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ORCIDAntonio J. Serrano
Antonio José Serrano – Antonio J. Serrano-López – Antonio José Serrano-López
Person information
- affiliation: University of Valencia, Burjassot (Valencia), Spain
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2020 – today
- 2024
[j29]Pablo Rodríguez-Belenguer
, José Luis Piñana, Manuel Sánchez-Montañés, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López:
A machine learning approach to identify groups of patients with hematological malignant disorders. Comput. Methods Programs Biomed. 246: 108011 (2024)- [i6]Fernando Mateo, Joan Vila-Francés, Emilio Soria-Olivas, Marcelino Martínez-Sober, Juan Gómez-Sanchís, Antonio José Serrano-López:
Dynamic classifier auditing by unsupervised anomaly detection methods: an application in packaging industry predictive maintenance. CoRR abs/2405.11960 (2024) - [i5]Alejandro Dionis-Ros, Joan Vila-Francés, Rafael Magdalena Benedicto, Fernando Mateo, Antonio J. Serrano-López:
Multimodal video analysis for crowd anomaly detection using open access tourism cameras. CoRR abs/2405.12708 (2024) - [i4]A. Herreros-Martínez, R. Magdalena-Benedicto, Joan Vila-Francés, Antonio J. Serrano-López, Sonia Pérez-Díaz:
Applied Machine Learning to Anomaly Detection in Enterprise Purchase Processes. CoRR abs/2405.14754 (2024) - 2023
- [j28]Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Joan Vila-Francés, Juan Gómez-Sanchís:
Empirical study of the modulus as activation function in computer vision applications. Eng. Appl. Artif. Intell. 120: 105863 (2023) - [i3]Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Joan Vila-Francés, Juan Gómez-Sanchís:
Empirical study of the modulus as activation function in computer vision applications. CoRR abs/2301.05993 (2023) - 2022
- [j27]Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Juan Gómez-Sanchís, Fernando Mateo:
Approaching sales forecasting using recurrent neural networks and transformers. Expert Syst. Appl. 201: 116993 (2022) - [i2]Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Juan Gómez-Sanchís, Fernando Mateo:
Approaching sales forecasting using recurrent neural networks and transformers. CoRR abs/2204.07786 (2022) - 2021
- [c16]Iván Vallés-Pérez, Juan Gómez-Sanchís, Marcelino Martínez-Sober, Joan Vila-Francés, Antonio José Serrano-López, Emilio Soria-Olivas:
End-to-end Keyword Spotting using Xception-1d. ESANN 2021 - [i1]Iván Vallés-Pérez, Juan Gómez-Sanchís, Marcelino Martínez-Sober, Joan Vila-Francés, Antonio J. Serrano-López, Emilio Soria-Olivas:
End-to-end Keyword Spotting using Xception-1d. CoRR abs/2110.07498 (2021)
2010 – 2019
- 2019
- [j26]Alberto Urueña-López, Fernando Mateo, Julio Navío-Marco, José María Martínez-Martínez, Juan Gómez-Sanchís, Joan Vila-Francés, Antonio José Serrano-López:
Analysis of computer user behavior, security incidents and fraud using Self-Organizing Maps. Comput. Secur. 83: 38-51 (2019) - [j25]Sergio Castro-Garcia, Fernando Aragon-Rodriguez, Rafael R. Sola-Guirado, Antonio J. Serrano, Emilio Soria-Olivas, Jesús A. Gil-Ribes:
Vibration Monitoring of the Mechanical Harvesting of Citrus to Improve Fruit Detachment Efficiency. Sensors 19(8): 1760 (2019) - 2017
- [j24]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) - [j23]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) - [j22]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
- [j21]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) - [c15]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 - 2014
- [j20]Juan Caravaca, Emilio Soria-Olivas, Manuel Bataller, Antonio J. Serrano, Luis Such-Miquel, Joan Vila-Francés, Juan-Francisco Guerrero-Martínez:
Application of machine learning techniques to analyse the effects of physical exercise in ventricular fibrillation. Comput. Biol. Medicine 45: 1-7 (2014) - [j19]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) - 2013
- [j18]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) - [c14]Juan Caravaca, Antonio J. Serrano-López, Emilio Soria-Olivas, Manuel Bataller, Alfredo Rosado Muñoz, Luís Such-Belenguer, Juan-Francisco Guerrero-Martínez:
Effects of Physical Exercise and Glibenclamide in Local Activation Waves During Ventricular Fibrillation. CinC 2013: 1083-1086 - [c13]Juan Caravaca, Antonio J. Serrano-López, Emilio Soria-Olivas, Manuel Bataller, Alfredo Rosado Muñoz, Luís Such-Belenguer, Juan-Francisco Guerrero-Martínez:
Temporal Evolution of Spatial Regularity in Ventricular Fibrillation Modified by Physical Exercise. CinC 2013: 1087-1090 - 2012
- [j17]Juan José Carrasco Fernández, Emilio Soria-Olivas, Juan Gómez-Sanchís, Antonio José Serrano, Antonio Soriano-Asensi, Juan-Francisco Guerrero-Martínez:
MATLAB-based educational software for exploratory data analysis (EDA toolkit). Comput. Appl. Eng. Educ. 20(2): 313-320 (2012) - [j16]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) - [c12]Juan Caravaca, Antonio J. Serrano-López, Emilio Soria-Olivas, Pablo Escandell-Montero, José María Martínez-Martínez, Juan-Francisco Guerrero-Martínez:
Analysis of ventricular fibrillation signals using feature selection methods. CIP 2012: 1-6 - [c11]Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas, Josep Guimerá-Tomás, Marcelino Martínez-Sober, Antonio J. Serrano-López:
Regularized Committee of Extreme Learning Machine for Regression Problems. ESANN 2012 - 2011
- [j15]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) - [j14]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
- [c10]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 - [c9]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
- [c8]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 - [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
- [j13]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) - [j12]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) - [c7]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
- [j11]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) - [j10]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
- [j9]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) - [j8]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) - [j7]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) - [j6]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
- [j5]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) - [c6]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 - [c5]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 - [c4]Rafael Magdalena, Antonio J. Serrano, Agustin Serrano, Jorge Muñoz, Joan Vila-Francés, Emilio Soria-Olivas:
Design of a Neural Network Model as a Decision Making Aid in Renal Transplant. ISBMDA 2004: 160-170 - 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) - 2001
- [c3]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 - [c2]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 - 2000
- [c1]José V. Francés, Javier Calpe, M. Martínez, Alfredo Rosado, Antonio J. Serrano, Javier Calleja, M. Díaz:
Application of ARMA modeling to the improvement of weight estimations in fruit sorting and grading machinery. ICASSP 2000: 3666-3669
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
Gustau Camps-Valls
aka: Gustavo Camps-Valls
aka: Gustavo Camps-Valls
José D. Martín-Guerrero
aka: José David Martín-Guerrero
aka: José David Martín-Guerrero
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