{"id":"https://openalex.org/W4408034967","doi":"https://doi.org/10.1142/s0218488525500084","title":"A Bi-level Alternating Meta-learning for Recurring Concept on Evolving Data Streams Instructions for Typing","display_name":"A Bi-level Alternating Meta-learning for Recurring Concept on Evolving Data Streams Instructions for Typing","publication_year":2025,"publication_date":"2025-02-28","ids":{"openalex":"https://openalex.org/W4408034967","doi":"https://doi.org/10.1142/s0218488525500084"},"language":"en","primary_location":{"id":"doi:10.1142/s0218488525500084","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218488525500084","pdf_url":null,"source":{"id":"https://openalex.org/S69518169","display_name":"International Journal of Uncertainty Fuzziness and Knowledge-Based Systems","issn_l":"0218-4885","issn":["0218-4885","1793-6411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Uncertainty, Fuzziness and Knowledge-Based 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/A5100425092","display_name":"Jian\u2013wei Liu","orcid":"https://orcid.org/0000-0002-0634-4408"},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jian-Wei Liu","raw_affiliation_strings":["Department of Automation, College of Artificial Intelligence, China University of Petroleum Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, College of Artificial Intelligence, China University of Petroleum Beijing, Beijing, China","institution_ids":["https://openalex.org/I204553293"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101791914","display_name":"Si-Si Zhang","orcid":"https://orcid.org/0000-0001-9655-8161"},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Si-Si Zhang","raw_affiliation_strings":["Department of Automation, College of Artificial Intelligence, China University of Petroleum Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, College of Artificial Intelligence, China University of Petroleum Beijing, Beijing, China","institution_ids":["https://openalex.org/I204553293"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045494817","display_name":"Zhidong Bao","orcid":"https://orcid.org/0000-0002-7205-4580"},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhong-Lin Bao","raw_affiliation_strings":["Department of Automation, College of Artificial Intelligence, China University of Petroleum Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, College of Artificial Intelligence, China University of Petroleum Beijing, Beijing, China","institution_ids":["https://openalex.org/I204553293"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100425092"],"corresponding_institution_ids":["https://openalex.org/I204553293"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01567974,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":"02","first_page":"193","last_page":"217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9959999918937683,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9782000184059143,"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/streams","display_name":"STREAMS","score":0.7114416360855103},{"id":"https://openalex.org/keywords/typing","display_name":"Typing","score":0.6704148054122925},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.573189914226532},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08029419183731079},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.06943821907043457}],"concepts":[{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.7114416360855103},{"id":"https://openalex.org/C2781209916","wikidata":"https://www.wikidata.org/wiki/Q3215756","display_name":"Typing","level":2,"score":0.6704148054122925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.573189914226532},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08029419183731079},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.06943821907043457}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218488525500084","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218488525500084","pdf_url":null,"source":{"id":"https://openalex.org/S69518169","display_name":"International Journal of Uncertainty Fuzziness and Knowledge-Based Systems","issn_l":"0218-4885","issn":["0218-4885","1793-6411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems","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":28,"referenced_works":["https://openalex.org/W1528982213","https://openalex.org/W1682403713","https://openalex.org/W1988790447","https://openalex.org/W1990079212","https://openalex.org/W2010657328","https://openalex.org/W2036963181","https://openalex.org/W2102605133","https://openalex.org/W2108673947","https://openalex.org/W2110048843","https://openalex.org/W2119507074","https://openalex.org/W2154642048","https://openalex.org/W2194775991","https://openalex.org/W2560647685","https://openalex.org/W2602856279","https://openalex.org/W2615799874","https://openalex.org/W2739567232","https://openalex.org/W2767528836","https://openalex.org/W2767961350","https://openalex.org/W2778685442","https://openalex.org/W2788388592","https://openalex.org/W2898036135","https://openalex.org/W2962966271","https://openalex.org/W2982207148","https://openalex.org/W2982410595","https://openalex.org/W2986043108","https://openalex.org/W3009266144","https://openalex.org/W3102094077","https://openalex.org/W4245245123"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2010317732","https://openalex.org/W2483328176","https://openalex.org/W2061705145","https://openalex.org/W3176169626","https://openalex.org/W193205649","https://openalex.org/W45006177","https://openalex.org/W2016919266"],"abstract_inverted_index":{"Humans\u2019":[0],"learning":[1,51,104,156],"involves":[2],"remembering":[3],"patterns":[4],"of":[5,157,167,180],"the":[6,58,74,79,83,86,91,121,127,153,171,178,181],"past":[7],"to":[8,81,100,113,134],"better":[9],"understand":[10],"recurring":[11,115,119,148],"concepts":[12,89,149,159],"as":[13],"their":[14],"knowledge":[15,29,129],"grows.":[16],"However,":[17],"a":[18,43,52,68,142,165],"key":[19],"issue":[20],"that":[21,27,55,77],"arises":[22],"from":[23],"these":[24],"cases":[25],"is":[26,71,111,184],"previous":[28,59,101,128],"in":[30,160],"deep":[31],"neural":[32],"networks":[33],"could":[34],"be":[35],"gradually":[36],"forgotten":[37],"when":[38],"they":[39],"are":[40],"trained":[41],"for":[42,105,147],"new":[44,69,92],"concept.":[45],"We":[46],"address":[47],"this":[48,66,135,138],"problem":[49],"by":[50,73],"general":[53],"representation":[54,155],"can":[56,123,131],"remember":[57,124],"information":[60],"and":[61,90,125,130,163],"promote":[62],"future":[63],"learning.":[64],"In":[65,137],"pursuit,":[67],"controller":[70],"introduced":[72],"meta-learning":[75,173],"strategy":[76],"guides":[78],"network":[80],"keep":[82],"balance":[84],"between":[85],"previously":[87],"learned":[88],"concept,":[93],"hence":[94],"it":[95],"avoids":[96],"catastrophic":[97],"forgetting.":[98],"Compared":[99],"online":[102],"incremental":[103],"evolving":[106],"data":[107],"streams,":[108],"our":[109],"approach":[110,146],"dedicated":[112],"handling":[114],"concepts.":[116],"When":[117],"encountering":[118],"concepts,":[120],"model":[122],"recall":[126],"quickly":[132],"adapt":[133],"change.":[136],"paper,":[139],"we":[140],"propose":[141],"Bi-level":[143],"Alternating":[144],"Meta-learning":[145],"(BLAML),":[150],"which":[151],"emphasizes":[152],"hidden":[154],"different":[158],"model-level":[161],"learning,":[162],"obtains":[164],"set":[166],"shared":[168],"parameters":[169],"through":[170],"global":[172],"strategy.":[174],"Through":[175],"extensive":[176],"experiments,":[177],"effectiveness":[179],"proposed":[182],"method":[183],"proved.":[185]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}