Daniel Peralta

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Francisco HerreraProfessor Computer Science and AI, Granada University, SpainDirección de correo verificada de decsai.ugr.es
Jose M. BenitezFull Professor, Universidad de GranadaDirección de correo verificada de decsai.ugr.es
Isaac Triguero VelázquezDistinguished Senior Research Fellow at University of Granada, Associate Professor in Data ScienceDirección de correo verificada de nottingham.ac.uk
Salvador GarcíaFull Professor of Computer Science and Artificial Intelligence. University of Granada.Dirección de correo verificada de decsai.ugr.es
Yvan SaeysVIB - Ghent UniversityDirección de correo verificada de ugent.be
Mikel GalarAssociate Professor of Computer Science and Artificial Intelligence, Universidad Pública de NavarraDirección de correo verificada de unavarra.es
Chris CornelisResearcher of Computer Science, Ghent UniversityDirección de correo verificada de ugent.be
Oliver Urs LenzPostdoc, Ghent UniversityDirección de correo verificada de ugent.be
Jaume BacarditProfessor of Artificial Intelligence, Newcastle UniversityDirección de correo verificada de newcastle.ac.uk
Joaquin Derrac RusData ScientistDirección de correo verificada de gresearch.co.uk
Alberto FernándezFull Professor in Computer Science and Artificial Intelligence, University of GranadaDirección de correo verificada de decsai.ugr.es
Sara del Río GarcíaSystems engineer, RHEA Group for European Space AgencyDirección de correo verificada de sciops.esa.int
Sergio Ramírez-GallegoPhD. ML and Computer ScienceDirección de correo verificada de thalesaleniaspace.com
Maxim LippeveldGhent UniversityDirección de correo verificada de ugent.be
Siham TabikAssociate Professor, Dpt. Computer Science and Artificial Intelligence, University of GranadaDirección de correo verificada de ugr.es
Christoph BergmeirUniversity of GranadaDirección de correo verificada de monash.edu

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Daniel Peralta

Postdoctoral researcher - Doctor Assistant, Department of Information Technology. Ghent University

Dirección de correo verificada de ugent.be

Data Mining Biometrics Big Data Deep Learning Bioinformatics


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	264	2015
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	181	2015
Evolutionary feature selection for big data classification: A mapreduce approach D Peralta, S Del Río, S Ramírez-Gallego, I Triguero, JM Benitez, ... Mathematical Problems in Engineering 2015, 1-11, 2015	170	2015
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	142	2012
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	105	2018
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	89	2015
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	86	2017
Fast fingerprint identification for large databases D Peralta, I Triguero, R Sanchez-Reillo, F Herrera, JM Benítez Pattern Recognition 47 (2), 588-602, 2014	82	2014
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	81	2020
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	77	2014
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	60	2015
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	47	2014
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	37	2017
Minutiae-based fingerprint matching decomposition: methodology for big data frameworks D Peralta, S García, JM Benitez, F Herrera Information Sciences 408, 198-212, 2017	36	2017
Scalable approximate FRNN-OWA classification OU Lenz, D Peralta, C Cornelis IEEE Transactions on Fuzzy Systems 28 (5), 929-938, 2020	33	2020
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	28	2016
Multiobjective optimization for railway maintenance plans D Peralta, C Bergmeir, M Krone, M Galende, M Menéndez, ... Journal of Computing in Civil Engineering 32 (3), 2018	27	2018
Robust unsupervised dimensionality reduction based on feature clustering for single-cell imaging data D Peralta, Y Saeys Applied Soft Computing 93, 106421, 2020	19	2020
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	17	2020
Asynchronous processing for latent fingerprint identification on heterogeneous CPU-GPU systems AJ Sanchez-Fernandez, LF Romero, D Peralta, MA Medina-Pérez, ... IEEE Access 8, 124236-124253, 2020	13	2020

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