{"id":"https://openalex.org/W2165015714","doi":"https://doi.org/10.1093/bioinformatics/btp515","title":"integrOmics: an R package to unravel relationships between two omics datasets","display_name":"integrOmics: an R package to unravel relationships between two omics datasets","publication_year":2009,"publication_date":"2009-08-25","ids":{"openalex":"https://openalex.org/W2165015714","doi":"https://doi.org/10.1093/bioinformatics/btp515","mag":"2165015714","pmid":"https://pubmed.ncbi.nlm.nih.gov/19706745"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btp515","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btp515","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/25/21/2855/48997561/bioinformatics_25_21_2855.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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/25/21/2855/48997561/bioinformatics_25_21_2855.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091163780","display_name":"Kim\u2010Anh L\u00ea Cao","orcid":"https://orcid.org/0000-0003-3923-1116"},"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/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I196454796","display_name":"Institut National des Sciences Appliqu\u00e9es de Toulouse","ror":"https://ror.org/01h8pf755","country_code":"FR","type":"education","lineage":["https://openalex.org/I196454796"]},{"id":"https://openalex.org/I4210098964","display_name":"Toulouse Mathematics Institute","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210098964"]},{"id":"https://openalex.org/I84500057","display_name":"Institut de Math\u00e9matiques de Toulouse","ror":"https://ror.org/014vp6c30","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I196454796","https://openalex.org/I4210092408","https://openalex.org/I4210126056","https://openalex.org/I4210141950","https://openalex.org/I4210152422","https://openalex.org/I4405258862","https://openalex.org/I84500057"]}],"countries":["AU","FR"],"is_corresponding":true,"raw_author_name":"Kim-Anh L\u00ea Cao","raw_affiliation_strings":["1 Institute for Molecular Biosciences and ARC Centre of Excellence in Bioinformatics,The University of Queensland, Brisbane QLD 4072, Australia, 2 Plateforme Biopuces, Genop\u00f4le Toulouse Midi-Pyr\u00e9n\u00e9es, Institut National des Sciences Appliqu\u00e9es, F-31077 and 3 Institut de Math\u00e9matiques de Toulouse, UMR 5219, Universit\u00e9 de Toulouse et CNRS, F-31062, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 Institute for Molecular Biosciences and ARC Centre of Excellence in Bioinformatics,The University of Queensland, Brisbane QLD 4072, Australia, 2 Plateforme Biopuces, Genop\u00f4le Toulouse Midi-Pyr\u00e9n\u00e9es, Institut National des Sciences Appliqu\u00e9es, F-31077 and 3 Institut de Math\u00e9matiques de Toulouse, UMR 5219, Universit\u00e9 de Toulouse et CNRS, F-31062, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I165143802","https://openalex.org/I17866349","https://openalex.org/I196454796","https://openalex.org/I4210098964","https://openalex.org/I84500057"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045570723","display_name":"Ignacio Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-7838-4329"},"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/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I196454796","display_name":"Institut National des Sciences Appliqu\u00e9es de Toulouse","ror":"https://ror.org/01h8pf755","country_code":"FR","type":"education","lineage":["https://openalex.org/I196454796"]},{"id":"https://openalex.org/I4210098964","display_name":"Toulouse Mathematics Institute","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210098964"]},{"id":"https://openalex.org/I84500057","display_name":"Institut de Math\u00e9matiques de Toulouse","ror":"https://ror.org/014vp6c30","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I196454796","https://openalex.org/I4210092408","https://openalex.org/I4210126056","https://openalex.org/I4210141950","https://openalex.org/I4210152422","https://openalex.org/I4405258862","https://openalex.org/I84500057"]}],"countries":["AU","FR"],"is_corresponding":false,"raw_author_name":"Ignacio Gonz\u00e1lez","raw_affiliation_strings":["1 Institute for Molecular Biosciences and ARC Centre of Excellence in Bioinformatics,The University of Queensland, Brisbane QLD 4072, Australia, 2 Plateforme Biopuces, Genop\u00f4le Toulouse Midi-Pyr\u00e9n\u00e9es, Institut National des Sciences Appliqu\u00e9es, F-31077 and 3 Institut de Math\u00e9matiques de Toulouse, UMR 5219, Universit\u00e9 de Toulouse et CNRS, F-31062, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 Institute for Molecular Biosciences and ARC Centre of Excellence in Bioinformatics,The University of Queensland, Brisbane QLD 4072, Australia, 2 Plateforme Biopuces, Genop\u00f4le Toulouse Midi-Pyr\u00e9n\u00e9es, Institut National des Sciences Appliqu\u00e9es, F-31077 and 3 Institut de Math\u00e9matiques de Toulouse, UMR 5219, Universit\u00e9 de Toulouse et CNRS, F-31062, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I165143802","https://openalex.org/I17866349","https://openalex.org/I196454796","https://openalex.org/I4210098964","https://openalex.org/I84500057"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054957441","display_name":"S\u00e9bastien Dejean","orcid":"https://orcid.org/0000-0001-9610-5306"},"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/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I196454796","display_name":"Institut National des Sciences Appliqu\u00e9es de Toulouse","ror":"https://ror.org/01h8pf755","country_code":"FR","type":"education","lineage":["https://openalex.org/I196454796"]},{"id":"https://openalex.org/I4210098964","display_name":"Toulouse Mathematics Institute","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210098964"]},{"id":"https://openalex.org/I84500057","display_name":"Institut de Math\u00e9matiques de Toulouse","ror":"https://ror.org/014vp6c30","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I196454796","https://openalex.org/I4210092408","https://openalex.org/I4210126056","https://openalex.org/I4210141950","https://openalex.org/I4210152422","https://openalex.org/I4405258862","https://openalex.org/I84500057"]}],"countries":["AU","FR"],"is_corresponding":false,"raw_author_name":"S\u00e9bastien D\u00e9jean","raw_affiliation_strings":["1 Institute for Molecular Biosciences and ARC Centre of Excellence in Bioinformatics,The University of Queensland, Brisbane QLD 4072, Australia, 2 Plateforme Biopuces, Genop\u00f4le Toulouse Midi-Pyr\u00e9n\u00e9es, Institut National des Sciences Appliqu\u00e9es, F-31077 and 3 Institut de Math\u00e9matiques de Toulouse, UMR 5219, Universit\u00e9 de Toulouse et CNRS, F-31062, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 Institute for Molecular Biosciences and ARC Centre of Excellence in Bioinformatics,The University of Queensland, Brisbane QLD 4072, Australia, 2 Plateforme Biopuces, Genop\u00f4le Toulouse Midi-Pyr\u00e9n\u00e9es, Institut National des Sciences Appliqu\u00e9es, F-31077 and 3 Institut de Math\u00e9matiques de Toulouse, UMR 5219, Universit\u00e9 de Toulouse et CNRS, F-31062, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I165143802","https://openalex.org/I17866349","https://openalex.org/I196454796","https://openalex.org/I4210098964","https://openalex.org/I84500057"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5091163780"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I165143802","https://openalex.org/I17866349","https://openalex.org/I196454796","https://openalex.org/I4210098964","https://openalex.org/I84500057"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":6.1698,"has_fulltext":true,"cited_by_count":460,"citation_normalized_percentile":{"value":0.97406774,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"25","issue":"21","first_page":"2855","last_page":"2856"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.27489998936653137,"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/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.27489998936653137,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.12200000137090683,"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":0.1005999967455864,"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/r-package","display_name":"R package","score":0.7707412242889404},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6143243908882141},{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.5380442142486572},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.5362901091575623},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5090512633323669},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.4999051094055176},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4995260238647461},{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"Partial least squares regression","score":0.4775203764438629},{"id":"https://openalex.org/keywords/omics","display_name":"Omics","score":0.4672398865222931},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4410562515258789},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.33170148730278015},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.275846391916275},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2552526593208313},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2035442292690277},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09771555662155151}],"concepts":[{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.7707412242889404},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6143243908882141},{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.5380442142486572},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.5362901091575623},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5090512633323669},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.4999051094055176},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4995260238647461},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.4775203764438629},{"id":"https://openalex.org/C157585117","wikidata":"https://www.wikidata.org/wiki/Q158666","display_name":"Omics","level":2,"score":0.4672398865222931},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4410562515258789},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.33170148730278015},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.275846391916275},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2552526593208313},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2035442292690277},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09771555662155151},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"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},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1093/bioinformatics/btp515","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btp515","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/25/21/2855/48997561/bioinformatics_25_21_2855.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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:19706745","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/19706745","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:pubmedcentral.nih.gov:2781751","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2781751","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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","raw_type":"Text"},{"id":"pmh:oai:jupiter.its.unimelb.edu.au:11343/254670","is_oa":true,"landing_page_url":"http://hdl.handle.net/11343/254670","pdf_url":"http://hdl.handle.net/11343/254670","source":{"id":"https://openalex.org/S4377196259","display_name":"Minerva Access (University of Melbourne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165779595","host_organization_name":"The University of Melbourne","host_organization_lineage":["https://openalex.org/I165779595"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:HAL:hal-00644862v1","is_oa":false,"landing_page_url":"https://hal.science/hal-00644862","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Briefings in Bioinformatics, 2009, 25, pp.2855-2856. &#x27E8;10.1093/bioinformatics/btp515&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:185773","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btp515","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btp515","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/25/21/2855/48997561/bioinformatics_25_21_2855.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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2154596183","display_name":null,"funder_award_id":"ANR PNRA 2006","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2165015714.pdf","grobid_xml":"https://content.openalex.org/works/W2165015714.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1880944740","https://openalex.org/W1964529181","https://openalex.org/W1969435618","https://openalex.org/W1975683308","https://openalex.org/W2017634446","https://openalex.org/W2025341678","https://openalex.org/W2082253757","https://openalex.org/W2082847378","https://openalex.org/W2135046866","https://openalex.org/W4232900769","https://openalex.org/W4291745724","https://openalex.org/W6644295726"],"related_works":["https://openalex.org/W1989457222","https://openalex.org/W2158863190","https://openalex.org/W4256576576","https://openalex.org/W3176621072","https://openalex.org/W3090384609","https://openalex.org/W3194013178","https://openalex.org/W2770989956","https://openalex.org/W2359803370","https://openalex.org/W177137871","https://openalex.org/W1924388195"],"abstract_inverted_index":{"MOTIVATION:":[0],"With":[1],"the":[2,14,31,39,84,145],"availability":[3],"of":[4,19,41,74,77,92,106,122],"many":[5],"'omics'":[6,78],"data,":[7],"such":[8,42],"as":[9,52],"transcriptomics,":[10],"proteomics":[11],"or":[12,16,143],"metabolomics,":[13],"integrative":[15,72,134],"joint":[17],"analysis":[18,44,95],"multiple":[20],"datasets":[21],"from":[22,56,141,144],"different":[23,34],"technology":[24],"platforms":[25],"is":[26,45,138],"becoming":[27],"crucial":[28],"to":[29,63,96],"unravel":[30],"relationships":[32],"between":[33,99],"biological":[35],"functional":[36],"levels.":[37],"However,":[38],"development":[40],"an":[43],"a":[46,89,103],"major":[47],"computational":[48],"and":[49,66,102,129,154],"technical":[50],"challenge":[51],"most":[53],"approaches":[54,124],"suffer":[55],"high":[57],"data":[58,161],"dimensionality.":[59],"New":[60],"methodologies":[61],"need":[62],"be":[64],"developed":[65],"validated.":[67],"RESULTS:":[68],"integrOmics":[69,137],"efficiently":[70],"performs":[71],"analyses":[73],"two":[75,100],"types":[76],"variables":[79],"that":[80,112,150],"are":[81,162],"measured":[82],"on":[83],"same":[85],"samples.":[86],"It":[87],"includes":[88,113],"regularized":[90],"version":[91,105],"canonical":[93],"correlation":[94],"enlighten":[97],"correlations":[98],"datasets,":[101],"sparse":[104],"partial":[107],"least":[108],"squares":[109],"(PLS)":[110],"regression":[111],"simultaneous":[114],"variable":[115],"selection":[116],"in":[117,132],"both":[118,123],"datasets.":[119],"The":[120],"usefulness":[121],"has":[125],"been":[126],"demonstrated":[127],"previously":[128],"successfully":[130],"applied":[131],"various":[133],"studies.":[135],"AVAILABILITY:":[136],"freely":[139],"available":[140,163],"http://CRAN.R-project.org/":[142],"web":[146],"site":[147],"companion":[148],"(http://math.univ-toulouse.fr/biostat)":[149],"provides":[151],"full":[152],"documentation":[153],"tutorials.":[155],"CONTACT:":[156],"k.lecao@uq.edu.au":[157],"SUPPLEMENTARY":[158],"INFORMATION:":[159],"Supplementary":[160],"at":[164],"Bioinformatics":[165],"online.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":32},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":36},{"year":2021,"cited_by_count":43},{"year":2020,"cited_by_count":24},{"year":2019,"cited_by_count":31},{"year":2018,"cited_by_count":40},{"year":2017,"cited_by_count":49},{"year":2016,"cited_by_count":34},{"year":2015,"cited_by_count":27},{"year":2014,"cited_by_count":25},{"year":2013,"cited_by_count":21},{"year":2012,"cited_by_count":30}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
