo Rosado, Javier Calpe
A Family of Adaptive Algorithms Robust to Impulsive Noise. DSP (2007)
José David Martín-Guerrero, Paulo J. G. Lisboa, Emilio Soria-Olivas, Alberto Palomares, Emili Balaguer
An approach based on the Adaptive Resonance Theory for analysing the viability of recommender systems in a citizen Web portal. Expert Syst. Appl. 33 (3) (2007)
José David Martín-Guerrero, Alberto Palomares, Emili Balaguer-Ballester, Emilio Soria-Olivas, Juan Gómez-Sanchís, Antonio Soriano-Asensi
Studying the feasibility of a recommender in a citizen web portal based on user modeling and clustering algorithms. Expert Syst. Appl. 30 (2) (2006)
Gustavo Camps-Valls, Luis Gómez-Chova, Joan Vila-Francés, José David Martín-Guerrero, Antonio J. Serrano-López, Emilio Soria-Olivas
Enhancing decision-based neural networks through local competition. Neurocomputing 69 (7-9) (2006)
Emilio Soria-Olivas, Gustavo Camps-Valls, José David Martín-Guerrero, Javier Calpe-Maravilla, Joan Vila-Francés, Antonio J. Serrano-López
Non-linear RLS-based algorithm for pattern classification. Signal Process. 86 (5) (2006)
Carlos Fernández, Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano
Neural networks for animal science applications: Two case studies. Expert Syst. Appl. 31 (2) (2006)
Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López, Javier Calpe-Maravilla, Joan Vila-Francés, Gustavo Camps-Valls
Efficient pruning of multilayer perceptrons using a fuzzy sigmoid activation function. Neurocomputing 69 (7-9) (2006)
Ignacio García-Fernández, José David Martín-Guerrero, Marta Pla-Castells, Emilio Soria-Olivas, Rafael J. Martínez-Durá, Jordi Muñoz-Marí
Crane collision modelling using a neural network approach. Expert Syst. Appl. 27 (3) (2004)
Gustavo Camps-Valls, Luis Gómez-Chova, Javier Calpe-Maravilla, José David Martín-Guerrero, Emilio Soria-Olivas, Luis Alonso-Chorda, José F. Moreno
Robust support vector method for hyperspectral data classification and knowledge discovery. IEEE Trans. Geosci. Remote. Sens. 42 (7) (2004)
Gustavo Camps-Valls, Antonio J. Serrano-López, Luis Gómez-Chova, José David Martín-Guerrero, Javier Calpe-Maravilla, José F. Moreno
Regularized RBF Networks for Hyperspectral Data Classification. ICIAR (2) (2004)
Emilio Soria-Olivas, Javier Calpe-Maravilla, Jonathon A. Chambers, Marcelino Martínez-Sober, Gustavo Camps-Valls, José David Martín-Guerrero
A novel approach to introducing adaptive filters based on the LMS algorithm and its variants. IEEE Trans. Educ. 47 (1) (2004)
Gustavo Camps-Valls, Alistair M. Chalk, Antonio J. Serrano-López, José David Martín-Guerrero, Erik L. L. Sonnhammer
Profiled support vector machines for antisense oligonucleotide efficacy prediction. BMC Bioinform. 5 (2004)
José David Martín-Guerrero, Emili Balaguer-Ballester, Gustavo Camps-Valls, Alberto Palomares, Antonio J. Serrano-López, Juan Gómez-Sanchís, Emilio Soria-Olivas
Machine Learning Methods for One-Session Ahead Prediction of Accesses to Page Categories. AH (2004)
Gustavo Camps-Valls, José David Martín-Guerrero, José Luis Rojo-Álvarez, Emilio Soria-Olivas
Fuzzy sigmoid kernel for support vector classifiers. Neurocomputing 62 (2004)
Emilio Soria-Olivas, José David Martín-Guerrero, Gustavo Camps-Valls, Antonio J. Serrano-López, Javier Calpe-Maravilla, Luis Gómez-Chova
A low-complexity fuzzy activation function for artificial neural networks. IEEE Trans. Neural Networks 14 (6) (2003)
José David Martín-Guerrero, Gustavo Camps-Valls, Emilio Soria-Olivas, Antonio J. Serrano-López, Juan José Pérez-Ruixo, N. Víctor Jiménez-Torres
Dosage individualization of erythropoietin using a profile-dependent support vector regression. IEEE Trans. Biomed. Eng. 50 (10) (2003)
Gustavo Camps-Valls, Luis Gómez-Chova, Javier Calpe-Maravilla, Emilio Soria-Olivas, José David Martín-Guerrero, José F. Moreno
Support Vector Machines for Crop Classification Using Hyperspectral Data. IbPRIA (2003)
Luis Gómez-Chova, Javier Calpe-Maravilla, Emilio Soria-Olivas, Gustavo Camps-Valls, José David Martín-Guerrero, José F. Moreno
CART-based feature selection of hyperspectral images for crop cover classification. ICIP (3) (2003)
Gustavo Camps-Valls, Begoña Porta-Oltra, Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López, Juan José Pérez-Ruixo, N. Víctor Jiménez-Torres
Prediction of cyclosporine dosage in patients after kidney transplantation using neural networks. IEEE Trans. Biomed. Eng. 50 (4) (2003)
Luis Gómez-Chova, Javier Calpe, Gustau Camps-Valls, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, Luis Alonso-Chorda, José Moreno
Feature selection of hyperspectral data through local correlation and SFFS for crop classification. IGARSS (2003)
José David Martín-Guerrero, Emilio Soria-Olivas, Gustavo Camps-Valls, Antonio J. Serrano-López, Juan José Pérez-Ruixo, N. Víctor Jiménez-Torres
Use of neural networks for dosage individualisation of erythropoietin in patients with secondary anemia to chronic renal failure. Comput. Biol. Medicine 33 (4) (2003)
José David Martín-Guerrero
A Pseudo-Supervised Approach to Improve a Recommender Based on Collaborative Filtering. User Modeling (2003)
Luis Gómez-Chova, Javier Calpe, Gustau Camps-Valls, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, Luis Alonso-Chorda, José Moreno
Semi-supervised classification method for hyperspectral remote sensing images. IGARSS (2003)
Antonio J. Serrano-López, Emilio Soria-Olivas, Gustavo Camps-Valls, José David Martín-Guerrero, N. Víctor Jiménez
Some Examples for Solving Clinical Problems Using Neural Networks. IWANN (2) (2001)
Gustavo Camps-Valls, Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López, Juan José Pérez-Ruixo, N. Víctor Jiménez
Neural Networks Ensemble for Cyclosporine Concentration Monitoring. ICANN (2001)

José David Martín-Guerrero.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

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José David Martín-Guerrero