ANGEL NAVIA VAZQUEZ

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Antonio Artés RodríguezProfessor, Dept. of Signal Theory and Communications, Universidad Carlos III de MadridVerified email at tsc.uc3m.es
Fernando Perez-CruzChief Data Scientist Swiss Data Science Center and Professor T. at ETHZ--CSVerified email at sdsc.ethz.ch
Harold Molina-BullaVisiting Professor at Signal Theory and Communications, Universidad Carlos III de MadridVerified email at tsc.uc3m.es
Carlos Guerrero-MosqueraAI Project Manager & Machine learning Expert.Verified email at salle.url.edu
Manel Martínez-RamónProfessor. The University of New MexicoVerified email at unm.edu
Francisco J. ValverdeAssociate Professor, URJC, SpainVerified email at urjc.es
Jerónimo Arenas-GarcíaUniversidad Carlos III de MadridVerified email at uc3m.es
Emilio Parrado-HernandezUniversidad Carlos III de MadridVerified email at tsc.uc3m.es
Roberto Díaz MoralesPhd, Senior Researcher, TreelogicVerified email at tsc.uc3m.es
Rafael Pedraza-JimenezAssociate Professor - Serra Húnter Fellow, Pompeu Fabra UniversityVerified email at upf.edu
Ascension Gallardo-AntolinUniversidad Carlos III de MadridVerified email at tsc.uc3m.es
José Luis Rojo ÁlvarezProfessor of Telecommunication Engineering, Rey Juan Carlos UniversityVerified email at urjc.es
Inmaculada Mora JiménezProfessor of Electrical and Computer Engineering, Rey Juan Carlos University (Madrid)Verified email at urjc.es
Manolis KoubarakisProfessor, Dept. of Informatics and Telecommunications, National and Kapodistrian University ofVerified email at di.uoa.gr
Gustau Camps-VallsProfessor. Image Processing Lab (IPL). Universitat de ValènciaVerified email at uv.es
Michel VerleysenUniversité catholique de Louvain, ICTEAM, EPLVerified email at uclouvain.be
Vanessa Gómez VerdejoUniversidad Carlos III de MadridVerified email at tsc.uc3m.es
Christos ChristodoulouUniversity of New MexicoVerified email at unm.edu
Jorge Iriarte FrancoProfessor. Medical School. Universidad de Navarra.Verified email at unav.es
Christos TryfonopoulosUniversity of the PeloponneseVerified email at uop.gr

ANGEL NAVIA VAZQUEZ

Prof. Signal Processing and Communications. Univ. Carlos III, Madrid

Verified email at ing.uc3m.es

Machine Learning Big Data Distributed Computing Kernel Methods Natural Language Processing


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Plant identification via adaptive combination of transversal filters J Arenas-García, M Martínez-Ramón, A Navia-Vazquez, ... Signal Processing 86 (9), 2430-2438, 2006	118	2006
Distributed support vector machines A Navia-Vazquez, D Gutierrez-Gonzalez, E Parrado-Hernández, ... IEEE Transactions on Neural Networks 17 (4), 1091, 2006	110	2006
An adaptive combination of adaptive filters for plant identification M Martinez-Ramon, J Arenas-García, A Navia-Vazquez, ... 2002 14th international conference on digital signal processing proceedings …, 2002	108	2002
An IRWLS procedure for SVR F Pérez-Cruz, A Navia-Vázquez, PL Alarcón-Diana, A Artés-Rodríguez 2000 10th European Signal Processing Conference, 1-4, 2000	101	2000
New feature extraction approach for epileptic EEG signal detection using time-frequency distributions C Guerrero-Mosquera, A Malanda Trigueros, J Iriarte Franco, ... Medical & biological engineering & computing 48, 321-330, 2010	99	2010
Weighted least squares training of support vector classifiers leading to compact and adaptive schemes A Navia-Vazquez, F Pérez-Cruz, A Artes-Rodriguez, AR Figueiras-Vidal IEEE Transactions on Neural Networks 12 (5), 1047-1059, 2001	93	2001
Support vector machines framework for linear signal processing JL Rojo-Álvarez, G Camps-Valls, M Martínez-Ramón, E Soria-Olivas, ... Signal Processing 85 (12), 2316-2326, 2005	85	2005
Automatic removal of ocular artefacts using adaptive filtering and independent component analysis for electroencephalogram data C Guerrero-Mosquera, A Navia-Vázquez IET signal processing 6 (2), 99-106, 2012	77	2012
Empirical risk minimization for support vector classifiers F Pérez-Cruz, A Navia-Vázquez, AR Figueiras-Vidal, A Artés-Rodríguez IEEE Transactions on Neural Networks 14 (2), 296-303, 2003	65	2003
Agents in decentralised information ecosystems: the diet approach P Marrow, M Koubarakis, RH van Lengen, F Valverde-Albacete, ...	62	2001
Combination of Recursive Least -Norm Algorithms for Robust Adaptive Filtering in Alpha-Stable Noise A Navia-Vazquez, J Arenas-Garcia IEEE Transactions on Signal Processing 60 (3), 1478-1482, 2011	60	2011
Automatic removal of ocular artifacts from EEG data using adaptive filtering and independent component analysis C Guerrero-Mosquera, AN Vazquez 2009 17th European Signal Processing Conference, 2317-2321, 2009	59	2009
Training support vector machines with privacy-protected data FJ González-Serrano, Á Navia-Vázquez, A Amor-Martín Pattern Recognition 72, 93-107, 2017	57	2017
Growing support vector classifiers with controlled complexity E Parrado-Hernández, I Mora-Jiménez, J Arenas-Garcıa, ... Pattern Recognition 36 (7), 1479-1488, 2003	56	2003
SVC-based equalizer for burst TDMA transmissions F Pérez-Cruz, A Navia-Vázquez, PL Alarcón-Diana, A Artés-Rodrı́guez Signal Processing 81 (8), 1681-1693, 2001	56	2001
Student modeling based on fuzzy inference mechanisms A Kavcic, R Pedraza-Jiménez, H Molina-Bulla, FJ Valverde-Albacete, ... The IEEE Region 8 EUROCON 2003. Computer as a Tool. 2, 379-383, 2003	54	2003
Fast training of support vector classifiers F Pérez-Cruz, P Alarcón-Diana, A Navia-Vázquez, A Artés-Rodríguez Advances in neural information processing systems 13, 2000	52	2000
Adaptive one-class support vector machine V Gómez-Verdejo, J Arenas-García, M Lazaro-Gredilla, Á Navia-Vazquez IEEE Transactions on Signal Processing 59 (6), 2975-2981, 2011	50	2011
EEG feature selection using mutual information and support vector machine: A comparative analysis C Guerrero-Mosquera, M Verleysen, AN Vazquez 2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010	45	2010
EEG signal processing for epilepsy C Guerrero-Mosquera, AM Trigueros, A Navia-Vazquez Epilepsy–Histological, Electroencephalographic and Psychological Aspects 3 …, 2012	43	2012

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