{"id":"https://openalex.org/W1679418795","doi":"https://doi.org/10.1007/978-3-642-05224-8_24","title":"Mining Multi-label Concept-Drifting Data Streams Using Dynamic Classifier Ensemble","display_name":"Mining Multi-label Concept-Drifting Data Streams Using Dynamic Classifier Ensemble","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1679418795","doi":"https://doi.org/10.1007/978-3-642-05224-8_24","mag":"1679418795"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-05224-8_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-05224-8_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5101680175","display_name":"Wei Qu","orcid":"https://orcid.org/0009-0005-9566-169X"},"institutions":[{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Qu","raw_affiliation_strings":["College of Information Engineering, Northwest A&F University, Yangling, Shaanxi Province, P.R. China, 712100"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Northwest A&F University, Yangling, Shaanxi Province, P.R. China, 712100","institution_ids":["https://openalex.org/I89652312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100731925","display_name":"Yang Zhang","orcid":"https://orcid.org/0000-0002-4039-904X"},"institutions":[{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Zhang","raw_affiliation_strings":["College of Information Engineering, Northwest A&F University, Yangling, Shaanxi Province, P.R. China, 712100"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Northwest A&F University, Yangling, Shaanxi Province, P.R. China, 712100","institution_ids":["https://openalex.org/I89652312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100301046","display_name":"Junping Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junping Zhu","raw_affiliation_strings":["College of Information Engineering, Northwest A&F University, Yangling, Shaanxi Province, P.R. China, 712100"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Northwest A&F University, Yangling, Shaanxi Province, P.R. China, 712100","institution_ids":["https://openalex.org/I89652312"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101992408","display_name":"Qiang Qiu","orcid":"https://orcid.org/0000-0003-2610-3502"},"institutions":[{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Qiu","raw_affiliation_strings":["College of Information Engineering, Northwest A&F University, Yangling, Shaanxi Province, P.R. China, 712100"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Northwest A&F University, Yangling, Shaanxi Province, P.R. China, 712100","institution_ids":["https://openalex.org/I89652312"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101680175"],"corresponding_institution_ids":["https://openalex.org/I89652312"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.3155,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.89536968,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"308","last_page":"321"},"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9778000116348267,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9666000008583069,"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/computer-science","display_name":"Computer science","score":0.8486259579658508},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7181075811386108},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.6663078665733337},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6320242285728455},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.5893411040306091},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5672915577888489},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5463373064994812},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4921974241733551},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.45469987392425537},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4441044330596924},{"id":"https://openalex.org/keywords/dynamic-data","display_name":"Dynamic data","score":0.4379822015762329},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42664584517478943},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.17516395449638367},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07714220881462097},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.06146302819252014}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8486259579658508},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7181075811386108},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.6663078665733337},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6320242285728455},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.5893411040306091},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5672915577888489},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5463373064994812},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4921974241733551},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.45469987392425537},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4441044330596924},{"id":"https://openalex.org/C197298091","wikidata":"https://www.wikidata.org/wiki/Q5318963","display_name":"Dynamic data","level":2,"score":0.4379822015762329},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42664584517478943},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.17516395449638367},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07714220881462097},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.06146302819252014},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-05224-8_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-05224-8_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W55768394","https://openalex.org/W66588809","https://openalex.org/W139044672","https://openalex.org/W1488440450","https://openalex.org/W1602455240","https://openalex.org/W1679418795","https://openalex.org/W1753402186","https://openalex.org/W1783333813","https://openalex.org/W1983998816","https://openalex.org/W1990079212","https://openalex.org/W2002830978","https://openalex.org/W2009727399","https://openalex.org/W2010657328","https://openalex.org/W2022775778","https://openalex.org/W2049744691","https://openalex.org/W2053463056","https://openalex.org/W2061351061","https://openalex.org/W2107753812","https://openalex.org/W2109084784","https://openalex.org/W2110222014","https://openalex.org/W2118712128","https://openalex.org/W2119466907","https://openalex.org/W2146241755","https://openalex.org/W2147894237","https://openalex.org/W2166819920","https://openalex.org/W2500554657","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2802243998","https://openalex.org/W2469699777","https://openalex.org/W3112950814","https://openalex.org/W3201554469","https://openalex.org/W2368264659","https://openalex.org/W4307392573","https://openalex.org/W2060628068","https://openalex.org/W4200217704","https://openalex.org/W2161835057","https://openalex.org/W2954719546"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
