Rubén Armañanzas

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Citations	2631	1257
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Pedro LarrañagaProfessor of Artificial Intelligence - Technical University of MadridVerified email at fi.upm.es
Inaki InzaIntelligent Systems Group ISG, Computer Science Faculty, University of the Basque Country UPV/EHUVerified email at ehu.es
Concha BielzaProfessor of Statistics and Operations Research, Technical University of MadridVerified email at fi.upm.es
Jose A. LozanoBasque Center for Applied Mathematics (BCAM), University of the Basque Country UPV/EHUVerified email at ehu.eus
Borja CalvoIntelligent Systems Group ISG, University of the Basque Country UPV/EHUVerified email at ehu.eus
Roberto SantanaIntelligent Systems Group ISG, University of the Basque Country UPV/EHUVerified email at ehu.es
Giorgio A. AscoliUniversity Professor, Krasnow Institute for Advanced Study, George Mason UniversityVerified email at gmu.edu
Guzmán SantaféUniversidad Pública de NavarraVerified email at unavarra.es
Yvan SaeysVIB - Ghent UniversityVerified email at ugent.be
Sumit NandaProject Scientist at B.R.A.I.N. lab in UCLAVerified email at g.ucla.edu
Lidia Alonso-NanclaresInstituto Cajal (CSIC) y Universidad Politécnica de MadridVerified email at cajal.csic.es
Irantzu BernalesTécnico SGIker, Universidad del País Vasco UPV/EHUVerified email at ehu.eus
Endika BengoetxeaUniversity of the Basque CountryVerified email at ehu.es
Javier DeFelipeInstituto Cajal (CSIC) and Universidad Politécnica de Madrid, SpainVerified email at cajal.csic.es
Pablo Martinez-MartinCIBERNED,Carlos III Institute of health, Madrid, SpainVerified email at ciberned.es
Mario Martínez GarcíaPhD StudentVerified email at bcamath.org
Alfonso IbáñezTechnical University of Madrid and Synergic PartnersVerified email at synergicpartners.com
Todd GilletteKrasnow Institute for Advanced Study; George Mason UniversityVerified email at gmu.edu
Santiago MazuelasBasque Center for Applied Mathematics-BCAMVerified email at bcamath.org
Susana Garcia GutierrezMD, PhDVerified email at osakidetza.eus

Rubén Armañanzas

Datalogy.me

Verified email at ieee.org - Homepage

Digital Medicine Machine Learning Computational Neuroscience


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Machine learning in bioinformatics P Larranaga, B Calvo, R Santana, C Bielza, J Galdiano, I Inza, JA Lozano, ... Briefings in bioinformatics 7 (1), 86-112, 2006	939	2006
Differential micro RNA expression in PBMC from multiple sclerosis patients D Otaegui, SE Baranzini, R Armañanzas, B Calvo, M Muñoz-Culla, ... PloS one 4 (7), e6309, 2009	300	2009
A community-based transcriptomics classification and nomenclature of neocortical cell types R Yuste, M Hawrylycz, N Aalling, A Aguilar-Valles, D Arendt, ... Nature neuroscience 23 (12), 1456-1468, 2020	136	2020
A review of estimation of distribution algorithms in bioinformatics R Armañanzas, I Inza, R Santana, Y Saeys, JL Flores, JA Lozano, ... BioData mining 1, 1-12, 2008	134	2008
A multiobjective approach to the portfolio optimization problem R Armananzas, JA Lozano 2005 IEEE congress on evolutionary computation 2, 1388-1395, 2005	130	2005
Machine learning: an indispensable tool in bioinformatics I Inza, B Calvo, R Armananzas, E Bengoetxea, P Larranaga, JA Lozano Bioinformatics methods in clinical research, 25-48, 2009	119	2009
Towards the automatic classification of neurons R Armañanzas, GA Ascoli Trends in neurosciences 38 (5), 307-318, 2015	103	2015
Unveiling relevant non-motor Parkinson's disease severity symptoms using a machine learning approach R Armañanzas, C Bielza, KR Chaudhuri, P Martinez-Martin, P Larrañaga Artificial intelligence in medicine 58 (3), 195-202, 2013	78	2013
Identification of a biomarker panel for colorectal cancer diagnosis A García-Bilbao, R Armañanzas, Z Ispizua, B Calvo, A Alonso-Varona, ... BMC cancer 12 (1), 1-13, 2012	64	2012
Win–win data sharing in neuroscience GA Ascoli, P Maraver, S Nanda, S Polavaram, R Armañanzas Nature methods 14 (2), 112-116, 2017	63	2017
Mateda-2.0: A MATLAB package for the implementation and analysis of estimation of distribution algorithms R Santana, C Bielza, P Larranaga, JA Lozano, C Echegoyen, ... Journal of Statistical Software 35, 1-30, 2010	58	2010
Gene expression profiling in limb-girdle muscular dystrophy 2A A Sáenz, M Azpitarte, R Armañanzas, F Leturcq, A Alzualde, I Inza, ... PloS one 3 (11), e3750, 2008	53	2008
Voxel-based diagnosis of Alzheimer's disease using classifier ensembles R Armananzas, M Iglesias, DA Morales, L Alonso-Nanclares IEEE journal of biomedical and health informatics 21 (3), 778-784, 2016	51	2016
Machine learning approach for the outcome prediction of temporal lobe epilepsy surgery R Armañanzas, L Alonso-Nanclares, J DeFelipe-Oroquieta, ... PLoS One 8 (4), e62819, 2013	48	2013
Detecting reliable gene interactions by a hierarchy of Bayesian network classifiers R Armañanzas, I Inza, P Larrañaga Computer methods and programs in biomedicine 91 (2), 110-121, 2008	43	2008
An open repository for single-cell reconstructions of the brain forest MA Akram, S Nanda, P Maraver, R Armañanzas, GA Ascoli Scientific data 5 (1), 1-12, 2018	41	2018
Peakbin selection in mass spectrometry data using a consensus approach with estimation of distribution algorithms R Armananzas, Y Saeys, I Inza, M Garcia-Torres, C Bielza, Y Van de Peer, ... IEEE/ACM Transactions on Computational Biology and Bioinformatics 8 (3), 760-774, 2010	39	2010
The importance of metadata to assess information content in digital reconstructions of neuronal morphology R Parekh, R Armañanzas, GA Ascoli Cell and tissue research 360, 121-127, 2015	35	2015
Microarray analysis of autoimmune diseases by machine learning procedures R Armananzas, B Calvo, I Inza, M López-Hoyos, V Martínez-Taboada, ... IEEE Transactions on Information Technology in Biomedicine 13 (3), 341-350, 2009	26	2009
MATEDA: A suite of EDA programs in Matlab R Santana, C Echegoyen, A Mendiburu, C Bielza, JA Lozano, ... Dept. Comput. Sci. Artif. Intell., Univ. Basque Country, Bilbao, Spain, Res …, 2009	24	2009

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