FRANCISCO
HERRERA TRIGUERO
CATEDRÁTICO DE UNIVERSIDAD
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Ghent University
Gante, BélgicaPublicaciones en colaboración con investigadores/as de Ghent University (35)
2020
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Asynchronous Processing for Latent Fingerprint Identification on Heterogeneous CPU-GPU Systems
IEEE Access, Vol. 8, pp. 124236-124253
2018
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Dynamic affinity-based classification of multi-class imbalanced data with one-versus-one decomposition: a fuzzy rough set approach
Knowledge and Information Systems, Vol. 56, Núm. 1, pp. 55-84
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Multi-label classification using a fuzzy rough neighborhood consensus
Information Sciences, Vol. 433-434, pp. 96-114
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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
2017
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A snapshot of image Pre-Processing for convolutional neural networks: Case study of MNIST
International Journal of Computational Intelligence Systems, Vol. 10, Núm. 1, pp. 555-568
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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
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Minutiae-based fingerprint matching decomposition: Methodology for big data frameworks
Information Sciences, Vol. 408, pp. 198-212
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kNN-IS: An Iterative Spark-based design of the k-Nearest Neighbors classifier for big data
Knowledge-Based Systems, Vol. 117, pp. 3-15
2016
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A historical account of types of fuzzy sets and their relationships
IEEE Transactions on Fuzzy Systems, Vol. 24, Núm. 1, pp. 179-194
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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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Evolutionary undersampling for extremely imbalanced big data classification under apache spark
2016 IEEE Congress on Evolutionary Computation, CEC 2016
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Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines: Experimental evaluation and support vector analysis
Applied Soft Computing Journal, Vol. 38, pp. 10-22
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Fuzzy multi-instance classifiers
IEEE Transactions on Fuzzy Systems, Vol. 24, Núm. 6, pp. 1395-1409
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Fuzzy rough classifiers for class imbalanced multi-instance data
Pattern Recognition, Vol. 53, pp. 36-45
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Multiple instance learning: Foundations and algorithms
Springer International Publishing, pp. 1-233
2015
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A MapReduce-Based k-Nearest Neighbor Approach for Big Data Classification
Proceedings - 14th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 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