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Daniel Peralta
Daniel Peralta
Postdoctoral researcher - Doctor Assistant, Department of Information Technology. Ghent University
Verified email at ugent.be
Title
Cited by
Cited by
Year
MRPR: a MapReduce solution for prototype reduction in big data classification
I Triguero, D Peralta, J Bacardit, S García, F Herrera
neurocomputing 150, 331-345, 2015
2462015
A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation
D Peralta, M Galar, I Triguero, D Paternain, S García, E Barrenechea, ...
Information Sciences 315, 67-87, 2015
1652015
Evolutionary feature selection for big data classification: A mapreduce approach
D Peralta, S del Río, S Ramírez-Gallego, I Triguero, JM Benitez, F Herrera
Mathematical Problems in Engineering 2015, 2015
1632015
An overview of e-learning in cloud computing
A Fernandez, D Peralta, F Herrera, JM Benítez
Workshop on Learning Technology for Education in Cloud (LTEC'12), 35-46, 2012
1392012
On the use of convolutional neural networks for robust classification of multiple fingerprint captures
D Peralta, I Triguero, S García, Y Saeys, JM Benitez, F Herrera
International Journal of Intelligent Systems 33 (1), 213-230, 2018
962018
A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models
M Galar, J Derrac, D Peralta, I Triguero, D Paternain, C Lopez-Molina, ...
Knowledge-based systems 81, 76-97, 2015
842015
Fast fingerprint identification for large databases
D Peralta, I Triguero, R Sanchez-Reillo, F Herrera, JM Benítez
Pattern Recognition 47 (2), 588-602, 2014
792014
E-learning and educational data mining in cloud computing: an overview
A Fernández, D Peralta, JM Benítez, F Herrera
International Journal of Learning Technology 9 (1), 25-52, 2014
712014
A snapshot of image pre-processing for convolutional neural networks: case study of MNIST
S Tabik, D Peralta, A Herrera-Poyatos, F Herrera
International Journal of Computational Intelligence Systems 10, 555-568, 2017
692017
A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal
M Galar, J Derrac, D Peralta, I Triguero, D Paternain, C Lopez-Molina, ...
Knowledge-Based Systems 81, 98-116, 2015
572015
Classification of Human White Blood Cells Using Machine Learning for Stain‐Free Imaging Flow Cytometry
M Lippeveld, C Knill, E Ladlow, A Fuller, LJ Michaelis, Y Saeys, A Filby, ...
Cytometry Part A, 2020
542020
Minutiae filtering to improve both efficacy and efficiency of fingerprint matching algorithms
D Peralta, M Galar, I Triguero, O Miguel-Hurtado, JM Benitez, F Herrera
Engineering Applications of Artificial Intelligence 32, 37-53, 2014
462014
Distributed incremental fingerprint identification with reduced database penetration rate using a hierarchical classification based on feature fusion and selection
D Peralta, I Triguero, S García, Y Saeys, JM Benitez, F Herrera
Knowledge-Based Systems 126, 91-103, 2017
352017
Minutiae-based fingerprint matching decomposition: methodology for big data frameworks
D Peralta, S García, JM Benitez, F Herrera
Information Sciences 408, 198-212, 2017
342017
DPD-DFF: A dual phase distributed scheme with double fingerprint fusion for fast and accurate identification in large databases
D Peralta, I Triguero, S García, F Herrera, JM Benitez
Information Fusion 32, 40-51, 2016
272016
Multiobjective optimization for railway maintenance plans
D Peralta Cámara, C Bergmeir, M Krone, M Galende, M Menéndez, ...
Journal of Computing in Civil Engineering 32 (3), 2018
252018
Scalable approximate FRNN-OWA classification
OU Lenz, D Peralta, C Cornelis
IEEE Transactions on Fuzzy Systems 28 (5), 929-938, 2020
172020
Robust unsupervised dimensionality reduction based on feature clustering for single-cell imaging data
D Peralta, Y Saeys
Applied Soft Computing 93, 106421, 2020
152020
fuzzy-rough-learn 0.1: A Python Library for Machine Learning with Fuzzy Rough Sets
OU Lenz, D Peralta, C Cornelis
International Joint Conference on Rough Sets, 491-499, 2020
112020
A combined mapreduce-windowing two-level parallel scheme for evolutionary prototype generation
I Triguero, D Peralta, J Bacardit, S García, F Herrera
2014 IEEE Congress on Evolutionary Computation (CEC), 3036-3043, 2014
112014
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Articles 1–20