{"id":"https://openalex.org/W2045938006","doi":"https://doi.org/10.1007/s10115-014-0808-1","title":"A survey on data stream clustering and classification","display_name":"A survey on data stream clustering and classification","publication_year":2014,"publication_date":"2014-12-16","ids":{"openalex":"https://openalex.org/W2045938006","doi":"https://doi.org/10.1007/s10115-014-0808-1","mag":"2045938006"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-014-0808-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-014-0808-1","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"Knowledge and Information Systems","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/A5086755294","display_name":"Hai-Long Nguyen","orcid":"https://orcid.org/0009-0008-7866-1323"},"institutions":[{"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"]},{"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"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Hai-Long Nguyen","raw_affiliation_strings":["Data Analytics Department, Institute for Infocomm Research (I2R) Agency for Science Technology and Research (A*STAR), Singapore, Singapore","Data Analytics Department, Institute for Infocomm Research (I2R) Agency for Science Technology and Research (A*STAR), Singapore, Singapore#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Analytics Department, Institute for Infocomm Research (I2R) Agency for Science Technology and Research (A*STAR), Singapore, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Data Analytics Department, Institute for Infocomm Research (I2R) Agency for Science Technology and Research (A*STAR), Singapore, Singapore#TAB#","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109069979","display_name":"Yew-Kwong Woon","orcid":null},"institutions":[{"id":"https://openalex.org/I112991645","display_name":"Airbus (France)","ror":"https://ror.org/023qdcg29","country_code":"FR","type":"company","lineage":["https://openalex.org/I112991645","https://openalex.org/I4210121748"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yew-Kwong Woon","raw_affiliation_strings":["Airbus Group Innovations South Asia, Singapore, Singapore","Airbus Group Innovations South Asia, Singapore, Singapore#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Airbus Group Innovations South Asia, Singapore, Singapore","institution_ids":[]},{"raw_affiliation_string":"Airbus Group Innovations South Asia, Singapore, Singapore#TAB#","institution_ids":["https://openalex.org/I112991645"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008926869","display_name":"Wee Keong Ng","orcid":"https://orcid.org/0000-0001-7106-2768"},"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":"Wee-Keong Ng","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore, Singapore","School Of Computer Engineering, Nanyang Technological University, Singapore, Singapore"],"raw_orcid":null,"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":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086755294"],"corresponding_institution_ids":["https://openalex.org/I115228651","https://openalex.org/I3005327000"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":16.9138,"has_fulltext":false,"cited_by_count":319,"citation_normalized_percentile":{"value":0.99192029,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"45","issue":"3","first_page":"535","last_page":"569"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9998999834060669,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9998999834060669,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.989799976348877,"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/data-stream-mining","display_name":"Data stream mining","score":0.9034112691879272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8235923647880554},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.7273727655410767},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6962365508079529},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.654101550579071},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.6103219389915466},{"id":"https://openalex.org/keywords/web-mining","display_name":"Web mining","score":0.47691747546195984},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.4517377018928528},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4185367524623871},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35535728931427},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2347073256969452},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.17299574613571167},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.15463203191757202},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.10814279317855835},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10229140520095825}],"concepts":[{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.9034112691879272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8235923647880554},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.7273727655410767},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6962365508079529},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.654101550579071},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.6103219389915466},{"id":"https://openalex.org/C197046077","wikidata":"https://www.wikidata.org/wiki/Q785337","display_name":"Web mining","level":3,"score":0.47691747546195984},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.4517377018928528},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4185367524623871},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35535728931427},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2347073256969452},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.17299574613571167},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.15463203191757202},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.10814279317855835},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10229140520095825},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10115-014-0808-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-014-0808-1","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"Knowledge and Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":123,"referenced_works":["https://openalex.org/W8926292","https://openalex.org/W53887678","https://openalex.org/W62043660","https://openalex.org/W112212620","https://openalex.org/W157104584","https://openalex.org/W182707955","https://openalex.org/W259338706","https://openalex.org/W1493454437","https://openalex.org/W1495594559","https://openalex.org/W1497719502","https://openalex.org/W1509894598","https://openalex.org/W1513831159","https://openalex.org/W1515347377","https://openalex.org/W1521478692","https://openalex.org/W1522565396","https://openalex.org/W1529840045","https://openalex.org/W1541338408","https://openalex.org/W1563249575","https://openalex.org/W1566114229","https://openalex.org/W1581897247","https://openalex.org/W1585089995","https://openalex.org/W1585387811","https://openalex.org/W1612577040","https://openalex.org/W1635594504","https://openalex.org/W1660133578","https://openalex.org/W1661871015","https://openalex.org/W1673310716","https://openalex.org/W1921457292","https://openalex.org/W1935278564","https://openalex.org/W1949687736","https://openalex.org/W1965972569","https://openalex.org/W1967261944","https://openalex.org/W1969574535","https://openalex.org/W1975852288","https://openalex.org/W1980435364","https://openalex.org/W1987429824","https://openalex.org/W1990079212","https://openalex.org/W1990517717","https://openalex.org/W1991145068","https://openalex.org/W1992419399","https://openalex.org/W1994129711","https://openalex.org/W1998224037","https://openalex.org/W1998819761","https://openalex.org/W2006636107","https://openalex.org/W2007267444","https://openalex.org/W2009727399","https://openalex.org/W2010657328","https://openalex.org/W2011396747","https://openalex.org/W2014615172","https://openalex.org/W2031030051","https://openalex.org/W2040546864","https://openalex.org/W2040810008","https://openalex.org/W2047449506","https://openalex.org/W2049092228","https://openalex.org/W2049633694","https://openalex.org/W2055294489","https://openalex.org/W2057712948","https://openalex.org/W2061036630","https://openalex.org/W2064988570","https://openalex.org/W2068714596","https://openalex.org/W2072240081","https://openalex.org/W2073256825","https://openalex.org/W2082244270","https://openalex.org/W2088340225","https://openalex.org/W2088698696","https://openalex.org/W2092335550","https://openalex.org/W2093656416","https://openalex.org/W2094967252","https://openalex.org/W2095897464","https://openalex.org/W2097005391","https://openalex.org/W2097743039","https://openalex.org/W2097987924","https://openalex.org/W2099223662","https://openalex.org/W2099581008","https://openalex.org/W2100369465","https://openalex.org/W2102831150","https://openalex.org/W2103016999","https://openalex.org/W2105867876","https://openalex.org/W2109857088","https://openalex.org/W2110441437","https://openalex.org/W2112482089","https://openalex.org/W2117487426","https://openalex.org/W2118020653","https://openalex.org/W2118269922","https://openalex.org/W2119939946","https://openalex.org/W2123297508","https://openalex.org/W2124499489","https://openalex.org/W2128462276","https://openalex.org/W2128750409","https://openalex.org/W2129334864","https://openalex.org/W2131687179","https://openalex.org/W2135335717","https://openalex.org/W2136425831","https://openalex.org/W2140190241","https://openalex.org/W2141585940","https://openalex.org/W2148114066","https://openalex.org/W2148481202","https://openalex.org/W2151135734","https://openalex.org/W2152788700","https://openalex.org/W2155640700","https://openalex.org/W2157092487","https://openalex.org/W2158266063","https://openalex.org/W2160642098","https://openalex.org/W2162105856","https://openalex.org/W2168701898","https://openalex.org/W2170337404","https://openalex.org/W2170936641","https://openalex.org/W2170988853","https://openalex.org/W2172219851","https://openalex.org/W2232801052","https://openalex.org/W2293546752","https://openalex.org/W2404243041","https://openalex.org/W2963128781","https://openalex.org/W2997027240","https://openalex.org/W2999481039","https://openalex.org/W2999729612","https://openalex.org/W4233583441","https://openalex.org/W4234917632","https://openalex.org/W4235118305","https://openalex.org/W4237444738","https://openalex.org/W4247105055","https://openalex.org/W4256691599","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4307392573","https://openalex.org/W2802243998","https://openalex.org/W2736127210","https://openalex.org/W2329342202","https://openalex.org/W2574092225","https://openalex.org/W4200217704","https://openalex.org/W2161835057","https://openalex.org/W1521014365","https://openalex.org/W4312214159","https://openalex.org/W2079625735"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":39},{"year":2022,"cited_by_count":35},{"year":2021,"cited_by_count":47},{"year":2020,"cited_by_count":40},{"year":2019,"cited_by_count":50},{"year":2018,"cited_by_count":22},{"year":2017,"cited_by_count":29},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":3}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
