{"id":"https://openalex.org/W1584512145","doi":null,"title":"STATISTICAL ISSUES IN THE CLUSTERING OF GENE EXPRESSION DATA","display_name":"STATISTICAL ISSUES IN THE CLUSTERING OF GENE EXPRESSION DATA","publication_year":2001,"publication_date":"2001-01-01","ids":{"openalex":"https://openalex.org/W1584512145","mag":"1584512145"},"language":"en","primary_location":{"id":"pmh:oai:works.bepress.com:erin_conlon-1013","doi":null,"is_oa":true,"landing_page_url":"https://works.bepress.com/erin_conlon/7","pdf_url":"https://works.bepress.com/cgi/viewcontent.cgi?article=1013&context=erin_conlon","source":{"id":"https://openalex.org/S4306402240","display_name":"ScholarWorks@UMassAmherst (University of Massachusetts Amherst)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I24603500","host_organization_name":"University of Massachusetts Amherst","host_organization_lineage":["https://openalex.org/I24603500"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Erin M. Conlon","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://works.bepress.com/cgi/viewcontent.cgi?article=1013&context=erin_conlon","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028923883","display_name":"Daniel R. Goldstein","orcid":"https://orcid.org/0000-0001-6695-979X","observed_orcids":["https://orcid.org/0000-0001-6695-979X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniel R. Goldstein","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100625252","display_name":"Debashis Ghosh","orcid":"https://orcid.org/0000-0001-6618-1316","observed_orcids":["https://orcid.org/0000-0001-6618-1316"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Debashis Ghosh","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6618-1316","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5057528476","display_name":"Erin M. Conlon","orcid":"https://orcid.org/0000-0002-3875-5316","observed_orcids":["https://orcid.org/0000-0002-3875-5316"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Erin M. Conlon","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-3875-5316","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9617,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.70056107,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":97},"biblio":{"volume":"12","issue":null,"first_page":"219","last_page":"240"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":1.0,"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":1.0,"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/T10183","display_name":"Breast Cancer Treatment Studies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gene-expression-clustering","display_name":"gene expression clustering","score":0.871999979019165},{"id":"https://openalex.org/keywords/gene-selection","display_name":"gene selection","score":0.5389999747276306},{"id":"https://openalex.org/keywords/sample-selection","display_name":"sample selection","score":0.6859999895095825},{"id":"https://openalex.org/keywords/control-samples","display_name":"control samples","score":0.8690000176429749},{"id":"https://openalex.org/keywords/cox-proportional-hazards-model","display_name":"Cox proportional hazards model","score":0.8330000042915344},{"id":"https://openalex.org/keywords/survival-analysis","display_name":"survival analysis","score":0.6949999928474426},{"id":"https://openalex.org/keywords/prognostic-genes","display_name":"prognostic genes","score":0.7059999704360962}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8947644233703613},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5318372249603271},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5066526532173157},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.5044149160385132},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5011458396911621},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.45419955253601074},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.43005406856536865},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4272352457046509},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.39092695713043213},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2908996343612671},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.25239646434783936},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24250540137290955},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.1965225636959076},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"pmh:oai:works.bepress.com:erin_conlon-1013","doi":null,"is_oa":true,"landing_page_url":"https://works.bepress.com/erin_conlon/7","pdf_url":"https://works.bepress.com/cgi/viewcontent.cgi?article=1013&context=erin_conlon","source":{"id":"https://openalex.org/S4306402240","display_name":"ScholarWorks@UMassAmherst (University of Massachusetts Amherst)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I24603500","host_organization_name":"University of Massachusetts Amherst","host_organization_lineage":["https://openalex.org/I24603500"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Erin M. Conlon","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.111.2902","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.111.2902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www3.stat.sinica.edu.tw/statistica/oldpdf/a12n111.pdf","raw_type":"text"},{"id":"pmh:oai:infoscience.epfl.ch:84859","doi":null,"is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/84859","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I5124864","host_organization_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","host_organization_lineage":["https://openalex.org/I5124864"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:infoscience.tind.io:84859","doi":null,"is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/229855","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I5124864","host_organization_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","host_organization_lineage":["https://openalex.org/I5124864"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"research article"},{"id":"mag:1584512145","doi":null,"is_oa":false,"landing_page_url":"http://www3.stat.sinica.edu.tw/statistica/oldpdf/A12n111.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S23408671","display_name":"Statistica Sinica","issn_l":"1017-0405","issn":["1017-0405","1996-8507"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-2","norway-1","poland-140","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4362561675","host_organization_name":"Institute of Statistical Science","host_organization_lineage":["https://openalex.org/P4362561675"],"host_organization_lineage_names":["Institute of Statistical Science"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Statistica Sinica","raw_type":null}],"best_oa_location":{"id":"pmh:oai:works.bepress.com:erin_conlon-1013","doi":null,"is_oa":true,"landing_page_url":"https://works.bepress.com/erin_conlon/7","pdf_url":"https://works.bepress.com/cgi/viewcontent.cgi?article=1013&context=erin_conlon","source":{"id":"https://openalex.org/S4306402240","display_name":"ScholarWorks@UMassAmherst (University of Massachusetts Amherst)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I24603500","host_organization_name":"University of Massachusetts Amherst","host_organization_lineage":["https://openalex.org/I24603500"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Erin M. Conlon","raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1584512145.pdf"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1499700612","https://openalex.org/W1970156673","https://openalex.org/W1971784203","https://openalex.org/W1975152892","https://openalex.org/W2007995029","https://openalex.org/W2016381774","https://openalex.org/W2029441111","https://openalex.org/W2082503527","https://openalex.org/W2085487226","https://openalex.org/W2087684630","https://openalex.org/W2090658088","https://openalex.org/W2109363337","https://openalex.org/W2127218421","https://openalex.org/W2130494035","https://openalex.org/W2136883754","https://openalex.org/W2147246240","https://openalex.org/W2150926065","https://openalex.org/W2155612034","https://openalex.org/W2611831635","https://openalex.org/W2612166593","https://openalex.org/W2913066018","https://openalex.org/W2999729612","https://openalex.org/W4388386281"],"related_works":["https://openalex.org/W2186488135","https://openalex.org/W7096780678","https://openalex.org/W1972547451","https://openalex.org/W2341981673","https://openalex.org/W4246274029","https://openalex.org/W2131456395","https://openalex.org/W2756839462","https://openalex.org/W2921977536","https://openalex.org/W2064030514","https://openalex.org/W2096782900"],"abstract_inverted_index":{"Abstract:":[0],"This":[1],"paper":[2],"illustrates":[3],"some":[4],"of":[5,18,28,30,34,39,44,69,77],"the":[6,42,52,67,70,75],"problems":[7],"which":[8],"can":[9],"occur":[10],"in":[11,51,65],"any":[12],"data":[13],"set":[14],"when":[15],"clustering":[16,35,53],"samples":[17,47],"gene":[19],"expression":[20],"profiles.":[21],"These":[22],"include":[23,60],"a":[24,81],"possible":[25],"high":[26],"degree":[27],"dependence":[29,38],"results":[31,40],"on":[32,41],"choice":[33],"algorithm,":[36],"further":[37],"choices":[43],"genes":[45,85],"and":[46,63],"to":[48,59,83],"be":[49],"included":[50],"(for":[54],"example,":[55],"whether":[56],"or":[57],"not":[58],"control":[61],"samples),":[62],"difficulty":[64],"assessing":[66],"validity":[68],"grouping.":[71],"We":[72],"also":[73],"demonstrate":[74],"use":[76],"Cox":[78],"regression":[79],"as":[80],"tool":[82],"identify":[84],"influencing":[86],"survival.":[87]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":4}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
