{"id":"https://openalex.org/W1992929897","doi":"https://doi.org/10.1016/j.csda.2011.09.003","title":"Selection of the number of clusters via the bootstrap method","display_name":"Selection of the number of clusters via the bootstrap method","publication_year":2011,"publication_date":"2011-09-16","ids":{"openalex":"https://openalex.org/W1992929897","doi":"https://doi.org/10.1016/j.csda.2011.09.003","mag":"1992929897"},"language":"en","primary_location":{"id":"doi:10.1016/j.csda.2011.09.003","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.csda.2011.09.003","pdf_url":null,"source":{"id":"https://openalex.org/S132362803","display_name":"Computational Statistics & Data Analysis","issn_l":"0167-9473","issn":["0167-9473","1872-7352"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Statistics & Data Analysis","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Selection_of_the_number_of_clusters_via_the_bootstrap_method/10773005","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069089582","display_name":"Yixin Fang","orcid":"https://orcid.org/0000-0003-0104-9140"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yixin Fang","raw_affiliation_strings":["Division of Biostatistics, Department of Environmental Medicine, New York University, 650 First Avenue, Room 551, New York, NY 10016, United States","Division of Biostatistics, Department of Environmental Medicine, New York University, 650 First Avenue, Room 551, New York, NY 10016, United States#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Biostatistics, Department of Environmental Medicine, New York University, 650 First Avenue, Room 551, New York, NY 10016, United States","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"Division of Biostatistics, Department of Environmental Medicine, New York University, 650 First Avenue, Room 551, New York, NY 10016, United States#TAB#","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101714278","display_name":"Junhui Wang","orcid":"https://orcid.org/0000-0002-9165-5664"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junhui Wang","raw_affiliation_strings":["Department of Mathematics, Statistics, and Computer Science, University of Illinois at Chicago, United States","Department of Mathematics, Statistics and Computer Science, University of Illinois at Chicago, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Statistics, and Computer Science, University of Illinois at Chicago, United States","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"Department of Mathematics, Statistics and Computer Science, University of Illinois at Chicago, United States","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5069089582"],"corresponding_institution_ids":["https://openalex.org/I57206974"],"apc_list":{"value":3340,"currency":"USD","value_usd":3340},"apc_paid":null,"fwci":5.488,"has_fulltext":false,"cited_by_count":169,"citation_normalized_percentile":{"value":0.95459257,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"56","issue":"3","first_page":"468","last_page":"477"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9993000030517578,"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":0.9993000030517578,"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/T10057","display_name":"Face and Expression Recognition","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/cluster-analysis","display_name":"Cluster analysis","score":0.8815693259239197},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5643777251243591},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5474408864974976},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.536238431930542},{"id":"https://openalex.org/keywords/determining-the-number-of-clusters-in-a-data-set","display_name":"Determining the number of clusters in a data set","score":0.5286222696304321},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5082423090934753},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.47448280453681946},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4089271128177643},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40735045075416565},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.4009992480278015},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.3049153685569763},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2744138538837433},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2052658498287201},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1841229796409607}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8815693259239197},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5643777251243591},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5474408864974976},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.536238431930542},{"id":"https://openalex.org/C149872217","wikidata":"https://www.wikidata.org/wiki/Q5265701","display_name":"Determining the number of clusters in a data set","level":5,"score":0.5286222696304321},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5082423090934753},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.47448280453681946},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4089271128177643},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40735045075416565},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.4009992480278015},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.3049153685569763},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2744138538837433},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2052658498287201},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1841229796409607},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/j.csda.2011.09.003","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.csda.2011.09.003","pdf_url":null,"source":{"id":"https://openalex.org/S132362803","display_name":"Computational Statistics & Data Analysis","issn_l":"0167-9473","issn":["0167-9473","1872-7352"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Statistics & Data Analysis","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:eee:csdana:v:56:y:2012:i:3:p:468-477","is_oa":false,"landing_page_url":"http://www.sciencedirect.com/science/article/pii/S0167947311003215","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:figshare.com:article/10773005","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Selection_of_the_number_of_clusters_via_the_bootstrap_method/10773005","pdf_url":null,"source":{"id":"https://openalex.org/S4306402621","display_name":"INDIGO (University of Illinois at Chicago)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39422238","host_organization_name":"University of Illinois Chicago","host_organization_lineage":["https://openalex.org/I39422238"],"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":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/10773005","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Selection_of_the_number_of_clusters_via_the_bootstrap_method/10773005","pdf_url":null,"source":{"id":"https://openalex.org/S4306402621","display_name":"INDIGO (University of Illinois at Chicago)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39422238","host_organization_name":"University of Illinois Chicago","host_organization_lineage":["https://openalex.org/I39422238"],"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":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W16706201","https://openalex.org/W1973041621","https://openalex.org/W1974603499","https://openalex.org/W1975152892","https://openalex.org/W1991621620","https://openalex.org/W1995945562","https://openalex.org/W1998871699","https://openalex.org/W1999345637","https://openalex.org/W2001619934","https://openalex.org/W2008499488","https://openalex.org/W2025729801","https://openalex.org/W2030644393","https://openalex.org/W2044729876","https://openalex.org/W2048178552","https://openalex.org/W2055102450","https://openalex.org/W2063348290","https://openalex.org/W2071949631","https://openalex.org/W2085487226","https://openalex.org/W2090658088","https://openalex.org/W2115641384","https://openalex.org/W2116219421","https://openalex.org/W2121947440","https://openalex.org/W2125334673","https://openalex.org/W2126728600","https://openalex.org/W2127218421","https://openalex.org/W2135832933","https://openalex.org/W2138980613","https://openalex.org/W2165874743","https://openalex.org/W2504306802","https://openalex.org/W2913066018","https://openalex.org/W2999729612","https://openalex.org/W3106889297","https://openalex.org/W4238186339","https://openalex.org/W4242401062","https://openalex.org/W4251348903","https://openalex.org/W4255469293","https://openalex.org/W6650022206","https://openalex.org/W6680750452","https://openalex.org/W6684578312"],"related_works":["https://openalex.org/W2163563073","https://openalex.org/W2970954390","https://openalex.org/W1491908038","https://openalex.org/W2355328234","https://openalex.org/W4310575853","https://openalex.org/W1536496053","https://openalex.org/W4200404937","https://openalex.org/W1538188876","https://openalex.org/W2949000021","https://openalex.org/W374238407"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-10T00:00:00"}