Borja Calvo

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Jose A. LozanoBasque Center for Applied Mathematics (BCAM), University of the Basque Country UPV/EHUVerified email at ehu.eus
Inaki InzaIntelligent Systems Group ISG, Computer Science Faculty, University of the Basque Country UPV/EHUVerified email at ehu.es
Josu CeberioAssociate Professor at University of the Basque CountryVerified email at ehu.eus
Ekhine IrurozkiTelecom ParisVerified email at telecom-paris.fr
Víctor RoblesUniversidad Politécnica de MadridVerified email at fi.upm.es
Concha BielzaProfessor of Statistics and Operations Research, Technical University of MadridVerified email at fi.upm.es
Roberto SantanaIntelligent Systems Group ISG, University of the Basque Country UPV/EHUVerified email at ehu.es
Adolfo Lopez de MunainJefe del Servicio de Neurología - Hospital Universitario Donostia / Director Área de NeurocienciasVerified email at osakidetza.eus
Maider Muñoz-CullaBiodonostia InstituteVerified email at biodonostia.org
David Otaegui (orcid.org/0000-0002-6...Biogipuzkoa Health Research Institute. Neuroimmunology GroupVerified email at bio-gipuzkoa.eus
Sergio BaranziniUniversity of California San FranciscoVerified email at ucsf.edu
Jose Luis FloresUniversity of the Basque CountryVerified email at ehu.eus
Christian BlumSenior Research Scientist, Artificial Intelligence Research Institute (IIIA-CSIC)Verified email at iiia.csic.es
Nuria Lopez-BigasICREA Research Professor at the Institute for Research in BiomedicineVerified email at irbbarcelona.org
Simon J. FurneyRoyal College of Surgeons in IrelandVerified email at rcsi.ie
Maria J. BlesaUniversitat Politècnica de Catalunya - BarcelonaTechVerified email at upc.edu
Alexander MendiburuIntelligent Systems Group ISG, University of the Basque Country UPV/EHUVerified email at ehu.eus
Xabier Marichalar-MendiaUniversidad del País vasco/Euskal Herriko UnibertsitateaVerified email at ehu.eus
Gavin BrownProfessor of Machine Learning, Dept of Computer Science, University of ManchesterVerified email at manchester.ac.uk
Konstantinos SechidisNovartisVerified email at novartis.com

Borja Calvo

Intelligent Systems Group ISG, University of the Basque Country UPV/EHU

Verified email at ehu.eus

Machine Learning Optimization Bioinformatics


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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, 86-112, 2006	1107	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	313	2009
scmamp: Statistical comparison of multiple algorithms in multiple problems B Calvo, G Santafé Rodrigo The R Journal, Vol. 8/1, Aug. 2016, 2016	247	2016
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	140	2010
Learning Bayesian classifiers from positive and unlabeled examples B Calvo, P Larrañaga, JA Lozano Pattern Recognition Letters 28 (16), 2375-2384, 2007	93	2007
PerMallows: An R package for Mallows and generalized Mallows models E Irurozki, B Calvo, JA Lozano Journal of Statistical Software 71, 1-30, 2016	61	2016
A new measure for gene expression biclustering based on non-parametric correlation JL Flores, I Inza, P Larrañaga, B Calvo Computer methods and programs in biomedicine 112 (3), 367-397, 2013	61	2013
Bayesian inference for algorithm ranking analysis B Calvo, J Ceberio, JA Lozano Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2018	47	2018
Sampling and learning the Mallows and Generalized Mallows models under the Cayley distance JAL Ekhine Irurozki, Borja Calvo Methodology and Computing in Applied Probability (DOI: 10.1007/s11009-016 …, 2016	45*	2016
Prioritization of candidate cancer genes—an aid to oncogenomic studies SJ Furney, B Calvo, P Larranaga, JA Lozano, N Lopez-Bigas Nucleic acids research 36 (18), e115-e115, 2008	45	2008
Bayesian performance analysis for black-box optimization benchmarking B Calvo, OM Shir, J Ceberio, C Doerr, H Wang, T Bäck, JA Lozano Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019	41	2019
Global DNA methylation: uncommon event in oral lichenoid disease NG Bediaga, X Marichalar‐Mendia, JM Aguirre‐Urizar, B Calvo, ... Oral diseases 20 (8), 821-826, 2014	41	2014
A partially supervised classification approach to dominant and recessive human disease gene prediction B Calvo, N López-Bigas, SJ Furney, P Larrañaga, JA Lozano Computer methods and programs in biomedicine 85 (3), 229-237, 2007	34	2007
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	28	2009
Feature subset selection from positive and unlabelled examples B Calvo, P Larranaga, JA Lozano Pattern Recognition Letters 30 (11), 1027-1036, 2009	24	2009
Luminal B breast cancer subtype displays a dicotomic epigenetic pattern NG Bediaga, E Beristain, B Calvo, MA Viguri, B Gutierrez-Corres, ... SpringerPlus 5 (1), 623, 2016	23	2016
Statistical Hypothesis Testing in Positive Unlabelled Data. K Sechidis, B Calvo, G Brown ECML/PKDD (3), 66-81, 2014	21	2014
Mallows and generalized Mallows model for matchings E Irurozki, B Calvo, JA Lozano Bernoulli 25 (2), 1160-1188, 2019	19	2019
Bayesian Performance Analysis for Algorithm Ranking Comparison J Rojas-Delgado, J Ceberio, B Calvo, JA Lozano IEEE Transactions on Evolutionary Computation 26 (6), 1281-1292, 2022	15	2022
A matheuristic for the minimum weight rooted arborescence problem C Blum, B Calvo Journal of Heuristics 21 (4), 479-499, 2015	15	2015

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