{"id":"https://openalex.org/W2094191210","doi":"https://doi.org/10.1186/1471-2105-9-490","title":"A comparison of four clustering methods for brain expression microarray data","display_name":"A comparison of four clustering methods for brain expression microarray data","publication_year":2008,"publication_date":"2008-11-25","ids":{"openalex":"https://openalex.org/W2094191210","doi":"https://doi.org/10.1186/1471-2105-9-490","mag":"2094191210","pmid":"https://pubmed.ncbi.nlm.nih.gov/19032745"},"language":"en","primary_location":{"id":"doi:10.1186/1471-2105-9-490","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-9-490","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-9-490","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-9-490","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088116111","display_name":"Alexander Richards","orcid":"https://orcid.org/0000-0003-3218-7247"},"institutions":[{"id":"https://openalex.org/I2800861664","display_name":"University Hospital of Wales","ror":"https://ror.org/04fgpet95","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1299209451","https://openalex.org/I2800861664","https://openalex.org/I4210144625"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Alexander L Richards","raw_affiliation_strings":["Department of Psychological Medicine, School of Medicine, University Hospital Wales, Heath Park, Cardiff, Wales, UK. richardsal1@cardiff.ac.uk","Department of Psychological Medicine, School of Medicine, University Hospital Wales, Wales, UK"],"affiliations":[{"raw_affiliation_string":"Department of Psychological Medicine, School of Medicine, University Hospital Wales, Heath Park, Cardiff, Wales, UK. richardsal1@cardiff.ac.uk","institution_ids":["https://openalex.org/I2800861664"]},{"raw_affiliation_string":"Department of Psychological Medicine, School of Medicine, University Hospital Wales, Wales, UK","institution_ids":["https://openalex.org/I2800861664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028228908","display_name":"Peter Holmans","orcid":"https://orcid.org/0000-0003-0870-9412"},"institutions":[{"id":"https://openalex.org/I2800861664","display_name":"University Hospital of Wales","ror":"https://ror.org/04fgpet95","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1299209451","https://openalex.org/I2800861664","https://openalex.org/I4210144625"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter Holmans","raw_affiliation_strings":["Department of Psychological Medicine, School of Medicine, University Hospital Wales, Heath Park, Cardiff, Wales, CF14 4XN, UK","Department of Psychological Medicine, School of Medicine, University Hospital Wales, Wales, UK"],"affiliations":[{"raw_affiliation_string":"Department of Psychological Medicine, School of Medicine, University Hospital Wales, Heath Park, Cardiff, Wales, CF14 4XN, UK","institution_ids":["https://openalex.org/I2800861664"]},{"raw_affiliation_string":"Department of Psychological Medicine, School of Medicine, University Hospital Wales, Wales, UK","institution_ids":["https://openalex.org/I2800861664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059458620","display_name":"Michael O\u2019Donovan","orcid":"https://orcid.org/0000-0001-7073-2379"},"institutions":[{"id":"https://openalex.org/I2800861664","display_name":"University Hospital of Wales","ror":"https://ror.org/04fgpet95","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1299209451","https://openalex.org/I2800861664","https://openalex.org/I4210144625"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Michael C O'Donovan","raw_affiliation_strings":["Department of Psychological Medicine, School of Medicine, University Hospital Wales, Heath Park, Cardiff, Wales, CF14 4XN, UK","Department of Psychological Medicine, School of Medicine, University Hospital Wales, Wales, UK"],"affiliations":[{"raw_affiliation_string":"Department of Psychological Medicine, School of Medicine, University Hospital Wales, Heath Park, Cardiff, Wales, CF14 4XN, UK","institution_ids":["https://openalex.org/I2800861664"]},{"raw_affiliation_string":"Department of Psychological Medicine, School of Medicine, University Hospital Wales, Wales, UK","institution_ids":["https://openalex.org/I2800861664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026352442","display_name":"Michael J. Owen","orcid":"https://orcid.org/0000-0003-4798-0862"},"institutions":[{"id":"https://openalex.org/I2800861664","display_name":"University Hospital of Wales","ror":"https://ror.org/04fgpet95","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1299209451","https://openalex.org/I2800861664","https://openalex.org/I4210144625"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Michael J Owen","raw_affiliation_strings":["Department of Psychological Medicine, School of Medicine, University Hospital Wales, Heath Park, Cardiff, Wales, CF14 4XN, UK","Department of Psychological Medicine, School of Medicine, University Hospital Wales, Wales, UK"],"affiliations":[{"raw_affiliation_string":"Department of Psychological Medicine, School of Medicine, University Hospital Wales, Heath Park, Cardiff, Wales, CF14 4XN, UK","institution_ids":["https://openalex.org/I2800861664"]},{"raw_affiliation_string":"Department of Psychological Medicine, School of Medicine, University Hospital Wales, Wales, UK","institution_ids":["https://openalex.org/I2800861664"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103527365","display_name":"Lesley Jones","orcid":null},"institutions":[{"id":"https://openalex.org/I2800861664","display_name":"University Hospital of Wales","ror":"https://ror.org/04fgpet95","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1299209451","https://openalex.org/I2800861664","https://openalex.org/I4210144625"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lesley Jones","raw_affiliation_strings":["Department of Psychological Medicine, School of Medicine, University Hospital Wales, Heath Park, Cardiff, Wales, CF14 4XN, UK","Department of Psychological Medicine, School of Medicine, University Hospital Wales, Wales, UK"],"affiliations":[{"raw_affiliation_string":"Department of Psychological Medicine, School of Medicine, University Hospital Wales, Heath Park, Cardiff, Wales, CF14 4XN, UK","institution_ids":["https://openalex.org/I2800861664"]},{"raw_affiliation_string":"Department of Psychological Medicine, School of Medicine, University Hospital Wales, Wales, UK","institution_ids":["https://openalex.org/I2800861664"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5088116111"],"corresponding_institution_ids":["https://openalex.org/I2800861664"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":1.7921,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.84423769,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"9","issue":"1","first_page":"490","last_page":"490"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9998999834060669,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9998999834060669,"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":0.9983999729156494,"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/T10222","display_name":"Genomics and Chromatin Dynamics","score":0.9692999720573425,"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/cluster-analysis","display_name":"Cluster analysis","score":0.744258463382721},{"id":"https://openalex.org/keywords/dna-microarray","display_name":"DNA microarray","score":0.6797446608543396},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.5586477518081665},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5112123489379883},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.49898409843444824},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.4735100567340851},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44026339054107666},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.4329322874546051},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3863629400730133},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3785324692726135},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.31669774651527405},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3085992932319641}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.744258463382721},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.6797446608543396},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5586477518081665},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5112123489379883},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.49898409843444824},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.4735100567340851},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44026339054107666},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.4329322874546051},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3863629400730133},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3785324692726135},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.31669774651527405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3085992932319641}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003627","descriptor_name":"Data Interpretation, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012559","descriptor_name":"Schizophrenia","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D012559","descriptor_name":"Schizophrenia","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D012559","descriptor_name":"Schizophrenia","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D015870","descriptor_name":"Gene Expression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015870","descriptor_name":"Gene Expression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015870","descriptor_name":"Gene Expression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"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":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020411","descriptor_name":"Oligonucleotide Array Sequence Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1186/1471-2105-9-490","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-9-490","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-9-490","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:19032745","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/19032745","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":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:http://orca.cardiff.ac.uk:37551","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:3cb30db47f16460984c1b7341f84ded7","is_oa":true,"landing_page_url":"https://doaj.org/article/3cb30db47f16460984c1b7341f84ded7","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 9, Iss 1, p 490 (2008)","raw_type":"article"},{"id":"pmh:oai:http://orca-dev.cardiff.ac.uk:37551","is_oa":true,"landing_page_url":"https://orca.cardiff.ac.uk/id/eprint/37551/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:2655095","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2655095","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/1471-2105-9-490","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-9-490","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-9-490","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2094191210.pdf","grobid_xml":"https://content.openalex.org/works/W2094191210.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1535111405","https://openalex.org/W1815973596","https://openalex.org/W1977556410","https://openalex.org/W2020541351","https://openalex.org/W2021129827","https://openalex.org/W2022756254","https://openalex.org/W2023171821","https://openalex.org/W2023971898","https://openalex.org/W2056898645","https://openalex.org/W2057799845","https://openalex.org/W2080278541","https://openalex.org/W2094129019","https://openalex.org/W2102992354","https://openalex.org/W2105883975","https://openalex.org/W2106620396","https://openalex.org/W2109014721","https://openalex.org/W2120865735","https://openalex.org/W2121458836","https://openalex.org/W2124940469","https://openalex.org/W2127938920","https://openalex.org/W2131073294","https://openalex.org/W2135230352","https://openalex.org/W2135827569","https://openalex.org/W2140736261","https://openalex.org/W2148317584","https://openalex.org/W2148995578","https://openalex.org/W2153562609","https://openalex.org/W2154362705","https://openalex.org/W2155658568","https://openalex.org/W2158128075","https://openalex.org/W2159767718","https://openalex.org/W2161641617","https://openalex.org/W2166400826","https://openalex.org/W2167553819","https://openalex.org/W2603612176","https://openalex.org/W3152026761","https://openalex.org/W4232903880","https://openalex.org/W4255852734"],"related_works":["https://openalex.org/W2055243143","https://openalex.org/W2804364458","https://openalex.org/W106077234","https://openalex.org/W2041374557","https://openalex.org/W2081929287","https://openalex.org/W2144348650","https://openalex.org/W2132561013","https://openalex.org/W1994852842","https://openalex.org/W4246178523","https://openalex.org/W1986753379"],"abstract_inverted_index":{"Considered":[0],"alone,":[1],"k-means":[2],"clustering":[3],"is":[4,38],"the":[5,9,28,39],"most":[6],"effective":[7],"of":[8,41],"four":[10],"methods":[11,37],"on":[12],"typical":[13],"microarray":[14],"brain":[15],"expression":[16],"datasets.":[17],"However,":[18],"memISA":[19],"and":[20],"ISA":[21],"can":[22],"add":[23],"extra":[24],"high-quality":[25],"clusters":[26],"to":[27],"set":[29],"produced":[30],"by":[31],"k-means,":[32],"so":[33],"combining":[34],"these":[35],"three":[36],"method":[40],"choice.":[42]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}