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José David Martín-Guerrero
2010 – today
- 2012
[j26]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): 780-785 (2012)- [j25]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
- [j24]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 Transactions on Neural Networks 22(3): 505-509 (2011)
- [c14]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: 44-49
- [c13]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
- [c12]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
- 2010
- [j23]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 Comp. Int. Mag. 5(1): 14-18 (2010)
- [c11]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
2000 – 2009
- 2009
- [j22]Rafael Magdalena, C. Fernández, José David Martín-Guerrero, Emilio Soria-Olivas, M. Martínez, M. J. Navarro, C. Mata: Qualitative analysis of goat and sheep production data using self-organizing maps. Expert Systems 26(2): 191-201 (2009)
- [j21]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)
- [j20]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)
- [c10]Emilio Soria-Olivas, José David Martín-Guerrero, J. 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
- [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
- 2008
- [j19]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)
- [j18]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): 2988-2994 (2008)
- [j17]Rafael Magdalena, Antonio J. Serrano, José David Martín-Guerrero, Alfredo Rosado, Marcelino Martinez: A Teaching Laboratory in Analog Electronics: Changes to Address the Bologna Requirements. IEEE Trans. Education 51(4): 456-460 (2008)
- [c9]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: 191-204
- 2007
- [j16]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)
- [j15]C. 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 Computing and Applications 16(4-5): 373-381 (2007)
- [j14]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 Processing 87(1): 210-215 (2007)
- [c8]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
- 2006
- [j13]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)
- [j12]C. 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)
- [j11]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)
- [j10]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)
- [j9]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 Processing 86(5): 1104-1108 (2006)
- 2004
- [j8]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 Bioinformatics 5: 135 (2004)
- [j7]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)
- [j6]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)
- [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 T. Geoscience and Remote Sensing 42(7): 1530-1542 (2004)
- [c7]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
- [c6]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
- [j4]José David Martín-Guerrero, Emilio Soria-Olivas, Gustavo Camps-Valls, Antonio J. Serrano-López, Juan José Pérez-Ruixo, N. Victor Jiménez-Torres: Use of neural networks for dosage individualisation of erythropoietin in patients with secondary anemia to chronic renal failure. Comp. in Bio. and Med. 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. Engineering 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. Engineering 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 Transactions on Neural Networks 14(6): 1576-1579 (2003)
- [c5]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
- [c4]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
- [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
Coauthor Index
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last updated on 2013-06-19 22:08 CEST by the dblp team