ANTONIO JOSE
SERRANO LOPEZ
TITULAR DE UNIVERSIDAD
JOSE DAVID
MARTIN GUERRERO
CATEDRÁTICO/A DE UNIVERSIDAD
Publicaciones en las que colabora con JOSE DAVID MARTIN GUERRERO (24)
2018
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Modeling the mechanical behavior of the breast tissues under compression in real time
Lecture Notes in Computational Vision and Biomechanics, Vol. 27, pp. 583-592
2017
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A finite element-based machine learning approach for modeling the mechanical behavior of the breast tissues under compression in real-time
Computers in Biology and Medicine, Vol. 90, pp. 116-124
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A framework for modelling the biomechanical behaviour of the human liver during breathing in real time using machine learning
Expert Systems with Applications, Vol. 71, pp. 342-357
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Use of SOMs for footwear comfort evaluation
Neural Computing and Applications, Vol. 28, Núm. 7, pp. 1763-1773
2016
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A new visualization tool for data mining techniques
Progress in Artificial Intelligence, Vol. 5, Núm. 2, pp. 137-154
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Machine Learning for Modeling the Biomechanical Behavior of Human Soft Tissue
IEEE International Conference on Data Mining Workshops, ICDMW
2014
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Prediction of the hemoglobin level in hemodialysis patients using machine learning techniques
Computer Methods and Programs in Biomedicine, Vol. 117, Núm. 2, pp. 208-217
2012
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Self-Organising Maps: A new way to screen the level of satisfaction of dialysis patients
Expert Systems with Applications, Vol. 39, Núm. 10, pp. 8793-8798
2009
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Simucapra: Educational software application for Animal Nutrition based on MATLAB
International Journal of Engineering Education, Vol. 25, Núm. 5, pp. 998-1004
2008
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A teaching laboratory in analog electronics: Changes to address the Bologna requirements
IEEE Transactions on Education, Vol. 51, Núm. 4, pp. 456-460
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Web mining based on Growing Hierarchical Self-Organizing Maps: Analysis of a real citizen web portal
Expert Systems with Applications, Vol. 34, Núm. 4, pp. 2988-2994
2007
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Steady-state and tracking analysis of a robust adaptive filter with low computational cost
Signal Processing, Vol. 87, Núm. 1, pp. 210-215
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Weekly milk prediction on dairy goats using neural networks
Neural Computing and Applications, Vol. 16, Núm. 4-5, pp. 373-381
2006
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Efficient pruning of multilayer perceptrons using a fuzzy sigmoid activation function
Neurocomputing, Vol. 69, Núm. 7-9 SPEC. ISS., pp. 909-912
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Enhancing decision-based neural networks through local competition
Neurocomputing, Vol. 69, Núm. 7-9 SPEC. ISS., pp. 905-908
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Non-linear RLS-based algorithm for pattern classification
Signal Processing, Vol. 86, Núm. 5, pp. 1104-1108
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Situación del sector caprino lechero en la Región de Murcia: análisis cualitativo y mapas autoorganizados
Ganadería, Núm. 43, pp. 38-43
2004
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Machine learning methods for one-session ahead prediction of accesses to page categories
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 3137, pp. 421-424
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Profiled support vector machines for antisense oligonucleotide efficay prediction
BMC Bioinformatics, Vol. 5
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Regularized RBF networks for hyperspectral data classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 3212, pp. 429-436