{"id":"https://openalex.org/W2110687186","doi":"https://doi.org/10.1093/bioinformatics/btq174","title":"Multivariate multi-way analysis of multi-source data","display_name":"Multivariate multi-way analysis of multi-source data","publication_year":2010,"publication_date":"2010-06-01","ids":{"openalex":"https://openalex.org/W2110687186","doi":"https://doi.org/10.1093/bioinformatics/btq174","mag":"2110687186","pmid":"https://pubmed.ncbi.nlm.nih.gov/20529933"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btq174","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btq174","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/26/12/i391/48858772/bioinformatics_26_12_i391.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/26/12/i391/48858772/bioinformatics_26_12_i391.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002302016","display_name":"Ilkka Huopaniemi","orcid":null},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]},{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ilkka Huopaniemi","raw_affiliation_strings":["1 Aalto University School of Science and Technology, Department of Information and Computer Science, Helsinki Institute for Information Technology HIIT, PO Box 15400, FI-00076 Aalto, Espoo, 2 Department of Veterinary Biosciences, Faculty of Veterinary Medicine, University of Helsinki, PO Box 66, FIN-00014, Helsinki and 3 VTT Technical Research Centre of Finland, PO Box 1000, FIN-02044 VTT, Espoo, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 Aalto University School of Science and Technology, Department of Information and Computer Science, Helsinki Institute for Information Technology HIIT, PO Box 15400, FI-00076 Aalto, Espoo, 2 Department of Veterinary Biosciences, Faculty of Veterinary Medicine, University of Helsinki, PO Box 66, FIN-00014, Helsinki and 3 VTT Technical Research Centre of Finland, PO Box 1000, FIN-02044 VTT, Espoo, Finland","institution_ids":["https://openalex.org/I32943570","https://openalex.org/I9927081","https://openalex.org/I87653560","https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011475028","display_name":"Tommi Suvitaival","orcid":"https://orcid.org/0000-0002-2583-4912"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]},{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tommi Suvitaival","raw_affiliation_strings":["1 Aalto University School of Science and Technology, Department of Information and Computer Science, Helsinki Institute for Information Technology HIIT, PO Box 15400, FI-00076 Aalto, Espoo, 2 Department of Veterinary Biosciences, Faculty of Veterinary Medicine, University of Helsinki, PO Box 66, FIN-00014, Helsinki and 3 VTT Technical Research Centre of Finland, PO Box 1000, FIN-02044 VTT, Espoo, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 Aalto University School of Science and Technology, Department of Information and Computer Science, Helsinki Institute for Information Technology HIIT, PO Box 15400, FI-00076 Aalto, Espoo, 2 Department of Veterinary Biosciences, Faculty of Veterinary Medicine, University of Helsinki, PO Box 66, FIN-00014, Helsinki and 3 VTT Technical Research Centre of Finland, PO Box 1000, FIN-02044 VTT, Espoo, Finland","institution_ids":["https://openalex.org/I32943570","https://openalex.org/I9927081","https://openalex.org/I87653560","https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036412710","display_name":"Janne Nikkil\u00e4","orcid":null},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]},{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Janne Nikkil\u00e4","raw_affiliation_strings":["1 Aalto University School of Science and Technology, Department of Information and Computer Science, Helsinki Institute for Information Technology HIIT, PO Box 15400, FI-00076 Aalto, Espoo, 2 Department of Veterinary Biosciences, Faculty of Veterinary Medicine, University of Helsinki, PO Box 66, FIN-00014, Helsinki and 3 VTT Technical Research Centre of Finland, PO Box 1000, FIN-02044 VTT, Espoo, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 Aalto University School of Science and Technology, Department of Information and Computer Science, Helsinki Institute for Information Technology HIIT, PO Box 15400, FI-00076 Aalto, Espoo, 2 Department of Veterinary Biosciences, Faculty of Veterinary Medicine, University of Helsinki, PO Box 66, FIN-00014, Helsinki and 3 VTT Technical Research Centre of Finland, PO Box 1000, FIN-02044 VTT, Espoo, Finland","institution_ids":["https://openalex.org/I32943570","https://openalex.org/I9927081","https://openalex.org/I87653560","https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083895460","display_name":"Matej Ore\u0161i\u010d","orcid":"https://orcid.org/0000-0002-2856-9165"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]},{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Matej Ore\u0161i\u010d","raw_affiliation_strings":["1 Aalto University School of Science and Technology, Department of Information and Computer Science, Helsinki Institute for Information Technology HIIT, PO Box 15400, FI-00076 Aalto, Espoo, 2 Department of Veterinary Biosciences, Faculty of Veterinary Medicine, University of Helsinki, PO Box 66, FIN-00014, Helsinki and 3 VTT Technical Research Centre of Finland, PO Box 1000, FIN-02044 VTT, Espoo, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 Aalto University School of Science and Technology, Department of Information and Computer Science, Helsinki Institute for Information Technology HIIT, PO Box 15400, FI-00076 Aalto, Espoo, 2 Department of Veterinary Biosciences, Faculty of Veterinary Medicine, University of Helsinki, PO Box 66, FIN-00014, Helsinki and 3 VTT Technical Research Centre of Finland, PO Box 1000, FIN-02044 VTT, Espoo, Finland","institution_ids":["https://openalex.org/I32943570","https://openalex.org/I9927081","https://openalex.org/I87653560","https://openalex.org/I133731052"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018305257","display_name":"Samuel Kaski","orcid":"https://orcid.org/0000-0003-1925-9154"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]},{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Samuel Kaski","raw_affiliation_strings":["1 Aalto University School of Science and Technology, Department of Information and Computer Science, Helsinki Institute for Information Technology HIIT, PO Box 15400, FI-00076 Aalto, Espoo, 2 Department of Veterinary Biosciences, Faculty of Veterinary Medicine, University of Helsinki, PO Box 66, FIN-00014, Helsinki and 3 VTT Technical Research Centre of Finland, PO Box 1000, FIN-02044 VTT, Espoo, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 Aalto University School of Science and Technology, Department of Information and Computer Science, Helsinki Institute for Information Technology HIIT, PO Box 15400, FI-00076 Aalto, Espoo, 2 Department of Veterinary Biosciences, Faculty of Veterinary Medicine, University of Helsinki, PO Box 66, FIN-00014, Helsinki and 3 VTT Technical Research Centre of Finland, PO Box 1000, FIN-02044 VTT, Espoo, Finland","institution_ids":["https://openalex.org/I32943570","https://openalex.org/I9927081","https://openalex.org/I87653560","https://openalex.org/I133731052"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":3.577,"has_fulltext":true,"cited_by_count":45,"citation_normalized_percentile":{"value":0.92307692,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"26","issue":"12","first_page":"i391","last_page":"i398"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.34040001034736633,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.34040001034736633,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.32760000228881836,"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/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.02969999983906746,"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/multivariate-statistics","display_name":"Multivariate statistics","score":0.8099100589752197},{"id":"https://openalex.org/keywords/multivariate-analysis","display_name":"Multivariate analysis","score":0.6580922603607178},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5927153825759888},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3963611125946045},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3949277102947235},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21257585287094116},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17062443494796753}],"concepts":[{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.8099100589752197},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.6580922603607178},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5927153825759888},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3963611125946045},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3949277102947235},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21257585287094116},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17062443494796753}],"mesh":[{"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":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/btq174","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btq174","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/26/12/i391/48858772/bioinformatics_26_12_i391.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:20529933","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20529933","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:2881359","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2881359","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btq174","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btq174","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/26/12/i391/48858772/bioinformatics_26_12_i391.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":[{"display_name":"Gender equality","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/5"}],"awards":[{"id":"https://openalex.org/G5084592381","display_name":"Pattern Analysis, Statistical Modelling and Computational Learning 2","funder_award_id":"216886","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321855","display_name":"Tekes","ror":"https://ror.org/02ag8cq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2110687186.pdf","grobid_xml":"https://content.openalex.org/works/W2110687186.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1967818306","https://openalex.org/W1985728412","https://openalex.org/W2008929650","https://openalex.org/W2016785044","https://openalex.org/W2022818632","https://openalex.org/W2025341678","https://openalex.org/W2025607561","https://openalex.org/W2050195890","https://openalex.org/W2053609837","https://openalex.org/W2059152510","https://openalex.org/W2067191792","https://openalex.org/W2068934240","https://openalex.org/W2082253757","https://openalex.org/W2098562143","https://openalex.org/W2100452303","https://openalex.org/W2103139809","https://openalex.org/W2114754207","https://openalex.org/W2115141940","https://openalex.org/W2115659461","https://openalex.org/W2118730462","https://openalex.org/W2125290066","https://openalex.org/W2126497681","https://openalex.org/W2133971927","https://openalex.org/W2151766597","https://openalex.org/W2170605820","https://openalex.org/W2294460823","https://openalex.org/W2492794003","https://openalex.org/W2597289420","https://openalex.org/W2990138404","https://openalex.org/W3104835524","https://openalex.org/W4388319965","https://openalex.org/W6656073457","https://openalex.org/W6677122448","https://openalex.org/W6678583891","https://openalex.org/W6678885645","https://openalex.org/W6682716211","https://openalex.org/W6685312373","https://openalex.org/W6696835939","https://openalex.org/W6858214765"],"related_works":["https://openalex.org/W2406638334","https://openalex.org/W40745829","https://openalex.org/W1978357124","https://openalex.org/W1578824628","https://openalex.org/W2032728545","https://openalex.org/W1570805059","https://openalex.org/W4250754046","https://openalex.org/W4318262572","https://openalex.org/W2036849593","https://openalex.org/W1978174651"],"abstract_inverted_index":{"MOTIVATION:":[0],"Analysis":[1],"of":[2,13,27,38,69,75,113,131,143,145,163],"variance":[3],"(ANOVA)-type":[4],"methods":[5,50,117],"are":[6,51,104],"the":[7,11,24,32,36,46,55,110,136,140,151,160,167,170,176,198],"default":[8],"tool":[9],"for":[10,54,159,187],"analysis":[12,26,49,74],"data":[14,61],"with":[15,189,209,218],"multiple":[16,65],"covariates.":[17,106],"These":[18],"tools":[19],"have":[20,222],"been":[21,223],"generalized":[22],"to":[23,118,172,179,200,231],"multivariate":[25,152],"high-throughput":[28],"biological":[29],"datasets,":[30],"where":[31,60,96,213],"main":[33],"challenge":[34],"is":[35,62,129,184,227,239],"problem":[37],"small":[39,190],"sample":[40,191],"size":[41],"and":[42,77,102,149,155,178,193,234],"high":[43,194],"dimensionality.":[44,195],"However,":[45],"existing":[47],"multi-way":[48,93,115],"not":[52],"designed":[53,186],"currently":[56],"increasingly":[57],"important":[58],"experiments":[59],"obtained":[63],"from":[64,84,204,215],"sources.":[66,137],"Common":[67],"examples":[68],"such":[70],"settings":[71],"include":[72],"integrated":[73],"metabolic":[76,82],"gene":[78,232],"expression":[79,233],"profiles,":[80],"or":[81],"profiles":[83],"several":[85,216],"tissues":[86,217],"in":[87,90],"our":[88],"case,":[89],"a":[91,123,201,205],"controlled":[92],"experimental":[94,211],"setup":[95],"disease":[97],"status,":[98],"medical":[99],"treatment,":[100],"gender":[101],"time-series":[103],"usual":[105],"RESULTS:":[107],"We":[108,196],"extend":[109],"applicability":[111],"area":[112],"multivariate,":[114],"ANOVA-type":[116],"multi-source":[119],"cases":[120],"by":[121],"introducing":[122],"novel":[124],"Bayesian":[125],"model.":[126],"The":[127,182,225],"method":[128,168,183,199,226],"capable":[130],"finding":[132],"covariate-related":[133],"dependencies":[134],"between":[135,175],"It":[138],"assumes":[139],"measurements":[141,214],"consist":[142],"groups":[144,162],"similarly":[146],"behaving":[147],"variables,":[148],"estimates":[150],"covariate":[153],"effects":[154,158,171],"their":[156],"interaction":[157],"discovered":[161],"variables.":[164],"In":[165],"particular,":[166],"partitions":[169],"those":[173],"shared":[174],"sources":[177],"source-specific":[180],"ones.":[181],"specifically":[185],"datasets":[188],"sizes":[192],"apply":[197],"lipidomics":[202],"dataset":[203],"lung":[206],"cancer":[207],"study":[208],"two-way":[210],"setup,":[212],"mostly":[219],"distinct":[220],"lipids":[221],"taken.":[224],"also":[228],"directly":[229],"applicable":[230],"proteomics.":[235],"AVAILABILITY:":[236],"An":[237],"R-implementation":[238],"available":[240],"at":[241],"http://www.cis.hut.fi/projects/mi/software/multiWayCCA/.":[242]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":5}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-10-10T00:00:00"}