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ORCIDJosé D. Martín-Guerrero
José David Martín-Guerrero
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- affiliation: University of Valencia, Intelligent Data Analysis Laboratory, Spain
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Journal Articles
- 2023
[j57]Yongcheng Ding
, Javier Gonzalez-Conde, Lucas Lamata, José D. Martín-Guerrero, Enrique Lizaso, Samuel Mugel, Xi Chen, Román Orús, Enrique Solano, Mikel Sanz:
Toward Prediction of Financial Crashes with a D-Wave Quantum Annealer. Entropy 25(2): 323 (2023)- [j56]Yongcheng Ding, Xi Chen, José Rafael Magdalena Benedicto, José D. Martín-Guerrero:
Closed-loop control of a noisy qubit with reinforcement learning. Mach. Learn. Sci. Technol. 4(2): 25020 (2023) - 2022
- [j55]José David Martín-Guerrero, Lucas Lamata:
Quantum Machine Learning: A tutorial. Neurocomputing 470: 457-461 (2022) - [j54]Mykola Harvat, José D. Martín-Guerrero:
Memory degradation induced by attention in recurrent neural architectures. Neurocomputing 502: 161-176 (2022) - [j53]Eduardo R. Miranda, Satvik Venkatesh, José D. Martín-Guerrero, Carlos Hernani-Morales, Lucas Lamata, Enrique Solano:
An Approach to Interfacing the Brain with Quantum Computers: Practical Steps and Caveats. Int. J. Unconv. Comput. 17(3): 159-171 (2022) - 2021
- [j52]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): 7521-7539 (2021) - [j51]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): 1042 (2021) - 2020
- [j50]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: 101898 (2020) - [j49]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) - [j48]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: 105567 (2020) - [j47]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): 1581 (2020) - 2017
- [j46]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: 116-124 (2017) - [j45]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:
A framework for modelling the biomechanical behaviour of the human liver during breathing in real time using machine learning. Expert Syst. Appl. 71: 342-357 (2017) - [j44]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: 127-141 (2017) - [j43]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): 1763-1773 (2017) - 2016
- [j42]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: 200-211 (2016) - [j41]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): 137-154 (2016) - 2015
- [j40]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: 56-61 (2015) - [j39]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): 8982-8988 (2015) - 2014
- [j38]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): 47-60 (2014) - [j37]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): 39-47 (2014) - [j36]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:
Prediction of the hemoglobin level in hemodialysis patients using machine learning techniques. Comput. Methods Programs Biomed. 117(2): 208-217 (2014) - [j35]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: 37-45 (2014) - 2013
- [j34]Francisco Martínez-Martínez, María José Rupérez, José David Martín-Guerrero, Carlos Monserrat, Miguel 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): 537-549 (2013) - [j33]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): 7657 (2013) - [j32]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: 79-91 (2013) - 2012
- [j31]Juan Gómez-Sanchís, José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, José Rafael Magdalena Benedicto, José Blasco:
Detecting rottenness caused by Penicillium genus fungi in citrus fruits using machine learning techniques. Expert Syst. Appl. 39(1): 780-785 (2012) - [j30]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): 5349-5357 (2012) - [j29]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): 8793-8798 (2012) - 2011
- [j28]José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, José Rafael Magdalena Benedicto, Juan Gómez-Sanchís:
Regularized extreme learning machine for regression problems. Neurocomputing 74(17): 3716-3721 (2011) - [j27]Emilio Soria-Olivas, Juan Gómez-Sanchís, José David Martín-Guerrero, Joan Vila-Francés, Marcelino Martínez-Sober, José Rafael Magdalena Benedicto, Antonio J. Serrano:
BELM: Bayesian Extreme Learning Machine. IEEE Trans. Neural Networks 22(3): 505-509 (2011) - 2010
- [j26]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): 750-756 (2010) - [j25]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): 14-18 (2010) - 2009
- [j24]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): 191-201 (2009) - [j23]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): 8022-8031 (2009) - [j22]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): 9737-9742 (2009) - 2008
- [j21]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): 165-188 (2008) - [j20]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): 665-672 (2008) - [j19]Antonio Soriano-Asensi, José David Martín-Guerrero, Emilio Soria-Olivas, Alberto Palomares, José Rafael Magdalena Benedicto, 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): 2988-2994 (2008) - [j18]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): 456-460 (2008) - 2007
- [j17]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): 743-753 (2007) - [j16]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): 373-381 (2007) - [j15]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): 210-215 (2007) - 2006
- [j14]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): 299-312 (2006) - [j13]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): 444-450 (2006) - [j12]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): 905-908 (2006) - [j11]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): 909-912 (2006) - [j10]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): 1104-1108 (2006) - 2004
- [j9]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: 135 (2004) - [j8]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): 341-348 (2004) - [j7]Gustavo Camps-Valls, José David Martín-Guerrero, José Luis Rojo-Álvarez, Emilio Soria-Olivas:
Fuzzy sigmoid kernel for support vector classifiers. Neurocomputing 62: 501-506 (2004) - [j6]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): 127-133 (2004) - [j5]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): 1530-1542 (2004) - 2003
- [j4]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): 361-373 (2003) - [j3]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): 442-448 (2003) - [j2]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): 1136-1142 (2003) - [j1]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): 1576-1579 (2003)
Conference and Workshop Papers
- 2020
- [c40]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: 145-150 - [c39]José David Martín-Guerrero, Lucas Lamata:
Quantum Machine Learning. ESANN 2020: 257-266 - 2019
- [c38]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: 1-7 - 2017
- [c37]Claudio Gallicchio, José David Martín-Guerrero, Alessio Micheli, Emilio Soria-Olivas:
Randomized Machine Learning Approaches: Recent Developments and Challenges. ESANN 2017 - 2016
- [c36]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 - [c35]José David Martín-Guerrero, Paulo J. G. Lisboa, Alfredo Vellido:
Physics and Machine Learning: Emerging Paradigms. ESANN 2016 - [c34]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: 247-253 - 2015
- [c33]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: 480-484 - 2014
- [c32]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: 756-759 - [c31]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 - 2013
- [c30]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 - [c29]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 - [c28]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 - 2012
- [c27]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 - [c26]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 - [c25]Alfredo Vellido, José David Martín-Guerrero, Paulo J. G. Lisboa:
Making machine learning models interpretable. ESANN 2012 - [c24]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: 1-7 - 2011
- [c23]Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, José Rafael Magdalena Benedicto:
Adaptive treatment of anemia on hemodialysis patients: A reinforcement learning approach. CIDM 2011: 44-49 - [c22]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: 58-65 - [c21]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: 304-309 - [c20]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 - [c19]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 - [c18]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 - [c17]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 - 2010
- [c16]Paulo J. G. Lisboa, Alfredo Vellido, José David Martín-Guerrero:
Computational Intelligence in biomedicine: Some contributions. ESANN 2010 - [c15]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 - [c14]Antonio J. Serrano, Emilio Soria-Olivas, José David Martín-Guerrero, Rafael Magdalena, Juan Gómez:
Feature selection using ROC curves on classification problems. IJCNN 2010: 1-6 - 2009
- [c13]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: 2979-2982 - 2008
- [c12]José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, José Rafael Magdalena Benedicto, Juan Gómez-Sanchís:
Use of Reinforcement Learning in Two Real Applications. EWRL 2008: 191-204 - 2007
- [c11]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: 732-738 - [c10]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: 23-26 - 2004
- [c9]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: 421-424 - [c8]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: 429-436 - 2003
- [c7]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: 134-141 - [c6]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: 589-592 - [c5]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: 555-557 - [c4]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: 1776-1778 - [c3]José David Martín-Guerrero:
A Pseudo-Supervised Approach to Improve a Recommender Based on Collaborative Filtering. User Modeling 2003: 429-431 - 2001
- [c2]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: 706-711 - [c1]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: 345-352
Editorship
- 2020
- [e1]Alfredo Vellido, Karina Gibert, Cecilio Angulo, José David Martín-Guerrero:
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. Advances in Intelligent Systems and Computing 976, Springer 2020, ISBN 978-3-030-19641-7 [contents]
Reference Works
- 2009
- [r1]José David Martín-Guerrero, Emilio Soria-Olivas, Paulo J. G. Lisboa, Antonio J. Serrano-López:
An AI Walk from Pharmacokinetics to A Marketing. Encyclopedia of Artificial Intelligence 2009: 71-75
Informal and Other Publications
- 2023
- [i13]Yongcheng Ding, José D. Martín-Guerrero, Yolanda Vives-Gilabert, Xi Chen:
Active Learning in Physics: From 101, to Progress, and Perspective. CoRR abs/2307.03899 (2023) - [i12]Antonio Ferrer-Sánchez, Carlos Flores-Garrigos, Carlos Hernani-Morales, José J. Orquín-Marqués, Narendra N. Hegade, Alejandro Gomez Cadavid, Iraitz Montalban, Enrique Solano, Yolanda Vives-Gilabert, José D. Martín-Guerrero:
Physics-Informed Neural Networks for an optimal counterdiabatic quantum computation. CoRR abs/2309.04434 (2023) - [i11]Carlos Hernani-Morales, Gabriel Alvarado Barrios, Francisco Albarrán-Arriagada, Yolanda Vives-Gilabert, Enrique Solano, José D. Martín-Guerrero:
Machine Learning for maximizing the memristivity of single and coupled quantum memristors. CoRR abs/2309.05062 (2023) - 2022
- [i10]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 abs/2201.00817 (2022) - 2021
- [i9]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 abs/2103.12650 (2021) - [i8]Rui Wang, Carlos Hernani-Morales, José D. Martín-Guerrero, Enrique Solano, Francisco Albarrán-Arriagada:
Quantum Pattern Recognition in Photonic Circuits. CoRR abs/2107.09961 (2021) - [i7]Yongcheng Ding, José D. Martín-Guerrero, Yujing Song, José Rafael Magdalena Benedicto, Xi Chen:
Active Learning for the Optimal Design of Multinomial Classification in Physics. CoRR abs/2109.08612 (2021) - [i6]Yongcheng Ding, Xi Chen, Rafael Magdalena Benedicto, José D. Martín-Guerrero:
Quantum Stream Learning. CoRR abs/2112.06628 (2021) - 2019
- [i5]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 abs/1902.05578 (2019) - [i4]Gorka Muñoz-Gil, Miguel Ángel García-March, Carlo Manzo, José David Martín-Guerrero, Maciej Lewenstein:
Machine learning method for single trajectory characterization. CoRR abs/1903.02850 (2019) - 2017
- [i3]Lucas Lamata, Unai Alvarez-Rodriguez, José David Martín-Guerrero, Mikel Sanz, Enrique Solano:
Quantum Autoencoders via Quantum Adders with Genetic Algorithms. CoRR abs/1709.07409 (2017) - 2016
- [i2]Unai Alvarez-Rodriguez, Lucas Lamata, Pablo Escandell-Montero, José David Martín-Guerrero, Enrique Solano:
Quantum Machine Learning without Measurements. CoRR abs/1612.05535 (2016) - 2015
- [i1]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 abs/1509.03977 (2015)
Coauthor Index
J. Rafael Magdalena Benedicto
aka: José Rafael Magdalena Benedicto
aka: Rafael Magdalena Benedicto
aka: Rafael Magdalena
aka: José Rafael Magdalena Benedicto
aka: Rafael Magdalena Benedicto
aka: Rafael Magdalena
Javier Calpe-Maravilla
aka: Javier Calpe
aka: Javier Calpe
Gustau Camps-Valls
aka: Gustavo Camps-Valls
aka: Gustavo Camps-Valls
Antonio J. Serrano
aka: Antonio J. Serrano-López
aka: Antonio J. Serrano-López
[j43] [j42] [j41] [j38] [j36] [j35] [j33] [j31] [j29] [j28] [j27] [j26] [j24] [j23] [j22] [j20] [j19] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [j8] [j7] [j6] [j5] [j4] [j3] [j2] [j1] [c37] [c33] [c31] [c30] [c29] [c27] [c23] [c21] [c20] [c19] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c7] [c6] [c5] [c4] [c2] [c1] [r1] [i1]
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