{"id":"https://openalex.org/W2894958918","doi":"https://doi.org/10.1093/bioinformatics/btaa855","title":"selectBoost: a general algorithm to enhance the performance of variable selection methods","display_name":"selectBoost: a general algorithm to enhance the performance of variable selection methods","publication_year":2020,"publication_date":"2020-09-21","ids":{"openalex":"https://openalex.org/W2894958918","doi":"https://doi.org/10.1093/bioinformatics/btaa855","mag":"2894958918","pmid":"https://pubmed.ncbi.nlm.nih.gov/33016991"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btaa855","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btaa855","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/37/5/659/37808861/btaa855.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/37/5/659/37808861/btaa855.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018958239","display_name":"Fr\u00e9d\u00e8ric Bertrand","orcid":"https://orcid.org/0000-0002-0837-8281"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I140494188","display_name":"Universit\u00e9 de Technologie de Troyes","ror":"https://ror.org/01qhqcj41","country_code":"FR","type":"education","lineage":["https://openalex.org/I140494188"]},{"id":"https://openalex.org/I4210118362","display_name":"Institut de Recherche Math\u00e9matique Avanc\u00e9e","ror":"https://ror.org/02hwgty18","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210118362","https://openalex.org/I4210141950","https://openalex.org/I68947357"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Fr\u00e9d\u00e9ric Bertrand","raw_affiliation_strings":["Institut de Recherche Math\u00e9matique Avanc\u00e9e, CNRS UMR 7501, Labex IRMIA, Universit\u00e9 de Strasbourg , Strasbourg, France","Universit\u00e9 de Technologie de Troyes, ICD, ROSAS, M2S , Troyes, France"],"affiliations":[{"raw_affiliation_string":"Institut de Recherche Math\u00e9matique Avanc\u00e9e, CNRS UMR 7501, Labex IRMIA, Universit\u00e9 de Strasbourg , Strasbourg, France","institution_ids":["https://openalex.org/I4210118362","https://openalex.org/I68947357","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Universit\u00e9 de Technologie de Troyes, ICD, ROSAS, M2S , Troyes, France","institution_ids":["https://openalex.org/I140494188"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033887412","display_name":"Isma\u00efl Aouadi","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210105451","display_name":"F\u00e9d\u00e9ration Hospitalo-Universitaire, Paris Center for Microbiome Medicine","ror":"https://ror.org/00yyw0g86","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210105451"]},{"id":"https://openalex.org/I4210145324","display_name":"H\u00f4pitaux Universitaires de Strasbourg","ror":"https://ror.org/04bckew43","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210145324"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Isma\u00efl Aouadi","raw_affiliation_strings":["F\u00e9d\u00e9ration Hospitalo-Universitaire (FHU) OMICARE, Laboratoire Central d\u2019Immunologie, P\u00f4le de Biologie, Nouvel H\u00f4pital Civil, H\u00f4pitaux Universitaires de Strasbourg , Strasbourg, France","ImmunoRhumatologie Mol\u00e9culaire, INSERM UMR_S 1109, LabEx TRANSPLANTEX, Centre de Recherche d\u2019Immunologie et d\u2019H\u00e9matologie, F\u00e9d\u00e9ration de M\u00e9decine Translationnelle de Strasbourg (FMTS), Universit\u00e9 de Strasbourg , Strasbourg, France","Laboratoire International Associ\u00e9 (LIA) INSERM, Strasbourg (France) - Nagano (Japan) , Strasbourg, France"],"affiliations":[{"raw_affiliation_string":"F\u00e9d\u00e9ration Hospitalo-Universitaire (FHU) OMICARE, Laboratoire Central d\u2019Immunologie, P\u00f4le de Biologie, Nouvel H\u00f4pital Civil, H\u00f4pitaux Universitaires de Strasbourg , Strasbourg, France","institution_ids":["https://openalex.org/I4210145324","https://openalex.org/I4210105451"]},{"raw_affiliation_string":"ImmunoRhumatologie Mol\u00e9culaire, INSERM UMR_S 1109, LabEx TRANSPLANTEX, Centre de Recherche d\u2019Immunologie et d\u2019H\u00e9matologie, F\u00e9d\u00e9ration de M\u00e9decine Translationnelle de Strasbourg (FMTS), Universit\u00e9 de Strasbourg , Strasbourg, France","institution_ids":["https://openalex.org/I68947357","https://openalex.org/I154526488"]},{"raw_affiliation_string":"Laboratoire International Associ\u00e9 (LIA) INSERM, Strasbourg (France) - Nagano (Japan) , Strasbourg, France","institution_ids":["https://openalex.org/I154526488"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007708854","display_name":"Nicolas Jung","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210118362","display_name":"Institut de Recherche Math\u00e9matique Avanc\u00e9e","ror":"https://ror.org/02hwgty18","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210118362","https://openalex.org/I4210141950","https://openalex.org/I68947357"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nicolas Jung","raw_affiliation_strings":["ImmunoRhumatologie Mol\u00e9culaire, INSERM UMR_S 1109, LabEx TRANSPLANTEX, Centre de Recherche d\u2019Immunologie et d\u2019H\u00e9matologie, F\u00e9d\u00e9ration de M\u00e9decine Translationnelle de Strasbourg (FMTS), Universit\u00e9 de Strasbourg , Strasbourg, France","Institut de Recherche Math\u00e9matique Avanc\u00e9e, CNRS UMR 7501, Labex IRMIA, Universit\u00e9 de Strasbourg , Strasbourg, France"],"affiliations":[{"raw_affiliation_string":"ImmunoRhumatologie Mol\u00e9culaire, INSERM UMR_S 1109, LabEx TRANSPLANTEX, Centre de Recherche d\u2019Immunologie et d\u2019H\u00e9matologie, F\u00e9d\u00e9ration de M\u00e9decine Translationnelle de Strasbourg (FMTS), Universit\u00e9 de Strasbourg , Strasbourg, France","institution_ids":["https://openalex.org/I68947357","https://openalex.org/I154526488"]},{"raw_affiliation_string":"Institut de Recherche Math\u00e9matique Avanc\u00e9e, CNRS UMR 7501, Labex IRMIA, Universit\u00e9 de Strasbourg , Strasbourg, France","institution_ids":["https://openalex.org/I4210118362","https://openalex.org/I68947357","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068528684","display_name":"Rapha\u00ebl Carapito","orcid":"https://orcid.org/0000-0002-7036-442X"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210105451","display_name":"F\u00e9d\u00e9ration Hospitalo-Universitaire, Paris Center for Microbiome Medicine","ror":"https://ror.org/00yyw0g86","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210105451"]},{"id":"https://openalex.org/I4210145324","display_name":"H\u00f4pitaux Universitaires de Strasbourg","ror":"https://ror.org/04bckew43","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210145324"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Raphael Carapito","raw_affiliation_strings":["F\u00e9d\u00e9ration Hospitalo-Universitaire (FHU) OMICARE, Laboratoire Central d\u2019Immunologie, P\u00f4le de Biologie, Nouvel H\u00f4pital Civil, H\u00f4pitaux Universitaires de Strasbourg , Strasbourg, France","ImmunoRhumatologie Mol\u00e9culaire, INSERM UMR_S 1109, LabEx TRANSPLANTEX, Centre de Recherche d\u2019Immunologie et d\u2019H\u00e9matologie, F\u00e9d\u00e9ration de M\u00e9decine Translationnelle de Strasbourg (FMTS), Universit\u00e9 de Strasbourg , Strasbourg, France","Laboratoire International Associ\u00e9 (LIA) INSERM, Strasbourg (France) - Nagano (Japan) , Strasbourg, France"],"affiliations":[{"raw_affiliation_string":"F\u00e9d\u00e9ration Hospitalo-Universitaire (FHU) OMICARE, Laboratoire Central d\u2019Immunologie, P\u00f4le de Biologie, Nouvel H\u00f4pital Civil, H\u00f4pitaux Universitaires de Strasbourg , Strasbourg, France","institution_ids":["https://openalex.org/I4210145324","https://openalex.org/I4210105451"]},{"raw_affiliation_string":"ImmunoRhumatologie Mol\u00e9culaire, INSERM UMR_S 1109, LabEx TRANSPLANTEX, Centre de Recherche d\u2019Immunologie et d\u2019H\u00e9matologie, F\u00e9d\u00e9ration de M\u00e9decine Translationnelle de Strasbourg (FMTS), Universit\u00e9 de Strasbourg , Strasbourg, France","institution_ids":["https://openalex.org/I68947357","https://openalex.org/I154526488"]},{"raw_affiliation_string":"Laboratoire International Associ\u00e9 (LIA) INSERM, Strasbourg (France) - Nagano (Japan) , Strasbourg, France","institution_ids":["https://openalex.org/I154526488"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014276139","display_name":"Laurent Vallat","orcid":"https://orcid.org/0000-0002-5226-7706"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210105451","display_name":"F\u00e9d\u00e9ration Hospitalo-Universitaire, Paris Center for Microbiome Medicine","ror":"https://ror.org/00yyw0g86","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210105451"]},{"id":"https://openalex.org/I4210145324","display_name":"H\u00f4pitaux Universitaires de Strasbourg","ror":"https://ror.org/04bckew43","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210145324"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laurent Vallat","raw_affiliation_strings":["F\u00e9d\u00e9ration Hospitalo-Universitaire (FHU) OMICARE, Laboratoire Central d\u2019Immunologie, P\u00f4le de Biologie, Nouvel H\u00f4pital Civil, H\u00f4pitaux Universitaires de Strasbourg , Strasbourg, France","ImmunoRhumatologie Mol\u00e9culaire, INSERM UMR_S 1109, LabEx TRANSPLANTEX, Centre de Recherche d\u2019Immunologie et d\u2019H\u00e9matologie, F\u00e9d\u00e9ration de M\u00e9decine Translationnelle de Strasbourg (FMTS), Universit\u00e9 de Strasbourg , Strasbourg, France"],"affiliations":[{"raw_affiliation_string":"F\u00e9d\u00e9ration Hospitalo-Universitaire (FHU) OMICARE, Laboratoire Central d\u2019Immunologie, P\u00f4le de Biologie, Nouvel H\u00f4pital Civil, H\u00f4pitaux Universitaires de Strasbourg , Strasbourg, France","institution_ids":["https://openalex.org/I4210145324","https://openalex.org/I4210105451"]},{"raw_affiliation_string":"ImmunoRhumatologie Mol\u00e9culaire, INSERM UMR_S 1109, LabEx TRANSPLANTEX, Centre de Recherche d\u2019Immunologie et d\u2019H\u00e9matologie, F\u00e9d\u00e9ration de M\u00e9decine Translationnelle de Strasbourg (FMTS), Universit\u00e9 de Strasbourg , Strasbourg, France","institution_ids":["https://openalex.org/I68947357","https://openalex.org/I154526488"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035105762","display_name":"Seiamak Bahram","orcid":"https://orcid.org/0000-0002-6928-9952"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210105451","display_name":"F\u00e9d\u00e9ration Hospitalo-Universitaire, Paris Center for Microbiome Medicine","ror":"https://ror.org/00yyw0g86","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210105451"]},{"id":"https://openalex.org/I4210145324","display_name":"H\u00f4pitaux Universitaires de Strasbourg","ror":"https://ror.org/04bckew43","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210145324"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Seiamak Bahram","raw_affiliation_strings":["F\u00e9d\u00e9ration Hospitalo-Universitaire (FHU) OMICARE, Laboratoire Central d\u2019Immunologie, P\u00f4le de Biologie, Nouvel H\u00f4pital Civil, H\u00f4pitaux Universitaires de Strasbourg , Strasbourg, France","ImmunoRhumatologie Mol\u00e9culaire, INSERM UMR_S 1109, LabEx TRANSPLANTEX, Centre de Recherche d\u2019Immunologie et d\u2019H\u00e9matologie, F\u00e9d\u00e9ration de M\u00e9decine Translationnelle de Strasbourg (FMTS), Universit\u00e9 de Strasbourg , Strasbourg, France","Laboratoire International Associ\u00e9 (LIA) INSERM, Strasbourg (France) - Nagano (Japan) , Strasbourg, France"],"affiliations":[{"raw_affiliation_string":"F\u00e9d\u00e9ration Hospitalo-Universitaire (FHU) OMICARE, Laboratoire Central d\u2019Immunologie, P\u00f4le de Biologie, Nouvel H\u00f4pital Civil, H\u00f4pitaux Universitaires de Strasbourg , Strasbourg, France","institution_ids":["https://openalex.org/I4210145324","https://openalex.org/I4210105451"]},{"raw_affiliation_string":"ImmunoRhumatologie Mol\u00e9culaire, INSERM UMR_S 1109, LabEx TRANSPLANTEX, Centre de Recherche d\u2019Immunologie et d\u2019H\u00e9matologie, F\u00e9d\u00e9ration de M\u00e9decine Translationnelle de Strasbourg (FMTS), Universit\u00e9 de Strasbourg , Strasbourg, France","institution_ids":["https://openalex.org/I68947357","https://openalex.org/I154526488"]},{"raw_affiliation_string":"Laboratoire International Associ\u00e9 (LIA) INSERM, Strasbourg (France) - Nagano (Japan) , Strasbourg, France","institution_ids":["https://openalex.org/I154526488"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105923862","display_name":"Myriam Maumy\u2010Bertrand","orcid":"https://orcid.org/0000-0002-4615-1512"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210118362","display_name":"Institut de Recherche Math\u00e9matique Avanc\u00e9e","ror":"https://ror.org/02hwgty18","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210118362","https://openalex.org/I4210141950","https://openalex.org/I68947357"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Myriam Maumy-Bertrand","raw_affiliation_strings":["Institut de Recherche Math\u00e9matique Avanc\u00e9e, CNRS UMR 7501, Labex IRMIA, Universit\u00e9 de Strasbourg , Strasbourg, France"],"affiliations":[{"raw_affiliation_string":"Institut de Recherche Math\u00e9matique Avanc\u00e9e, CNRS UMR 7501, Labex IRMIA, Universit\u00e9 de Strasbourg , Strasbourg, France","institution_ids":["https://openalex.org/I4210118362","https://openalex.org/I68947357","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5018958239"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I140494188","https://openalex.org/I4210118362","https://openalex.org/I68947357"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":0.2504,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.52365953,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"37","issue":"5","first_page":"659","last_page":"668"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8011957406997681},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.6620683670043945},{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.6428190469741821},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.586300790309906},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5850763916969299},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.577045738697052},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5141878128051758},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.494221955537796},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.4851592183113098},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4568018615245819},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.426891028881073},{"id":"https://openalex.org/keywords/reverse-engineering","display_name":"Reverse engineering","score":0.4100649356842041},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2230503261089325},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1308174729347229}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8011957406997681},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.6620683670043945},{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.6428190469741821},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.586300790309906},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5850763916969299},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.577045738697052},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5141878128051758},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.494221955537796},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.4851592183113098},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4568018615245819},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.426891028881073},{"id":"https://openalex.org/C207850805","wikidata":"https://www.wikidata.org/wiki/Q269608","display_name":"Reverse engineering","level":2,"score":0.4100649356842041},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2230503261089325},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1308174729347229},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077558","descriptor_name":"Big Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077558","descriptor_name":"Big Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077558","descriptor_name":"Big Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.1093/bioinformatics/btaa855","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btaa855","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/37/5/659/37808861/btaa855.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:33016991","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33016991","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:arXiv.org:1810.01670","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1810.01670","pdf_url":"https://arxiv.org/pdf/1810.01670","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-03206128v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03206128","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics, 2021, 37 (5), pp.659-668. ⟨10.1093/bioinformatics/btaa855⟩","raw_type":"Journal articles"},{"id":"pmh:oai:pubmedcentral.nih.gov:8097688","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8097688","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics","raw_type":"Text"},{"id":"pmh:oai:univoak.eu:islandora_124934","is_oa":true,"landing_page_url":"https://univoak.eu/islandora/object/islandora%3A124934","pdf_url":null,"source":{"id":"https://openalex.org/S4306402449","display_name":"univOAK (4 institutions : Universit\u00e9 de Strasbourg, Universit\u00e9 de Haute Alsace, INSA Strasbourg, Biblioth\u00e8que Nationale et Universitaire de Strasbourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210100283","host_organization_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","host_organization_lineage":["https://openalex.org/I4210100283"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btaa855","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btaa855","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/37/5/659/37808861/btaa855.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1990583350","display_name":null,"funder_award_id":"ANR-11-LABX-0070","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G2406337955","display_name":null,"funder_award_id":"UMR 7501","funder_id":"https://openalex.org/F4320333359","funder_display_name":"College of Natural Resources and Sciences, Humboldt State University"},{"id":"https://openalex.org/G2845311635","display_name":null,"funder_award_id":"TRANS","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G2849450699","display_name":"Institut de Recherche en Math\u00e9matiques, ses Interactions et Applications","funder_award_id":"ANR-11-LABX-0055","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G3335229504","display_name":null,"funder_award_id":"Avenir","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G336453648","display_name":null,"funder_award_id":"3.2 TRIDIAG","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3580690940","display_name":null,"funder_award_id":"ANR-11-LABX-007","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G3807293409","display_name":null,"funder_award_id":"ANR-11-LABX-00","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G3953555261","display_name":null,"funder_award_id":"UMR_S 1109","funder_id":"https://openalex.org/F4320320893","funder_display_name":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale"},{"id":"https://openalex.org/G5239124491","display_name":null,"funder_award_id":"UMR_S 1109","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G7758152977","display_name":null,"funder_award_id":"support","funder_id":"https://openalex.org/F4320322892","funder_display_name":"Centre National de la Recherche Scientifique"},{"id":"https://openalex.org/G8908843160","display_name":null,"funder_award_id":"ANR-11-LABX-0055_IRMIA","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G8974876412","display_name":null,"funder_award_id":"3.2 TRIDIAG","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320320893","display_name":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale","ror":"https://ror.org/02vjkv261"},{"id":"https://openalex.org/F4320322147","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24"},{"id":"https://openalex.org/F4320322892","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73"},{"id":"https://openalex.org/F4320322893","display_name":"Institut Universitaire de France","ror":"https://ror.org/055khg266"},{"id":"https://openalex.org/F4320333359","display_name":"College of Natural Resources and Sciences, Humboldt State University","ror":null},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320337753","display_name":"Interreg","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2894958918.pdf","grobid_xml":"https://content.openalex.org/works/W2894958918.grobid-xml"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W1483883706","https://openalex.org/W1517893728","https://openalex.org/W1532319248","https://openalex.org/W1592356192","https://openalex.org/W1965125844","https://openalex.org/W1986783130","https://openalex.org/W1995674377","https://openalex.org/W2000585061","https://openalex.org/W2004147962","https://openalex.org/W2009435671","https://openalex.org/W2019176983","https://openalex.org/W2020925091","https://openalex.org/W2028781966","https://openalex.org/W2029441111","https://openalex.org/W2032230252","https://openalex.org/W2045782147","https://openalex.org/W2047028564","https://openalex.org/W2047940964","https://openalex.org/W2058358568","https://openalex.org/W2061250208","https://openalex.org/W2063978378","https://openalex.org/W2071063499","https://openalex.org/W2074682976","https://openalex.org/W2078204800","https://openalex.org/W2079775628","https://openalex.org/W2094231493","https://openalex.org/W2097360283","https://openalex.org/W2109363337","https://openalex.org/W2113328646","https://openalex.org/W2122825543","https://openalex.org/W2133871893","https://openalex.org/W2135046866","https://openalex.org/W2138019504","https://openalex.org/W2142635246","https://openalex.org/W2143689381","https://openalex.org/W2146512944","https://openalex.org/W2150940164","https://openalex.org/W2152644043","https://openalex.org/W2154332973","https://openalex.org/W2156787958","https://openalex.org/W2157875785","https://openalex.org/W2160222246","https://openalex.org/W2162942021","https://openalex.org/W2168175751","https://openalex.org/W2169103656","https://openalex.org/W2170917242","https://openalex.org/W2272422834","https://openalex.org/W2299181842","https://openalex.org/W2317866228","https://openalex.org/W2562162676","https://openalex.org/W2801179766","https://openalex.org/W2893264376","https://openalex.org/W2949107283","https://openalex.org/W2949417153","https://openalex.org/W2962931338","https://openalex.org/W2997644599","https://openalex.org/W3037000643","https://openalex.org/W3098306969","https://openalex.org/W3099090856","https://openalex.org/W3105543546","https://openalex.org/W4234698323","https://openalex.org/W4240607056","https://openalex.org/W4294541781","https://openalex.org/W4300223101","https://openalex.org/W4379510236","https://openalex.org/W6662005214","https://openalex.org/W6676664377","https://openalex.org/W6682241100","https://openalex.org/W6684653394"],"related_works":["https://openalex.org/W2363831530","https://openalex.org/W2363845219","https://openalex.org/W2381057835","https://openalex.org/W1789649838","https://openalex.org/W1780668307","https://openalex.org/W1984362519","https://openalex.org/W2051831113","https://openalex.org/W2650054517","https://openalex.org/W2362738525","https://openalex.org/W3081644756"],"abstract_inverted_index":{"Supplementary":[0],"data":[1],"are":[2],"available":[3],"at":[4],"Bioinformatics":[5],"online.":[6]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}