JOSÉ MANUEL
BENÍTEZ SÁNCHEZ
CATEDRÁTICO DE UNIVERSIDAD
ISAAC
TRIGUERO VELÁZQUEZ
CONTRATO MARÍA ZAMBRANO SENIOR
Publicacions en què col·labora amb ISAAC TRIGUERO VELÁZQUEZ (14)
2018
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On the use of convolutional neural networks for robust classification of multiple fingerprint captures
International Journal of Intelligent Systems, Vol. 33, Núm. 1, pp. 213-230
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Self-labeling techniques for semi-supervised time series classification: an empirical study
Knowledge and Information Systems, Vol. 55, Núm. 2, pp. 493-528
2017
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Distributed incremental fingerprint identification with reduced database penetration rate using a hierarchical classification based on feature fusion and selection
Knowledge-Based Systems, Vol. 126, pp. 91-103
2016
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DPD-DFF: A dual phase distributed scheme with double fingerprint fusion for fast and accurate identification in large databases
Information Fusion, Vol. 32, pp. 40-51
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On the stopping criteria for k-Nearest Neighbor in positive unlabeled time series classification problems
Information Sciences, Vol. 328, pp. 42-59
2015
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A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models
Knowledge-Based Systems, Vol. 81, pp. 76-97
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A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal
Knowledge-Based Systems, Vol. 81, pp. 98-116
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A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation
Information Sciences, Vol. 315, pp. 67-87
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Evolutionary Feature Selection for Big Data Classification: A MapReduce Approach
Mathematical Problems in Engineering, Vol. 2015
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ROSEFW-RF: The winner algorithm for the ECBDL'14 big data competition: An extremely imbalanced big data bioinformatics problem
Knowledge-Based Systems, Vol. 87, pp. 69-79
2014
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Fast fingerprint identification for large databases
Pattern Recognition, Vol. 47, Núm. 2, pp. 588-602
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Minutiae filtering to improve both efficacy and efficiency of fingerprint matching algorithms
Engineering Applications of Artificial Intelligence, Vol. 32, pp. 37-53
2012
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Optimization of neuro-coefficient smooth transition autoregressive models using differential evolution
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Time series modeling and forecasting using memetic algorithms for regime-switching models
IEEE Transactions on Neural Networks and Learning Systems, Vol. 23, Núm. 11, pp. 1841-1847