{"id":"https://openalex.org/W2008977345","doi":"https://doi.org/10.1177/0165551506068179","title":"Mining maximal frequent itemsets from data streams","display_name":"Mining maximal frequent itemsets from data streams","publication_year":2007,"publication_date":"2007-03-24","ids":{"openalex":"https://openalex.org/W2008977345","doi":"https://doi.org/10.1177/0165551506068179","mag":"2008977345"},"language":"en","primary_location":{"id":"doi:10.1177/0165551506068179","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0165551506068179","pdf_url":null,"source":{"id":"https://openalex.org/S68913162","display_name":"Journal of Information Science","issn_l":"0165-5515","issn":["0165-5515","1741-6485"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Science","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/A5031838724","display_name":"Guojun Mao","orcid":"https://orcid.org/0000-0002-5068-6181"},"institutions":[{"id":"https://openalex.org/I111236770","display_name":"University of Vermont","ror":"https://ror.org/0155zta11","country_code":"US","type":"education","lineage":["https://openalex.org/I111236770"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Guojun Mao","raw_affiliation_strings":["Department of Computer Science, University of Vermont, Burlington VT 05405, USA,","Department of Computer Science, University of Vermont, Burlington, VT 05405 USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Vermont, Burlington VT 05405, USA,","institution_ids":["https://openalex.org/I111236770"]},{"raw_affiliation_string":"Department of Computer Science, University of Vermont, Burlington, VT 05405 USA","institution_ids":["https://openalex.org/I111236770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080738591","display_name":"Xindong Wu","orcid":"https://orcid.org/0000-0003-2396-1704"},"institutions":[{"id":"https://openalex.org/I111236770","display_name":"University of Vermont","ror":"https://ror.org/0155zta11","country_code":"US","type":"education","lineage":["https://openalex.org/I111236770"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xindong Wu","raw_affiliation_strings":["Department of Computer Science, University of Vermont, Burlington VT 05405, USA","Department of Computer Science, University of Vermont, Burlington, VT 05405 USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Vermont, Burlington VT 05405, USA","institution_ids":["https://openalex.org/I111236770"]},{"raw_affiliation_string":"Department of Computer Science, University of Vermont, Burlington, VT 05405 USA","institution_ids":["https://openalex.org/I111236770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084641325","display_name":"Xingquan Zhu","orcid":"https://orcid.org/0000-0003-4129-9611"},"institutions":[{"id":"https://openalex.org/I111236770","display_name":"University of Vermont","ror":"https://ror.org/0155zta11","country_code":"US","type":"education","lineage":["https://openalex.org/I111236770"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xingquan Zhu","raw_affiliation_strings":["Department of Computer Science, University of Vermont, Burlington VT 05405, USA","Department of Computer Science, University of Vermont, Burlington, VT 05405 USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Vermont, Burlington VT 05405, USA","institution_ids":["https://openalex.org/I111236770"]},{"raw_affiliation_string":"Department of Computer Science, University of Vermont, Burlington, VT 05405 USA","institution_ids":["https://openalex.org/I111236770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100389843","display_name":"Gong Chen","orcid":"https://orcid.org/0000-0003-2098-1291"},"institutions":[{"id":"https://openalex.org/I111236770","display_name":"University of Vermont","ror":"https://ror.org/0155zta11","country_code":"US","type":"education","lineage":["https://openalex.org/I111236770"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gong Chen","raw_affiliation_strings":["Department of Computer Science, University of Vermont, Burlington VT 05405, USA","Department of Computer Science, University of Vermont, Burlington, VT 05405 USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Vermont, Burlington VT 05405, USA","institution_ids":["https://openalex.org/I111236770"]},{"raw_affiliation_string":"Department of Computer Science, University of Vermont, Burlington, VT 05405 USA","institution_ids":["https://openalex.org/I111236770"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048621866","display_name":"Chunnian Liu","orcid":"https://orcid.org/0000-0002-8764-134X"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunnian Liu","raw_affiliation_strings":["School of Computer Science, Beijing University of Technology, Beijing 100022, P.R. China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Beijing University of Technology, Beijing 100022, P.R. China","institution_ids":["https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5031838724"],"corresponding_institution_ids":["https://openalex.org/I111236770"],"apc_list":null,"apc_paid":null,"fwci":14.9358,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.98612853,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"33","issue":"3","first_page":"251","last_page":"262"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9732999801635742,"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":0.8408613801002502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8365000486373901},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.7674744725227356},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.6710147261619568},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5546706914901733},{"id":"https://openalex.org/keywords/streams","display_name":"STREAMS","score":0.4859987199306488}],"concepts":[{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.8408613801002502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8365000486373901},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.7674744725227356},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.6710147261619568},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5546706914901733},{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.4859987199306488},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1177/0165551506068179","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0165551506068179","pdf_url":null,"source":{"id":"https://openalex.org/S68913162","display_name":"Journal of Information Science","issn_l":"0165-5515","issn":["0165-5515","1741-6485"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Science","raw_type":"journal-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/15084","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/15084","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320312462","display_name":"University of Vermont","ror":"https://ror.org/0155zta11"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W110175884","https://openalex.org/W338544634","https://openalex.org/W1484413656","https://openalex.org/W1492078655","https://openalex.org/W1506285740","https://openalex.org/W1515347377","https://openalex.org/W1537336823","https://openalex.org/W1569347009","https://openalex.org/W1585646276","https://openalex.org/W1587322954","https://openalex.org/W1677324596","https://openalex.org/W2001474264","https://openalex.org/W2002847183","https://openalex.org/W2045948812","https://openalex.org/W2064853889","https://openalex.org/W2068714596","https://openalex.org/W2069980026","https://openalex.org/W2097848897","https://openalex.org/W2100369465","https://openalex.org/W2102476072","https://openalex.org/W2106021426","https://openalex.org/W2108560469","https://openalex.org/W2125770253","https://openalex.org/W2138660495","https://openalex.org/W2139898672","https://openalex.org/W2141115288","https://openalex.org/W2144723214","https://openalex.org/W2159580106","https://openalex.org/W2166559705","https://openalex.org/W2166709000","https://openalex.org/W2170936641","https://openalex.org/W4242725984","https://openalex.org/W4252403066","https://openalex.org/W4301073899"],"related_works":["https://openalex.org/W2319935728","https://openalex.org/W2359425399","https://openalex.org/W2069446265","https://openalex.org/W1579524345","https://openalex.org/W2039848804","https://openalex.org/W2171126454","https://openalex.org/W2350940880","https://openalex.org/W1582424504","https://openalex.org/W2380746617","https://openalex.org/W2354236636"],"abstract_inverted_index":{"Frequent":[0],"pattern":[1,89],"mining":[2,90],"from":[3,91,131,173],"data":[4,12,30,92,132,167,174],"streams":[5,93,175],"is":[6,80,139,151],"an":[7,105],"active":[8],"research":[9,15],"topic":[10],"in":[11,60,94,104,154,176],"mining.":[13],"Existing":[14],"efforts":[16],"often":[17],"rely":[18],"on":[19,141,145],"a":[20,56,83,96,124,142,146,177],"two-phase":[21,57],"framework":[22,58,143],"to":[23,32,46,69,169],"discover":[24],"frequent":[25,50,74,88,129,171],"patterns:":[26],"(1)":[27],"using":[28],"internal":[29],"structures":[31,168],"store":[33],"meta-patterns":[34,45],"obtained":[35],"by":[36],"scanning":[37],"the":[38,44,61,64,99,113,155,184,190],"stream":[39],"data;":[40],"and":[41,48,71,107,186],"(2)":[42],"re-mining":[43],"finalize":[47],"output":[49],"patterns.":[51],"The":[52,134,157],"defectiveness":[53],"of":[54,137,148,160,189],"such":[55,95],"lies":[59],"fact":[62],"that":[63,82,98,163],"two":[65],"stages":[66],"provide":[67],"barriers":[68],"dynamically":[70],"immediately":[72],"finding":[73],"patterns":[75,103,114,172],"with":[76],"online":[77],"functionalities.":[78],"It":[79],"expected":[81],"single-phase":[84,125],"algorithm":[85,126],"can":[86,101],"fulfil":[87],"way":[97],"users":[100],"see":[102],"immediate":[106],"dynamic":[108],"manner,":[109],"as":[110,112],"soon":[111],"have":[115],"become":[116],"frequent.":[117],"In":[118],"this":[119],"paper,":[120],"we":[121],"propose":[122],"INSTANT,":[123],"for":[127],"discovering":[128],"itemsets":[130],"streams.":[133],"theoretical":[135],"foundation":[136],"INSTANT":[138,161],"based":[140],"theory":[144],"set":[147],"itemsets,":[149],"which":[150],"also":[152],"presented":[153],"paper.":[156],"novel":[158],"design":[159],"ensures":[162],"it":[164],"employs":[165],"compact":[166],"mine":[170],"single":[178],"phase.":[179],"Our":[180],"experimental":[181],"results":[182],"demonstrate":[183],"time":[185],"space":[187],"efficiency":[188],"proposed":[191],"algorithm.":[192]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":11},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
