José David Martín-Guerrero

102 papers B 22C 6Misc 1Journal 60Unranked 11
YearRankTypeTitle / Venue / Authors
2022 J jnl
An approach to interfacing the brain with quantum computers: practical steps and caveats.
CoRR
Eduardo Reck Miranda, Satvik Venkatesh, José David Martín-Guerrero, Carlos Hernani-Morales, Lucas Lamata, Enrique Solano
2022 J jnl
Quantum Machine Learning: A tutorial.
Neurocomputing
José David Martín-Guerrero, Lucas Lamata
2021 J jnl
Deep Learning for fully automatic detection, segmentation, and Gleason Grade estimation of prostate cancer in multiparametric Magnetic Resonance Images.
CoRR
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
2021 J jnl
Music genre profiling based on Fisher manifolds and Probabilistic Quantum Clustering.
Neural Comput. Appl.
Raúl V. Casaña Eslava, Ian H. Jarman, Sandra Ortega-Martorell, Paulo J. G. Lisboa, José David Martín-Guerrero
2021 J jnl
Spectral Clustering Reveals Different Profiles of Central Sensitization in Women with Carpal Tunnel Syndrome.
Symmetry
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
2020 — ed.
Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization - Proceedings of the 13th International Workshop, WSOM+ 2019, Barcelona, Spain, June 26-28, 2019
WSOM+
Alfredo Vellido, Karina Gibert, Cecilio Angulo, José David Martín-Guerrero
2020 B conf
Cost-free resolution enhancement in Convolutional Neural Networks for medical image segmentation.
ESANN
Oscar J. Pellicer-Valero, María J. Rupérez-Moreno, José David Martín-Guerrero
2020 J jnl
Enhanced prediction of hemoglobin concentration in a very large cohort of hemodialysis patients by means of deep recurrent neural networks.
Artif. Intell. Medicine
Oscar J. Pellicer-Valero, Isabella Cattinelli, Luca Neri, Flavio Mari, José David Martín-Guerrero, Carlo Barbieri
2020 J jnl
Mathematical Modeling for Neuropathic Pain: Bayesian Linear Regression and Self-Organizing Maps Applied to Carpal Tunnel Syndrome.
Symmetry
Oscar J. Pellicer-Valero, José David Martín-Guerrero, Margarita I. Cigarán-Méndez, Carmen Écija-Gallardo, César Fernández-de-las-Peñas, Esperanza Navarro-Pardo
2020 J jnl
Probabilistic quantum clustering.
Knowl. Based Syst.
Raúl V. Casaña Eslava, Paulo J. G. Lisboa, Sandra Ortega-Martorell, Ian H. Jarman, José David Martín-Guerrero
2020 B conf
Quantum Machine Learning.
ESANN
José David Martín-Guerrero, Lucas Lamata
2020 J jnl
Real-time biomechanical modeling of the liver using Machine Learning models trained on Finite Element Method simulations.
Expert Syst. Appl.
Oscar J. Pellicer-Valero, María José Rupérez, Sandra Martínez-Sanchis, José David Martín-Guerrero
2019 J jnl
A Probabilistic framework for Quantum Clustering.
CoRR
Raúl V. Casaña Eslava, Paulo J. G. Lisboa, Sandra Ortega-Martorell, Ian H. Jarman, José David Martín-Guerrero
2019 J jnl
Machine learning method for single trajectory characterization.
CoRR
Gorka Muñoz-Gil, Miguel Ángel García-March, Carlo Manzo, José David Martín-Guerrero, Maciej Lewenstein
2019 B conf
Scalable implementation of measuring distances in a Riemannian manifold based on the Fisher Information metric.
IJCNN
Raúl V. Casaña Eslava, José David Martín-Guerrero, Sandra Ortega-Martorell, Paulo J. G. Lisboa, Ian H. Jarman
2017 J jnl
A finite element-based machine learning approach for modeling the mechanical behavior of the breast tissues under compression in real-time.
Comput. Biol. Medicine
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
2017 J jnl
A framework for modelling the biomechanical behaviour of the human liver during breathing in real time using machine learning.
Expert Syst. Appl.
Delia Lorente, Francisco Martínez-Martínez, María José Rupérez, Miguel 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
2017 J jnl
Quantum Autoencoders via Quantum Adders with Genetic Algorithms.
CoRR
Lucas Lamata, Unai Alvarez-Rodriguez, José David Martín-Guerrero, Mikel Sanz, Enrique Solano
2017 J jnl
Quantum clustering in non-spherical data distributions: Finding a suitable number of clusters.
Neurocomputing
Raúl V. Casaña Eslava, Ian H. Jarman, Paulo J. G. Lisboa, José David Martín-Guerrero
2017 B conf
Randomized Machine Learning Approaches: Recent Developments and Challenges.
ESANN
Claudio Gallicchio, José David Martín-Guerrero, Alessio Micheli, Emilio Soria-Olivas
2017 J jnl
Use of SOMs for footwear comfort evaluation.
Neural Comput. Appl.
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
2016 J jnl
A new visualization tool for data mining techniques.
Prog. Artif. Intell.
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López
2016 — conf
Machine Learning for Modeling the Biomechanical Behavior of Human Soft Tissue.
ICDM Workshops
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
2016 J jnl
Online fitted policy iteration based on extreme learning machines.
Knowl. Based Syst.
Pablo Escandell-Montero, Delia Lorente, José María Martínez-Martínez, Emilio Soria-Olivas, Joan Vila-Francés, José David Martín-Guerrero
2016 B conf
Performance assessment of quantum clustering in non-spherical data distributions.
ESANN
Raúl V. Casaña Eslava, José David Martín-Guerrero, Ian H. Jarman, Paulo J. G. Lisboa
2016 B conf
Physics and Machine Learning: Emerging Paradigms.
ESANN
José David Martín-Guerrero, Paulo J. G. Lisboa, Alfredo Vellido
2016 J jnl
Quantum Machine Learning without Measurements.
CoRR
Unai Alvarez-Rodriguez, Lucas Lamata, Pablo Escandell-Montero, José David Martín-Guerrero, Enrique Solano
2015 J jnl
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
Carlo Barbieri, Flavio Mari, Andrea Stopper, Emanuele Gatti, Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero
2015 — conf
Improving Mortality Prediction in Cardiovascular Risk Patients by Balancing Classes.
ICDM Workshops
Emilio Soria-Olivas, José David Martín-Guerrero, Josep Redon, Maria Tellez-Plaza, Joan Vila-Francés
2015 J jnl
Making nonlinear manifold learning models interpretable: The manifold grand tour.
Expert Syst. Appl.
Paulo J. G. Lisboa, José David Martín-Guerrero, Alfredo Vellido
2015 J jnl
Optimization of anemia treatment in hemodialysis patients via reinforcement learning.
CoRR
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
2014 J jnl
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.
M. A. Valdés-Mas, José David Martín-Guerrero, María José Rupérez, F. Pastor, C. Dualde, Carlos Monserrat, C. Peris-Martínez
2014 B conf
Ensembles of extreme learning machine networks for value prediction.
ESANN
Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas, Joan Vila-Francés, José David Martín-Guerrero
2014 J jnl
Least-squares temporal difference learning based on an extreme learning machine.
Neurocomputing
Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, Juan Gómez-Sanchís
2014 — conf
Machine learning for predicting astigmatism in patients with keratoconus after intracorneal ring implantation.
BHI
M. A. Valdés-Mas, José David Martín-Guerrero, María José Rupérez, Cristina Peris, Carlos Monserrat
2014 J jnl
Optimization of anemia treatment in hemodialysis patients via reinforcement learning.
Artif. Intell. Medicine
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
2014 J jnl
Prediction of the hemoglobin level in hemodialysis patients using machine learning techniques.
Comput. Methods Programs Biomed.
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 Benedicto, Andrea Stopper, José David Martín-Guerrero, Emanuele Gatti
2013 J jnl
A principled approach to network-based classification and data representation.
Neurocomputing
Héctor Ruiz, Terence A. Etchells, Ian H. Jarman, José David Martín-Guerrero, Paulo J. G. Lisboa
2013 J jnl
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.
Emili Balaguer-Ballester, Alberto Palomares, Emilio Soria-Olivas, José David Martín-Guerrero
2013 J jnl
Estimation of the elastic parameters of human liver biomechanical models by means of medical images and evolutionary computation.
Comput. Methods Programs Biomed.
Francisco Martínez-Martínez, María José Rupérez, José David Martín-Guerrero, Carlos Monserrat, Miguel A. Lago, E. Pareja, S. Brugger, R. López-Andújar
2013 B conf
Feature Selection for Footwear Shape Estimation.
ESANN
Fernando Mateo, Mónica Millán-Giraldo, Juan José Carrasco, Enrique Montiel, José Antonio Bernabéu, José David Martín-Guerrero
2013 B conf
Least-squares temporal difference learning based on extreme learning machine.
ESANN
Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, Juan Gómez-Sanchís
2013 B conf
ManiSonS: A New Visualization Tool for Manifold Clustering.
ESANN
José María Martínez-Martínez, Pablo Escandell-Montero, José David Martín-Guerrero, Joan Vila-Francés, Emilio Soria-Olivas
2012 J jnl
Artificial neural networks for predicting dorsal pressures on the foot surface while walking.
Expert Syst. Appl.
María José Rupérez, José David Martín-Guerrero, Carlos Monserrat, Mariano Alcañiz Raya
2012 B conf
Constructing similarity networks using the Fisher information metric.
ESANN
Héctor Ruiz, Sandra Ortega-Martorell, Ian H. Jarman, José David Martín-Guerrero, Paulo J. G. Lisboa
2012 J jnl
Detecting rottenness caused by Penicillium genus fungi in citrus fruits using machine learning techniques.
Expert Syst. Appl.
Juan Gómez-Sanchís, José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, José Rafael Magdalena Benedicto, José Blasco
2012 B conf
Making machine learning models interpretable.
ESANN
Alfredo Vellido, José David Martín-Guerrero, Paulo J. G. Lisboa
2012 J jnl
Self-Organising Maps: A new way to screen the level of satisfaction of dialysis patients.
Expert Syst. Appl.
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
2012 B conf
Towards interpretable classifiers with blind signal separation.
IJCNN
Héctor Ruiz, Ian H. Jarman, José David Martín-Guerrero, Sandra Ortega-Martorell, Alfredo Vellido, Enrique Romero, Paulo J. G. Lisboa
2012 B conf
extended visualization method for classification trees.
ESANN
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Juan Gómez-Sanchís, Joan Vila-Francés
2011 C conf
Adaptive treatment of anemia on hemodialysis patients: A reinforcement learning approach.
CIDM
Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, José Rafael Magdalena Benedicto
2011 B conf
Analysis of a Reinforcement Learning algorithm using Self-Organizing Maps.
ESANN
Vicente Buendia-Ramon, Emilio Soria-Olivas, José David Martín-Guerrero, Pablo Escandell-Montero, José M. Martínez-Villena
2011 J jnl
BELM: Bayesian Extreme Learning Machine.
IEEE Trans. Neural Networks
Emilio Soria-Olivas, Juan Gómez-Sanchís, José David Martín-Guerrero, Joan Vila-Francés, Marcelino Martínez-Sober, José Rafael Magdalena Benedicto, Antonio J. Serrano
2011 C conf
Clustering categorical data: A stability analysis framework.
CIDM
Ian H. Jarman, Terence A. Etchells, Paulo J. G. Lisboa, C. M. Beynon, José David Martín-Guerrero
2011 B conf
Growing Hierarchical Sectors on Sectors.
ESANN
José M. Martínez-Villena, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Juan Gómez, Joan Vila-Francés
2011 J jnl
Regularized extreme learning machine for regression problems.
Neurocomputing
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, José Rafael Magdalena Benedicto, Juan Gómez-Sanchís
2011 C conf
Sectors on sectors (SonS): A new hierarchical clustering visualization tool.
CIDM
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Marcelino Martínez-Sober, Juan Gómez-Sanchís
2011 B conf
Seeing is believing: The importance of visualization in real-world machine learning applications.
ESANN
Alfredo Vellido, José David Martín-Guerrero, Fabrice Rossi, Paulo J. G. Lisboa
2011 B conf
The role of Fisher information in primary data space for neighbourhood mapping.
ESANN
Héctor Ruiz, Ian H. Jarman, José David Martín-Guerrero, Paulo J. G. Lisboa
2010 B conf
Computational Intelligence in biomedicine: Some contributions.
ESANN
Paulo J. G. Lisboa, Alfredo Vellido, José David Martín-Guerrero
2010 J jnl
Data Mining in Cancer Research [Application Notes].
IEEE Comput. Intell. Mag.
Paulo J. G. Lisboa, Alfredo Vellido, Roberto Tagliaferri, Francesco Napolitano, Michele Ceccarelli, José David Martín-Guerrero, Elia Biganzoli
2010 J jnl
Description and evaluation of an introductory course to Matlab for a heterogeneous group of university students.
Comput. Appl. Eng. Educ.
Emilio Soria-Olivas, José David Martín-Guerrero, Marcelino Martínez-Sober, Amparo Ayuso-Moya
2010 B conf
Feature selection using ROC curves on classification problems.
IJCNN
Antonio J. Serrano, Emilio Soria-Olivas, José David Martín-Guerrero, Rafael Magdalena, Juan Gómez
2010 B conf
Neural models for the analysis of kidney disease patients.
ESANN
Emilio Soria-Olivas, José David Martín-Guerrero, Mónica Climente-Martí, Amparo Soldevila, Antonio J. Serrano
2009 J jnl
A reinforcement learning approach for individualizing erythropoietin dosages in hemodialysis patients.
Expert Syst. Appl.
José David Martín-Guerrero, Faustino J. Gomez, Emilio Soria-Olivas, Jürgen Schmidhuber, Mónica Climente-Martí, N. Víctor Jiménez-Torres
2009 — ch.
An AI Walk from Pharmacokinetics to A Marketing.
Encyclopedia of Artificial Intelligence
José David Martín-Guerrero, Emilio Soria-Olivas, Paulo J. G. Lisboa, Antonio J. Serrano-López
2009 J jnl
Assigning discounts in a marketing campaign by using reinforcement learning and neural networks.
Expert Syst. Appl.
Gabriel Gómez-Pérez, José David Martín-Guerrero, Emilio Soria-Olivas, Emili Balaguer-Ballester, Alberto Palomares, Nicolás Casariego
2009 J jnl
Qualitative analysis of goat and sheep production data using self-organizing maps.
Expert Syst. J. Knowl. Eng.
Rafael Magdalena, Carlos Fernández, José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, M. J. Navarro, Christian Mata
2009 B conf
Survival prediction in patients undergoing ischemic cardiopathy.
IJCNN
Emilio Soria-Olivas, José David Martín-Guerrero, Juan Caravaca, Antonio J. Serrano, Marcelino Martínez-Sober, Rafael Magdalena, Juan Gómez, Magdalena Heras, Gines Sanz
2008 J jnl
A Teaching Laboratory in Analog Electronics: Changes to Address the Bologna Requirements.
IEEE Trans. Educ.
Rafael Magdalena, Antonio J. Serrano, José David Martín-Guerrero, Alfredo Rosado, Marcelino Martínez-Sober
2008 J jnl
An integrated framework for risk profiling of breast cancer patients following surgery.
Artif. Intell. Medicine
Ian H. Jarman, Terence A. Etchells, José David Martín-Guerrero, Paulo J. G. Lisboa
2008 J jnl
Predicting service request in support centers based on nonlinear dynamics, ARMA modeling and neural networks.
Expert Syst. Appl.
Emili Balaguer, Alberto Palomares, Emilio Soria-Olivas, José David Martín-Guerrero
2008 — conf
Use of Reinforcement Learning in Two Real Applications.
EWRL
José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, José Rafael Magdalena Benedicto, Juan Gómez-Sanchís
2008 J jnl
Web mining based on Growing Hierarchical Self-Organizing Maps: Analysis of a real citizen web portal.
Expert Syst. Appl.
Antonio Soriano-Asensi, José David Martín-Guerrero, Emilio Soria-Olivas, Alberto Palomares, José Rafael Magdalena Benedicto, Antonio J. Serrano-López
2007 — conf
A Family of Adaptive Algorithms Robust to Impulsive Noise.
DSP
Emilio Soria-Olivas, José David Martín-Guerrero, Marcelino Martínez-Sober, Alfredo Rosado, Javier Calpe
2007 J jnl
An approach based on the Adaptive Resonance Theory for analysing the viability of recommender systems in a citizen Web portal.
Expert Syst. Appl.
José David Martín-Guerrero, Paulo J. G. Lisboa, Emilio Soria-Olivas, Alberto Palomares, Emili Balaguer
2007 J jnl
Steady-state and tracking analysis of a robust adaptive filter with low computational cost.
Signal Process.
Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López, Javier Calpe-Maravilla, Jonathon A. Chambers
2007 — conf
Validation of a Reinforcement Learning Policy for Dosage Optimization of Erythropoietin.
Australian Conference on Artificial Intelligence
José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, Mónica Climente-Martí, Teresa De Diego-Santos, N. Víctor Jiménez
2007 J jnl
Weekly milk prediction on dairy goats using neural networks.
Neural Comput. Appl.
Carlos Fernández, Emilio Soria-Olivas, P. Sánchez-Seiquer, Luis Gómez-Chova, Rafael Magdalena, José David Martín-Guerrero, M. J. Navarro, Antonio J. Serrano-López
2006 J jnl
Efficient pruning of multilayer perceptrons using a fuzzy sigmoid activation function.
Neurocomputing
Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López, Javier Calpe-Maravilla, Joan Vila-Francés, Gustavo Camps-Valls
2006 J jnl
Enhancing decision-based neural networks through local competition.
Neurocomputing
Gustavo Camps-Valls, Luis Gómez-Chova, Joan Vila-Francés, José David Martín-Guerrero, Antonio J. Serrano-López, Emilio Soria-Olivas
2006 J jnl
Neural networks for animal science applications: Two case studies.
Expert Syst. Appl.
Carlos Fernández, Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano
2006 J jnl
Non-linear RLS-based algorithm for pattern classification.
Signal Process.
Emilio Soria-Olivas, Gustavo Camps-Valls, José David Martín-Guerrero, Javier Calpe-Maravilla, Joan Vila-Francés, Antonio J. Serrano-López
2006 J jnl
Studying the feasibility of a recommender in a citizen web portal based on user modeling and clustering algorithms.
Expert Syst. Appl.
José David Martín-Guerrero, Alberto Palomares, Emili Balaguer-Ballester, Emilio Soria-Olivas, Juan Gómez-Sanchís, Antonio Soriano-Asensi
2004 J jnl
A novel approach to introducing adaptive filters based on the LMS algorithm and its variants.
IEEE Trans. Educ.
Emilio Soria-Olivas, Javier Calpe-Maravilla, Jonathon A. Chambers, Marcelino Martínez-Sober, Gustavo Camps-Valls, José David Martín-Guerrero
2004 J jnl
Crane collision modelling using a neural network approach.
Expert Syst. Appl.
Ignacio García-Fernández, José David Martín-Guerrero, Marta Pla-Castells, Emilio Soria-Olivas, Rafael J. Martínez-Durá, Jordi Muñoz-Marí
2004 J jnl
Fuzzy sigmoid kernel for support vector classifiers.
Neurocomputing
Gustavo Camps-Valls, José David Martín-Guerrero, José Luis Rojo-Álvarez, Emilio Soria-Olivas
2004 — conf
Machine Learning Methods for One-Session Ahead Prediction of Accesses to Page Categories.
AH
José David Martín-Guerrero, Emili Balaguer-Ballester, Gustavo Camps-Valls, Alberto Palomares, Antonio J. Serrano-López, Juan Gómez-Sanchís, Emilio Soria-Olivas
2004 J jnl
Profiled support vector machines for antisense oligonucleotide efficacy prediction.
BMC Bioinform.
Gustavo Camps-Valls, Alistair M. Chalk, Antonio J. Serrano-López, José David Martín-Guerrero, Erik L. L. Sonnhammer
2004 — conf
Regularized RBF Networks for Hyperspectral Data Classification.
ICIAR (2)
Gustavo Camps-Valls, Antonio J. Serrano-López, Luis Gómez-Chova, José David Martín-Guerrero, Javier Calpe-Maravilla, José F. Moreno
2004 J jnl
Robust support vector method for hyperspectral data classification and knowledge discovery.
IEEE Trans. Geosci. Remote. Sens.
Gustavo Camps-Valls, Luis Gómez-Chova, Javier Calpe-Maravilla, José David Martín-Guerrero, Emilio Soria-Olivas, Luis Alonso-Chorda, José F. Moreno
2003 — conf
A Pseudo-Supervised Approach to Improve a Recommender Based on Collaborative Filtering.
User Modeling
José David Martín-Guerrero
2003 J jnl
A low-complexity fuzzy activation function for artificial neural networks.
IEEE Trans. Neural Networks
Emilio Soria-Olivas, José David Martín-Guerrero, Gustavo Camps-Valls, Antonio J. Serrano-López, Javier Calpe-Maravilla, Luis Gómez-Chova
2003 — conf
CART-based feature selection of hyperspectral images for crop cover classification.
ICIP (3)
Luis Gómez-Chova, Javier Calpe-Maravilla, Emilio Soria-Olivas, Gustavo Camps-Valls, José David Martín-Guerrero, José F. Moreno
2003 J jnl
Dosage individualization of erythropoietin using a profile-dependent support vector regression.
IEEE Trans. Biomed. Eng.
José David Martín-Guerrero, Gustavo Camps-Valls, Emilio Soria-Olivas, Antonio J. Serrano-López, Juan José Pérez-Ruixo, N. Víctor Jiménez-Torres
2003 C conf
Feature selection of hyperspectral data through local correlation and SFFS for crop classification.
IGARSS
Luis Gómez-Chova, Javier Calpe, Gustau Camps-Valls, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, Luis Alonso-Chorda, José Moreno
2003 J jnl
Prediction of cyclosporine dosage in patients after kidney transplantation using neural networks.
IEEE Trans. Biomed. Eng.
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
2003 C conf
Semi-supervised classification method for hyperspectral remote sensing images.
IGARSS
Luis Gómez-Chova, Javier Calpe, Gustau Camps-Valls, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, Luis Alonso-Chorda, José Moreno
2003 Misc conf
Support Vector Machines for Crop Classification Using Hyperspectral Data.
IbPRIA
Gustavo Camps-Valls, Luis Gómez-Chova, Javier Calpe-Maravilla, Emilio Soria-Olivas, José David Martín-Guerrero, José F. Moreno
2003 J jnl
Use of neural networks for dosage individualisation of erythropoietin in patients with secondary anemia to chronic renal failure.
Comput. Biol. Medicine
José David Martín-Guerrero, Emilio Soria-Olivas, Gustavo Camps-Valls, Antonio J. Serrano-López, Juan José Pérez-Ruixo, N. Víctor Jiménez-Torres
2001 C conf
Neural Networks Ensemble for Cyclosporine Concentration Monitoring.
ICANN
Gustavo Camps-Valls, Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López, Juan José Pérez-Ruixo, N. Víctor Jiménez
2001 — conf
Some Examples for Solving Clinical Problems Using Neural Networks.
IWANN (2)
Antonio J. Serrano-López, Emilio Soria-Olivas, Gustavo Camps-Valls, José David Martín-Guerrero, N. Víctor Jiménez