Rubén Armañanzas
Rubén Armañanzas
BrainScope Inc.
Verified email at ieee.org - Homepage
TitleCited byYear
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
5912006
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
2292009
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), 6, 2008
1032008
A multiobjective approach to the portfolio optimization problem
R Armananzas, JA Lozano
2005 IEEE Congress on Evolutionary Computation 2, 1388-1395, 2005
1012005
Towards the automatic classification of neurons
R Armañanzas, GA Ascoli
Trends in neurosciences 38 (5), 307-318, 2015
642015
Machine learning: an indispensable tool in bioinformatics
I Inza, B Calvo, R Armañanzas, E Bengoetxea, P Larrañaga, JA Lozano
Bioinformatics methods in clinical research, 25-48, 2010
602010
Mateda-2.0: Estimation of distribution algorithms in MATLAB
R Santana, C Bielza, P Larranaga, JA Lozano, C Echegoyen, ...
Journal of Statistical Software 35 (7), 1-30, 2010
532010
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), 43, 2012
482012
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
402008
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
392010
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
372008
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
302013
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
232009
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
222013
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
212009
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 (1), 121-127, 2015
192015
Voxel-based diagnosis of Alzheimer's disease using classifier ensembles
R Armañanzas, M Iglesias, DA Morales, L Alonso-Nanclares
IEEE journal of biomedical and health informatics 21 (3), 778-784, 2016
182016
Win–win data sharing in neuroscience
GA Ascoli, P Maraver, S Nanda, S Polavaram, R Armañanzas
Nature methods 14 (2), 112, 2017
162017
Comparison of metaheuristic strategies for peakbin selection in proteomic mass spectrometry data
M García-Torres, R Armañanzas, C Bielza, P Larrañaga
Information Sciences 222, 229-246, 2013
152013
Genetic algorithms and G aussian B ayesian networks to uncover the predictive core set of bibliometric indices
A Ibáñez, R Armañanzas, C Bielza, P Larrañaga
Journal of the Association for Information Science and Technology 67 (7 …, 2016
132016
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Articles 1–20