Emilio Soria-Olivas

José Ferrer-Buedo, Marcelino Martínez-Sober, Yasser Alakhdar-Mohmara, Emilio Soria-Olivas, Josep C. Benítez-Martínez, José María Martínez-Martínez: Matlab-based interface for the simultaneous acquisition of force measures and Doppler ultrasound muscular images. Computer Methods and Programs in Biomedicine 110(1): 76-81 (2013)

Fernando Mateo, Juan José Carrasco, Abderrahim Sellami, Mónica Millán-Giraldo, Manuel Domínguez, Emilio Soria-Olivas: Machine learning methods to forecast temperature in buildings. Expert Syst. Appl. 40(4): 1061-1068 (2013)

Joan Vila-Francés, Juan Gómez-Sanchís, Emilio Soria-Olivas, Antonio José Serrano, Marcelino Martínez-Sober, Clara Bonanad, Silvia Ventura: Expert system for predicting unstable angina based on Bayesian networks. Expert Syst. Appl. 40(12): 5004-5010 (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): 780-785 (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): 8793-8798 (2012)

Antonio Geraldo-Ferreira, Emilio Soria-Olivas, Juan Gómez-Sanchís, Antonio J. Serrano-López, Almudena Velázquez-Blazquez, Ernesto López-Baeza: Modelling net radiation at surface using "in situ" netpyrradiometer measurements with artificial neural networks. Expert Syst. Appl. 38(11): 14190-14195 (2011)

Alfredo Rosado Muñoz, Manuel Bataller-Mompeán, Emilio Soria-Olivas, Claudio Scarante, Juan Guerrero-Martínez: FPGA Implementation of an Adaptive Filter Robust to Impulsive Noise: Two Approaches. IEEE Transactions on Industrial Electronics 58(3): 860-870 (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 Transactions on Neural Networks 22(3): 505-509 (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: 44-49

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

Vicente Buendia-Ramon, Emilio Soria-Olivas, José D. Martín, Pablo Escandell-Montero, José M. Martínez: Analysis of a Reinforcement Learning algorithm using Self-Organizing Maps. ESANN 2011

José M. Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José D. Martín, Juan Gómez, Joan Vila-Francés: Growing Hierarchical Sectors on Sectors. ESANN 2011

Emilio Soria-Olivas, José D. Martín, Mónica Climente-Martí, Amparo Soldevila, Antonio J. Serrano: Neural models for the analysis of kidney disease patients. ESANN 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: 1-6

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)

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)

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

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

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)

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)

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

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)

Tatyana V. Bandos, Gustavo Camps-Valls, Emilio Soria-Olivas: Statistical criteria for early-stopping of support vector machines. Neurocomputing 70(13-15): 2588-2592 (2007)

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)

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)

Gustavo Camps-Valls, Emilio Soria-Olivas, Juan José Pérez-Ruixo, Fernando Pérez-Cruz, Antonio Artés-Rodríguez, N. Víctor Jiménez: Therapeutic Drug Monitoring of Kidney Transplant Recipients Using Profiled Support Vector Machines. IEEE Transactions on Systems, Man, and Cybernetics, Part C 37(3): 359-372 (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: 732-738

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)

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)

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)

Luis Gómez-Chova, Diego Fernández-Prieto, Javier Calpe-Maravilla, Emilio Soria-Olivas, Joan Vila-Francés, Gustavo Camps-Valls: Urban monitoring using multi-temporal SAR and multi-spectral data. Pattern Recognition Letters 27(4): 234-243 (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 Processing 86(5): 1104-1108 (2006)

Manel Martínez-Ramón, José Luis Rojo-Álvarez, Gustavo Camps-Valls, Jordi Muñoz-Marí, Angel Navia-Vázquez, Emilio Soria-Olivas, Aníbal R. Figueiras-Vidal: Support Vector Machines for Nonlinear Kernel ARMA System Identification. IEEE Transactions on Neural Networks 17(6): 1617-1622 (2006)

C. A. DeJuan-Esteban, Alfredo Rosado Muñoz, Emilio Soria-Olivas, Manuel Bataller-Mompeán, Juan Guerrero-Martínez: An approach to Co-design of Complex Adaptive Systems. ReCoSoC 2006: 139-145

José Luis Rojo-Álvarez, Gustavo Camps-Valls, Manel Martínez-Ramón, Emilio Soria-Olivas, Angel Navia-Vázquez, Aníbal R. Figueiras-Vidal: Support vector machines framework for linear signal processing. Signal Processing 85(12): 2316-2326 (2005)

Alfredo Rosado Muñoz, Emilio Soria-Olivas, Joan Vila-Francés, Jordi Muñoz-Marí, Javier Calpe-Maravilla: Implementation Challenges in Complex Adaptive Systems. ReCoSoC 2005: 157-162

Gustavo Camps-Valls, Marcelino Martínez-Sober, Emilio Soria-Olivas, José Rafael Magdalena Benedito, Javier Calpe-Maravilla, Juan Guerrero-Martínez: Foetal ECG recovery using dynamic neural networks. Artificial Intelligence in Medicine 31(3): 197-209 (2004)

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)

Gustavo Camps-Valls, Manel Martínez-Ramón, José Luis Rojo-Álvarez, Emilio Soria-Olivas: Robust gamma-filter using support vector machines. Neurocomputing 62: 493-499 (2004)

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)

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)

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

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)

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)

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)

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)

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

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

Fernando Pérez-Cruz, Gustavo Camps-Valls, Emilio Soria-Olivas, Juan José Pérez-Ruixo, Aníbal R. Figueiras-Vidal, Antonio Artés-Rodríguez: Multi-dimensional Function Approximation and Regression Estimation. ICANN 2002: 757-762

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

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