Antonio J. Serrano
Orcid: 0000-0002-3863-8611Affiliations:
- University of Valencia, Burjassot (Valencia), Spain
According to our database1,
Antonio J. Serrano
authored at least 45 papers
between 2000 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
Empirical study of the modulus as activation function in computer vision applications.
Eng. Appl. Artif. Intell., April, 2023
2022
Expert Syst. Appl., 2022
2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
2019
Vibration Monitoring of the Mechanical Harvesting of Citrus to Improve Fruit Detachment Efficiency.
Sensors, 2019
Analysis of computer user behavior, security incidents and fraud using Self-Organizing Maps.
Comput. Secur., 2019
2017
A framework for modelling the biomechanical behaviour of the human liver during breathing in real time using machine learning.
Expert Syst. Appl., 2017
A finite element-based machine learning approach for modeling the mechanical behavior of the breast tissues under compression in real-time.
Comput. Biol. Medicine, 2017
2016
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016
2014
Prediction of the hemoglobin level in hemodialysis patients using machine learning techniques.
Comput. Methods Programs Biomed., 2014
Application of machine learning techniques to analyse the effects of physical exercise in ventricular fibrillation.
Comput. Biol. Medicine, 2014
2013
Expert Syst. Appl., 2013
Temporal Evolution of Spatial Regularity in Ventricular Fibrillation Modified by Physical Exercise.
Proceedings of the Computing in Cardiology, 2013
Effects of Physical Exercise and Glibenclamide in Local Activation Waves During Ventricular Fibrillation.
Proceedings of the Computing in Cardiology, 2013
2012
Self-Organising Maps: A new way to screen the level of satisfaction of dialysis patients.
Expert Syst. Appl., 2012
Comput. Appl. Eng. Educ., 2012
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012
2011
Modelling net radiation at surface using "in situ" netpyrradiometer measurements with artificial neural networks.
Expert Syst. Appl., 2011
2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010
2009
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
2008
A Teaching Laboratory in Analog Electronics: Changes to Address the Bologna Requirements.
IEEE Trans. Educ., 2008
Web mining based on Growing Hierarchical Self-Organizing Maps: Analysis of a real citizen web portal.
Expert Syst. Appl., 2008
Proceedings of the Recent Advances in Reinforcement Learning, 8th European Workshop, 2008
2007
Steady-state and tracking analysis of a robust adaptive filter with low computational cost.
Signal Process., 2007
Neural Comput. Appl., 2007
2006
Efficient pruning of multilayer perceptrons using a fuzzy sigmoid activation function.
Neurocomputing, 2006
Neurocomputing, 2006
Expert Syst. Appl., 2006
2004
BMC Bioinform., 2004
Proceedings of the Biological and Medical Data Analysis, 5th International Symposium, 2004
Proceedings of the Image Analysis and Recognition: International Conference, 2004
Machine Learning Methods for One-Session Ahead Prediction of Accesses to Page Categories.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2004
2003
IEEE Trans. Neural Networks, 2003
Dosage individualization of erythropoietin using a profile-dependent support vector regression.
IEEE Trans. Biomed. Eng., 2003
Prediction of cyclosporine dosage in patients after kidney transplantation using neural networks.
IEEE Trans. Biomed. Eng., 2003
Use of neural networks for dosage individualisation of erythropoietin in patients with secondary anemia to chronic renal failure.
Comput. Biol. Medicine, 2003
2001
Proceedings of the Bio-inspired Applications of Connectionism, 2001
Proceedings of the Artificial Neural Networks, 2001
2000
Application of ARMA modeling to the improvement of weight estimations in fruit sorting and grading machinery.
Proceedings of the IEEE International Conference on Acoustics, 2000