{"id":"https://openalex.org/W2116838486","doi":"https://doi.org/10.1007/s10618-012-0258-x","title":"A survey on enhanced subspace clustering","display_name":"A survey on enhanced subspace clustering","publication_year":2012,"publication_date":"2012-02-23","ids":{"openalex":"https://openalex.org/W2116838486","doi":"https://doi.org/10.1007/s10618-012-0258-x","mag":"2116838486"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-012-0258-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-012-0258-x","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-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/A5000077454","display_name":"Kelvin Sim","orcid":null},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Kelvin Sim","raw_affiliation_strings":["Data Mining Department, Institute of Infocomm Research, A*STAR, Singapore, Singapore","Data Mining Department, Institute of Infocomm Research, A*STAR, Singapore, Singapore#TAB#"],"affiliations":[{"raw_affiliation_string":"Data Mining Department, Institute of Infocomm Research, A*STAR, Singapore, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Data Mining Department, Institute of Infocomm Research, A*STAR, Singapore, Singapore#TAB#","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108788852","display_name":"Vivekanand Gopalkrishnan","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I4210162116","display_name":"Singapore Clinical Research Institute","ror":"https://ror.org/05c27bs83","country_code":"SG","type":"other","lineage":["https://openalex.org/I4210162116"]}],"countries":["SG","US"],"is_corresponding":false,"raw_author_name":"Vivekanand Gopalkrishnan","raw_affiliation_strings":["IBM Research, Singapore, Singapore","[IBM Res., Singapore, Singapore]"],"affiliations":[{"raw_affiliation_string":"IBM Research, Singapore, Singapore","institution_ids":["https://openalex.org/I4210162116"]},{"raw_affiliation_string":"[IBM Res., Singapore, Singapore]","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047196019","display_name":"Arthur Zimek","orcid":"https://orcid.org/0000-0001-7713-4208"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Arthur Zimek","raw_affiliation_strings":["Institute for Informatics, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen, Munich, Germany","Institute for Informatics, Ludwig\u2013Maximilians\u2013Universit\u00e4t M\u00fcnchen, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Informatics, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"Institute for Informatics, Ludwig\u2013Maximilians\u2013Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045198704","display_name":"Gao Cong","orcid":"https://orcid.org/0000-0002-4430-6373"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Gao Cong","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore, Singapore","School Of Computer Engineering, Nanyang Technological University, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School Of Computer Engineering, Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5000077454"],"corresponding_institution_ids":["https://openalex.org/I115228651","https://openalex.org/I3005327000"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":21.3948,"has_fulltext":false,"cited_by_count":154,"citation_normalized_percentile":{"value":0.99495858,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"26","issue":"2","first_page":"332","last_page":"397"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9965999722480774,"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"}},{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9847999811172485,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8802985548973083},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.6524075269699097},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.6393213868141174},{"id":"https://openalex.org/keywords/linear-subspace","display_name":"Linear subspace","score":0.630341649055481},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.5875629782676697},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.5822567939758301},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5533141493797302},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.5402491092681885},{"id":"https://openalex.org/keywords/single-linkage-clustering","display_name":"Single-linkage clustering","score":0.4926955997943878},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4813307225704193},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.47857120633125305},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41285771131515503},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39586105942726135},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3887678384780884}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8802985548973083},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.6524075269699097},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.6393213868141174},{"id":"https://openalex.org/C12362212","wikidata":"https://www.wikidata.org/wiki/Q728435","display_name":"Linear subspace","level":2,"score":0.630341649055481},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.5875629782676697},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.5822567939758301},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5533141493797302},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.5402491092681885},{"id":"https://openalex.org/C22648726","wikidata":"https://www.wikidata.org/wiki/Q7523744","display_name":"Single-linkage clustering","level":5,"score":0.4926955997943878},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4813307225704193},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.47857120633125305},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41285771131515503},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39586105942726135},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3887678384780884},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10618-012-0258-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-012-0258-x","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/107257","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/107257","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"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":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":123,"referenced_works":["https://openalex.org/W7948609","https://openalex.org/W37503237","https://openalex.org/W106621143","https://openalex.org/W136621464","https://openalex.org/W191006456","https://openalex.org/W192462150","https://openalex.org/W203389731","https://openalex.org/W206885600","https://openalex.org/W1486996222","https://openalex.org/W1493217831","https://openalex.org/W1493647235","https://openalex.org/W1501500081","https://openalex.org/W1506285740","https://openalex.org/W1510033442","https://openalex.org/W1515984610","https://openalex.org/W1523098315","https://openalex.org/W1538215434","https://openalex.org/W1543863953","https://openalex.org/W1544317638","https://openalex.org/W1547696260","https://openalex.org/W1562753845","https://openalex.org/W1563099561","https://openalex.org/W1573605934","https://openalex.org/W1576998661","https://openalex.org/W1582432792","https://openalex.org/W1585646276","https://openalex.org/W1586265465","https://openalex.org/W1595303882","https://openalex.org/W1672197616","https://openalex.org/W1753951212","https://openalex.org/W1829912495","https://openalex.org/W1842663434","https://openalex.org/W1969050775","https://openalex.org/W1969192912","https://openalex.org/W1969357402","https://openalex.org/W1977496278","https://openalex.org/W1977640460","https://openalex.org/W1982685371","https://openalex.org/W1983524036","https://openalex.org/W1990071908","https://openalex.org/W1992419399","https://openalex.org/W1994190629","https://openalex.org/W2000473687","https://openalex.org/W2006533296","https://openalex.org/W2011191813","https://openalex.org/W2017337590","https://openalex.org/W2029906306","https://openalex.org/W2030996579","https://openalex.org/W2040873113","https://openalex.org/W2042035594","https://openalex.org/W2046273500","https://openalex.org/W2054655136","https://openalex.org/W2057305562","https://openalex.org/W2057712948","https://openalex.org/W2065811242","https://openalex.org/W2067877017","https://openalex.org/W2072017174","https://openalex.org/W2079361215","https://openalex.org/W2084341220","https://openalex.org/W2089055054","https://openalex.org/W2092754131","https://openalex.org/W2095486409","https://openalex.org/W2099581008","https://openalex.org/W2108120750","https://openalex.org/W2109130989","https://openalex.org/W2109746343","https://openalex.org/W2115575686","https://openalex.org/W2115875363","https://openalex.org/W2116085207","https://openalex.org/W2117355841","https://openalex.org/W2117487426","https://openalex.org/W2117769694","https://openalex.org/W2125070513","https://openalex.org/W2129768230","https://openalex.org/W2129911521","https://openalex.org/W2133576408","https://openalex.org/W2134089414","https://openalex.org/W2135105223","https://openalex.org/W2135875435","https://openalex.org/W2136704573","https://openalex.org/W2139525922","https://openalex.org/W2140439590","https://openalex.org/W2140942285","https://openalex.org/W2141012957","https://openalex.org/W2141087758","https://openalex.org/W2144544802","https://openalex.org/W2145683967","https://openalex.org/W2146442966","https://openalex.org/W2147845504","https://openalex.org/W2149316273","https://openalex.org/W2153233077","https://openalex.org/W2153922613","https://openalex.org/W2155640700","https://openalex.org/W2160455305","https://openalex.org/W2162121795","https://openalex.org/W2162173340","https://openalex.org/W2162219091","https://openalex.org/W2164197909","https://openalex.org/W2165533158","https://openalex.org/W2165698076","https://openalex.org/W2166064672","https://openalex.org/W2167091752","https://openalex.org/W2168532736","https://openalex.org/W2169732613","https://openalex.org/W2171179737","https://openalex.org/W2232801052","https://openalex.org/W2311450085","https://openalex.org/W2432267564","https://openalex.org/W2434205482","https://openalex.org/W2503899677","https://openalex.org/W2504829889","https://openalex.org/W2735785486","https://openalex.org/W2751606679","https://openalex.org/W2799061466","https://openalex.org/W3003734944","https://openalex.org/W3029645440","https://openalex.org/W3083342638","https://openalex.org/W4206647594","https://openalex.org/W4210297234","https://openalex.org/W4210836678","https://openalex.org/W4230946174","https://openalex.org/W4233014035","https://openalex.org/W4255061622"],"related_works":["https://openalex.org/W2559422900","https://openalex.org/W2160785859","https://openalex.org/W2188840951","https://openalex.org/W4301002638","https://openalex.org/W2393707058","https://openalex.org/W3186815950","https://openalex.org/W2590117803","https://openalex.org/W2202413591","https://openalex.org/W2389934482","https://openalex.org/W2388628913"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":22},{"year":2018,"cited_by_count":20},{"year":2017,"cited_by_count":17},{"year":2016,"cited_by_count":13},{"year":2015,"cited_by_count":16},{"year":2014,"cited_by_count":15},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}