{"id":"https://openalex.org/W2013809387","doi":"https://doi.org/10.1109/isspa.2003.1224814","title":"Stability-based cluster analysis applied to microarray data","display_name":"Stability-based cluster analysis applied to microarray data","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W2013809387","doi":"https://doi.org/10.1109/isspa.2003.1224814","mag":"2013809387"},"language":"en","primary_location":{"id":"doi:10.1109/isspa.2003.1224814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isspa.2003.1224814","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Seventh International Symposium on Signal Processing and Its Applications, 2003. Proceedings.","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006344024","display_name":"Ciprian Doru Giurc\u0103neanu","orcid":"https://orcid.org/0000-0001-5512-0868"},"institutions":[{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"C.D. Giurcaneanu","raw_affiliation_strings":["Institute of Signal Processing, Tampere University of Technology, Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Institute of Signal Processing, Tampere University of Technology, Tampere, Finland","institution_ids":["https://openalex.org/I4210133110"]}]},{"author_position":"middle","author":{"id":null,"display_name":"I. Tabus","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"I. Tabus","raw_affiliation_strings":["Institute of Signal Processing, Tampere University of Technology, Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Institute of Signal Processing, Tampere University of Technology, Tampere, Finland","institution_ids":["https://openalex.org/I4210133110"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061460061","display_name":"Ilya Shmulevich","orcid":"https://orcid.org/0000-0002-4410-8780"},"institutions":[{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1343551460"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"I. Shmulevich","raw_affiliation_strings":["Dep. of Pathology, M.D. Anderson Cancer Center, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"Dep. of Pathology, M.D. Anderson Cancer Center, Houston, TX, USA","institution_ids":["https://openalex.org/I1343551460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100441630","display_name":"Wei Zhang","orcid":"https://orcid.org/0009-0007-0725-5021"},"institutions":[{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1343551460"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["Dep. of Pathology, M.D. Anderson Cancer Center, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"Dep. of Pathology, M.D. Anderson Cancer Center, Houston, TX, USA","institution_ids":["https://openalex.org/I1343551460"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006344024"],"corresponding_institution_ids":["https://openalex.org/I4210133110"],"apc_list":null,"apc_paid":null,"fwci":0.3417,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.56635508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"7","issue":null,"first_page":"57","last_page":"60 vol.2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.991599977016449,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.988099992275238,"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"}},{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.988099992275238,"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/estimator","display_name":"Estimator","score":0.7187087535858154},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.6719658374786377},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6169989109039307},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6109076142311096},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6006830334663391},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5778490304946899},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.57716304063797},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5447337627410889},{"id":"https://openalex.org/keywords/rand-index","display_name":"Rand index","score":0.49910759925842285},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.47794273495674133},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.43771272897720337},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.4198760688304901},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34130075573921204},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3335498571395874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2732076048851013},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.25761914253234863},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1431940197944641}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.7187087535858154},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.6719658374786377},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6169989109039307},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6109076142311096},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6006830334663391},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5778490304946899},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.57716304063797},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5447337627410889},{"id":"https://openalex.org/C111442797","wikidata":"https://www.wikidata.org/wiki/Q7291446","display_name":"Rand index","level":3,"score":0.49910759925842285},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.47794273495674133},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.43771272897720337},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.4198760688304901},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34130075573921204},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3335498571395874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2732076048851013},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.25761914253234863},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1431940197944641},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isspa.2003.1224814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isspa.2003.1224814","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Seventh International Symposium on Signal Processing and Its Applications, 2003. Proceedings.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W154321739","https://openalex.org/W1886306325","https://openalex.org/W1974775262","https://openalex.org/W1996134775","https://openalex.org/W1999345637","https://openalex.org/W2018821242","https://openalex.org/W2050744541","https://openalex.org/W2052946386","https://openalex.org/W2090634555","https://openalex.org/W2128705329","https://openalex.org/W2313244257","https://openalex.org/W2999729612","https://openalex.org/W4235169531","https://openalex.org/W6606322118","https://openalex.org/W6655030434"],"related_works":["https://openalex.org/W1603736412","https://openalex.org/W3161249280","https://openalex.org/W2267059662","https://openalex.org/W4292477917","https://openalex.org/W2375480909","https://openalex.org/W2364268683","https://openalex.org/W4206288757","https://openalex.org/W3009904222","https://openalex.org/W2270187530","https://openalex.org/W2107480077"],"abstract_inverted_index":{"This":[0],"paper":[1],"studies":[2],"the":[3,6,11,22,31,34,42,45,62,65,68,91,96],"estimation":[4],"of":[5,8,21,36,44,64,67,70,102],"number":[7,35,69],"clusters":[9,16,37],"using":[10],"so-called":[12],"stability-based":[13],"approach,":[14],"where":[15],"obtained":[17,98],"for":[18,115],"two":[19],"subsets":[20],"dataset":[23],"are":[24,86,113],"compared":[25],"via":[26],"a":[27,53,103,116],"similarity":[28,55,84],"index":[29,46,56],"and":[30,60],"decision":[32],"regarding":[33],"is":[38,75],"taken":[39],"based":[40],"on":[41],"statistics":[43],"over":[47],"randomly":[48],"selected":[49],"subsets.":[50],"We":[51],"introduce":[52],"new":[54],"s(/spl":[57,80],"middot/,/spl":[58,81],"middot/),":[59],"analyze":[61],"consistency":[63],"estimator":[66],"classes":[71],"when":[72,89],"k-means":[73],"algorithm":[74],"used":[76],"in":[77],"conjunction":[78],"with":[79,95,110],"middot/).":[82],"Various":[83],"indices":[85],"experimentally":[87],"evaluated":[88],"comparing":[90],"\"true\"":[92],"data":[93,112],"partition":[94,97],"at":[99],"each":[100],"level":[101],"hierarchical":[104],"clustering":[105],"tree.":[106],"Finally,":[107],"experimental":[108],"results":[109],"real":[111],"reported":[114],"glioma":[117],"microarray":[118],"dataset.":[119]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2025-10-10T00:00:00"}
