Manel Martínez-Ramón

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José Luis Rojo ÁlvarezProfessor of Telecommunication Engineering, Rey Juan Carlos UniversityVerified email at urjc.es
Gustau Camps-VallsProfessor. Fellow IEEE/ELLIS/ESF/EurASC/AE. Image Processing Lab (IPL). Universitat de ValènciaVerified email at uv.es
Christos ChristodoulouUniversity of New MexicoVerified email at unm.edu
Jordi Muñoz-MaríProfessor. Electronic Engineering Department, University of ValenciaVerified email at uv.es
Vanessa Gómez VerdejoUniversidad Carlos III de MadridVerified email at tsc.uc3m.es
Antonio Artés RodríguezProfessor, Dept. of Signal Theory and Communications, Universidad Carlos III de MadridVerified email at tsc.uc3m.es
ANGEL NAVIA VAZQUEZProf. Signal Processing and Communications. Univ. Carlos III, MadridVerified email at ing.uc3m.es
Gregory L. HeilemanUniversity of ArizonaVerified email at arizona.edu
Jerónimo Arenas-GarcíaUniversidad Carlos III de MadridVerified email at uc3m.es
Andrea MammoliSandia National LaboratoriesVerified email at sandia.gov
Meenu AjithPostdoctoral Research AssociateVerified email at gsu.edu
Luis Gómez-ChovaFull Professor, Image Processing Laboratory (IPL), Universitat de ValenciaVerified email at uv.es
Arjun GuptaPostdoctoral Research Scientist, Reality Labs ResearchVerified email at fb.com
Sancho Salcedo-SanzCatedrático de Universidad (Full Professor), Universidad de AlcaláVerified email at uah.es
Sandra G. BiedronElement Aero, University of New MexicoVerified email at unm.edu
Manish BhattaraiScientist at Los Alamos National Laboratory,Verified email at lanl.gov
Felipe Alonso-AtienzaSenior Data Scientist @Openbank, part-time Associate Professor @URJCVerified email at urjc.es
Óscar García HindePhD Student, Carlos III UniversityVerified email at tsc.uc3m.es
Eduardo Castro WittingResearch Staff Member at IBM ResearchVerified email at us.ibm.com
Vince D. CalhounDirector-Translational Research in Neuroimaging and Data Science (TReNDS;GSU/GAtech/Emory)Verified email at gsu.edu

Manel Martínez-Ramón

Professor. The University of New Mexico

Verified email at unm.edu - Homepage

Machine Learning. Smart grid.


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Kernel-based framework for multitemporal and multisource remote sensing data classification and change detection G Camps-Valls, L Gómez-Chova, J Muñoz-Marí, JL Rojo-Álvarez, ... IEEE Transactions on Geoscience and Remote Sensing 46 (6), 1822-1835, 2008	423	2008
Support vector method for robust ARMA system identification JL Rojo-Álvarez, M Martínez-Ramón, M de Prado-Cumplido, ... IEEE transactions on signal processing 52 (1), 155-164, 2004	193	2004
Support vector machines in engineering: an overview S Salcedo‐Sanz, JL Rojo‐Álvarez, M Martínez‐Ramón, G Camps‐Valls Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 4 (3 …, 2014	166	2014
Kernel methods in bioengineering, signal and image processing G Camps-Valls, JL Rojo-Alvarez, M Martínez-Ramón Igi Global, 2006	128*	2006
Support vector machines for antenna array processing and electromagnetics M Martínez-Ramón, C Christodoulou Synthesis Lectures on Computational Electromagnetics 1 (1), 1-120, 2005	123	2005
Digital signal processing with Kernel methods JL Rojo-Álvarez, M Martínez-Ramón, J Munoz-Mari, G Camps-Valls John Wiley & Sons, 2018	115*	2018
Plant identification via adaptive combination of transversal filters J Arenas-García, M Martínez-Ramón, A Navia-Vazquez, ... Signal Processing 86 (9), 2430-2438, 2006	114	2006
Support vector machines for nonlinear kernel ARMA system identification M Martínez-Ramón, JL Rojo-Alvarez, G Camps-Valls, J Muñoz-Marí, ... IEEE Transactions on Neural Networks 17 (6), 1617-1622, 2006	112	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	104	2002
Beamforming using support vector machines M Martínez-Ramón, N Xu, CG Christodoulou IEEE Antennas and Wireless Propagation Letters 4, 439-442, 2005	90	2005
Sample selection via clustering to construct support vector-like classifiers A Lyhyaoui, M Martinez, I Mora, M Vaquez, JL Sancho, ... Neural Networks, IEEE Transactions on 10 (6), 1474-1481, 1999	90	1999
Characterization of groups using composite kernels and multi-source fMRI analysis data: application to schizophrenia E Castro, M Martínez-Ramón, G Pearlson, J Sui, VD Calhoun Neuroimage 58 (2), 526-536, 2011	80	2011
Advanced detection of HVAC faults using unsupervised SVM novelty detection and Gaussian process models PM Van Every, M Rodriguez, CB Jones, AA Mammoli, M Martínez-Ramón Energy and Buildings 149, 216-224, 2017	79	2017
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	78	2005
Support vector machines for robust channel estimation in OFDM MJFG Garcia, JL Rojo-Álvarez, F Alonso-Atienza, M Martínez-Ramón IEEE Signal Processing Letters 13 (7), 397-400, 2006	77	2006
A multiple kernel learning approach to perform classification of groups from complex-valued fMRI data analysis: Application to schizophrenia E Castro, V Gómez-Verdejo, M Martínez-Ramón NeuroImage 87, 1-17, 2014	65	2014
fMRI pattern classification using neuroanatomically constrained boosting M Martínez-Ramón, V Koltchinskii, GL Heileman, S Posse Neuroimage 31 (3), 1129-1141, 2006	62	2006
A robust support vector algorithm for nonparametric spectral analysis JL Rojo-Álvarez, M Martínez-Ramón, AR Figueiras-Vidal, ... IEEE Signal Processing Letters 10 (11), 320-323, 2003	58	2003
Nonuniform interpolation of noisy signals using support vector machines JL Rojo-Álvarez, C Figuera-Pozuelo, CE Martínez-Cruz, G Camps-Valls, ... IEEE Transactions on Signal Processing 55 (8), 4116-4126, 2007	51	2007
Kernel antenna array processing M Martínez-Ramón, JL Rojo-Álvarez, G Camps-Valls, CG Christodoulou IEEE transactions on antennas and propagation 55 (3), 642-650, 2007	45	2007

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