Isaac Triguero Velázquez

Cytowane przez

	Wszystkie	Od 2017
Cytowania	4103	3320
h-indeks	30	28
i10-indeks	51	48

760

380

190

570

20112012201320142015201620172018201920202021202223 47 64 152 191 279 409 507 612 592 746 445

Dostęp publiczny

Wyświetl wszystko

54 artykuły

1 artykuł

dostępne

niedostępne

Objęte finansowaniem

Współautorzy

Francisco HerreraProfessor Computer Science and AI, Granada University, SpainZweryfikowany adres z decsai.ugr.es
Salvador GarcíaFull Professor of Computer Science and Artificial Intelligence. University of Granada.Zweryfikowany adres z decsai.ugr.es
Jose M. BenitezFull Professor, Universidad de GranadaZweryfikowany adres z decsai.ugr.es
Daniel PeraltaPostdoctoral researcher - Doctor Assistant, Department of Information Technology. Ghent UniversityZweryfikowany adres z ugent.be
Joaquin Derrac RusData ScientistZweryfikowany adres z gresearch.co.uk
Mikel GalarAssociate Professor of Computer Science and Artificial Intelligence, Universidad Pública de NavarraZweryfikowany adres z unavarra.es
Jesús Maillo HidalgoPh.D. Department of Computer Science and Artificial Intelligence, University of GranadaZweryfikowany adres z decsai.ugr.es
Humberto BustinceProfessor of Computer Science, Universidad Publica de NavarraZweryfikowany adres z unavarra.es
Julián Luengo MartínAssociate Professor at University of GranadaZweryfikowany adres z decsai.ugr.es
Yvan SaeysVIB - Ghent UniversityZweryfikowany adres z ugent.be
Jaume BacarditReader in Machine Learning, Newcastle UniversityZweryfikowany adres z newcastle.ac.uk
Sara del Río GarcíaSystems engineer, RHEA Group for European Space AgencyZweryfikowany adres z sciops.esa.int
Victoria Lopez MoralesResearch Associate, Imperial College LondonZweryfikowany adres z imperial.ac.uk
Cristóbal J CarmonaAssociate Professor at University of JaenZweryfikowany adres z ujaen.es
Christoph BergmeirMonash UniversityZweryfikowany adres z monash.edu
Sergio Ramírez-GallegoPhD. Student Computer Science, University of GranadaZweryfikowany adres z decsai.ugr.es
Celine Vensassociate professor, Katholieke Universiteit LeuvenZweryfikowany adres z kuleuven.be
Sarah VluymansUniversiteit GentZweryfikowany adres z ugent.be
Chris CornelisResearcher of Computer Science, Ghent UniversityZweryfikowany adres z ugent.be
José A. SáezDept. of Statistics and Operational Research, University of GranadaZweryfikowany adres z ugr.es

Obserwuj

Isaac Triguero Velázquez

Associate Professor in Data Science, School of Computer Science, University of Nottingham

Zweryfikowany adres z nottingham.ac.uk - Strona główna

Data Mining Data reduction Semi-supervised Learning Big Data Bioinformatics


Tytuł Sortuj wg cytatów Sortuj wg roku Sortuj wg tytułu	Cytowane przez Cytowane przez	Rok
Self-labeled techniques for semi-supervised learning: taxonomy, software and empirical study I Triguero, S García, F Herrera Knowledge and Information Systems 42, 245-284, 2015	450	2015
A taxonomy and experimental study on prototype generation for nearest neighbor classification I Triguero, J Derrac, S Garcia, F Herrera IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2011	304	2011
kNN-IS: An Iterative Spark-based design of the k-Nearest Neighbors classifier for big data J Maillo, S Ramírez, I Triguero, F Herrera Knowledge-Based Systems 117, 3-15, 2017	287	2017
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	242	2015
KEEL 3.0: an open source software for multi-stage analysis in data mining I Triguero, S González, JM Moyano, S García López, J Alcalá Fernández, ... Atlantis Press, 2017	193	2017
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	161	2015
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	157	2015
ROSEFW-RF: the winner algorithm for the ECBDL’14 big data competition: an extremely imbalanced big data bioinformatics problem I Triguero, S Del Río, V López, J Bacardit, JM Benítez, F Herrera Knowledge-Based Systems 87, 69-79, 2015	152	2015
Multi-head CNN–RNN for multi-time series anomaly detection: An industrial case study M Canizo, I Triguero, A Conde, E Onieva Neurocomputing 363, 246-260, 2019	149	2019
Evolutionary-based selection of generalized instances for imbalanced classification S Garcı, I Triguero, CJ Carmona, F Herrera Knowledge-Based Systems 25 (1), 3-12, 2012	149	2012
Differential evolution for optimizing the positioning of prototypes in nearest neighbor classification I Triguero, S García, F Herrera Pattern Recognition 44 (4), 901-916, 2011	138	2011
A mapreduce-based k-nearest neighbor approach for big data classification J Maillo, I Triguero, F Herrera 2015 IEEE Trustcom/BigDataSE/ISPA 2, 167-172, 2015	90	2015
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	87	2018
On the characterization of noise filters for self-training semi-supervised in nearest neighbor classification I Triguero, JA Sáez, J Luengo, S García, F Herrera Neurocomputing 132, 30-41, 2014	87	2014
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	81	2015
Transforming big data into smart data: An insight on the use of the k‐nearest neighbors algorithm to obtain quality data I Triguero, D García‐Gil, J Maillo, J Luengo, S García, F Herrera Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 9 (2 …, 2019	80	2019
Fast fingerprint identification for large databases D Peralta, I Triguero, R Sanchez-Reillo, F Herrera, JM Benítez Pattern Recognition 47 (2), 588-602, 2014	78	2014
Integrating instance selection, instance weighting, and feature weighting for nearest neighbor classifiers by coevolutionary algorithms J Derrac, I Triguero, S García, F Herrera IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2012	70	2012
SEG-SSC: A Framework Based on Synthetic Examples Generation for Self-Labeled Semi-Supervised Classification I Triguero, S García IEEE Transactions on Cybernetics 45 (4), 622-634, 2015	66	2015
Evolutionary undersampling for extremely imbalanced big data classification under apache spark I Triguero, M Galar, D Merino, J Maillo, H Bustince, F Herrera 2016 IEEE Congress on Evolutionary Computation (CEC), 640-647, 2016	65	2016

Nie można teraz wykonać tej operacji. Spróbuj ponownie później.

Prace 1–20

Cytowania rocznie

Powielone cytowania

Scalone cytowania

Dodaj współautorówWspółautorzy

Obserwuj

Cytowane przez

Współautorzy