{"id":"https://openalex.org/W2998944803","doi":"https://doi.org/10.1109/access.2020.2965766","title":"CODES: Efficient Incremental Semi-Supervised Classification Over Drifting and Evolving Social Streams","display_name":"CODES: Efficient Incremental Semi-Supervised Classification Over Drifting and Evolving Social Streams","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W2998944803","doi":"https://doi.org/10.1109/access.2020.2965766","mag":"2998944803"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2965766","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2965766","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08955838.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08955838.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017388383","display_name":"Xin Bi","orcid":"https://orcid.org/0000-0002-2645-1112"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Bi","raw_affiliation_strings":["Key Laboratory of Ministry of Education on Safe Mining of Deep Metal Mines, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Ministry of Education on Safe Mining of Deep Metal Mines, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100460123","display_name":"Chao Zhang","orcid":"https://orcid.org/0000-0002-0034-4837"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100773042","display_name":"Xiangguo Zhao","orcid":"https://orcid.org/0000-0002-5029-5658"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangguo Zhao","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102426671","display_name":"Donghang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Donghang Li","raw_affiliation_strings":["College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102801647","display_name":"Yongjiao Sun","orcid":"https://orcid.org/0000-0003-3373-0723"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongjiao Sun","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101638544","display_name":"Yuliang Ma","orcid":"https://orcid.org/0000-0003-1892-5549"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuliang Ma","raw_affiliation_strings":["School of Business Administration, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Business Administration, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5017388383"],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.7669,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.87811062,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"14024","last_page":"14035"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":1.0,"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":1.0,"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/T12676","display_name":"Machine Learning and ELM","score":0.9860000014305115,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8485180139541626},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.7046583294868469},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.6791404485702515},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6022804379463196},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5777994394302368},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5600928664207458},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.5293360948562622},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.5007615089416504},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.47425806522369385},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37195008993148804},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2721107006072998}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8485180139541626},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.7046583294868469},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.6791404485702515},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6022804379463196},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5777994394302368},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5600928664207458},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.5293360948562622},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.5007615089416504},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.47425806522369385},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37195008993148804},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2721107006072998}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2965766","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2965766","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08955838.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9f3667e63fdb4a4899d47a4900f17752","is_oa":true,"landing_page_url":"https://doaj.org/article/9f3667e63fdb4a4899d47a4900f17752","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 14024-14035 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2965766","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2965766","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08955838.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1023919524","display_name":null,"funder_award_id":", Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2082826544","display_name":null,"funder_award_id":"Postdoctoral","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2702356746","display_name":null,"funder_award_id":"61702","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3298201012","display_name":null,"funder_award_id":"71904007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3435950671","display_name":null,"funder_award_id":"and Gr","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G37568934","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3875989020","display_name":null,"funder_award_id":"2018M631806","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G3904997169","display_name":null,"funder_award_id":"6157212","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4180948977","display_name":null,"funder_award_id":"61572121","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4301822736","display_name":null,"funder_award_id":"6167214","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4332387789","display_name":null,"funder_award_id":"2016YFC140190","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4347494023","display_name":null,"funder_award_id":"61702086","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5012644107","display_name":null,"funder_award_id":"2016YFC1401902","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939273631","display_name":null,"funder_award_id":"N171604007","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6327647536","display_name":null,"funder_award_id":"61672145","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7697537432","display_name":null,"funder_award_id":"2016YFC1401902","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7787968216","display_name":null,"funder_award_id":"157212","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7934748207","display_name":null,"funder_award_id":"N171904007","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8114646031","display_name":null,"funder_award_id":"2016Y","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8391010751","display_name":null,"funder_award_id":"61972077","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G850960841","display_name":null,"funder_award_id":"2016YFC","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8951484681","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2998944803.pdf","grobid_xml":"https://content.openalex.org/works/W2998944803.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W55606816","https://openalex.org/W58436971","https://openalex.org/W1141911481","https://openalex.org/W2026131661","https://openalex.org/W2042184006","https://openalex.org/W2052842899","https://openalex.org/W2055743332","https://openalex.org/W2061354549","https://openalex.org/W2062170945","https://openalex.org/W2111072639","https://openalex.org/W2130416896","https://openalex.org/W2134603844","https://openalex.org/W2147800946","https://openalex.org/W2153010910","https://openalex.org/W2158054309","https://openalex.org/W2166185161","https://openalex.org/W2170722887","https://openalex.org/W2174706414","https://openalex.org/W2434851943","https://openalex.org/W2470412537","https://openalex.org/W2531327146","https://openalex.org/W2553007282","https://openalex.org/W2592843536","https://openalex.org/W2604735226","https://openalex.org/W2767414122","https://openalex.org/W2790955120","https://openalex.org/W2809315213","https://openalex.org/W2888673822","https://openalex.org/W2897980426","https://openalex.org/W2951761524","https://openalex.org/W2963149653","https://openalex.org/W2963183879","https://openalex.org/W2963840760","https://openalex.org/W2965015324","https://openalex.org/W2989692169","https://openalex.org/W3098230111","https://openalex.org/W4239510810","https://openalex.org/W6602222081","https://openalex.org/W6679935922","https://openalex.org/W6719935260","https://openalex.org/W6728622933","https://openalex.org/W6730160095","https://openalex.org/W6736270679","https://openalex.org/W6745891213"],"related_works":["https://openalex.org/W3148060700","https://openalex.org/W4390482170","https://openalex.org/W2794908468","https://openalex.org/W2531570999","https://openalex.org/W2553312496","https://openalex.org/W2042184006","https://openalex.org/W4319302697","https://openalex.org/W2921630034","https://openalex.org/W4390062853","https://openalex.org/W4310801741"],"abstract_inverted_index":{"Classification":[0],"over":[1,46,220],"data":[2,39],"streams":[3],"is":[4,69,158],"a":[5,143,208],"crucial":[6],"task":[7],"of":[8,24,110,135,172],"explosive":[9],"social":[10,76,111,155,224,233],"stream":[11,77,112,234],"mining":[12],"and":[13,27,35,53,127,142,153,222],"computing.":[14],"Efficient":[15],"learning":[16,55,140,164,178,218],"techniques":[17],"provide":[18],"high-quality":[19],"services":[20],"in":[21,38,73,102,150,230],"the":[22,32,41,66,74,151,170,231],"aspect":[23],"content":[25],"distribution":[26],"event":[28],"browsing.":[29],"Due":[30],"to":[31,64,71,85,95,160,166,183,193],"concept":[33,36,87,185,195],"drift":[34],"evolution":[37],"streams,":[40,156,225],"classification":[42,113,120],"performance":[43,210,219],"degrades":[44],"drastically":[45],"time.":[47],"Many":[48],"existing":[49],"methods":[50],"utilize":[51],"supervised":[52,58],"unsupervised":[54,80],"strategies.":[56],"However,":[57],"strategies":[59,81],"require":[60],"labeled":[61],"emerging":[62,173],"records":[63],"update":[65,147,181],"classifiers,":[67],"which":[68,226],"unfeasible":[70],"work":[72],"practical":[75,228],"applications.":[78,235],"Although":[79],"are":[82,199],"popularly":[83],"applied":[84],"detect":[86],"evolution,":[88],"it":[89],"takes":[90],"tremendous":[91],"run-time":[92],"computation":[93],"cost":[94],"run":[96],"online":[97],"clustering.":[98],"To":[99],"this":[100,103],"end,":[101],"paper,":[104],"we":[105],"address":[106],"these":[107],"major":[108],"challenges":[109],"by":[114],"proposing":[115],"an":[116,136],"efficient":[117,137,188,217],"incremental":[118,138,177],"semi-supervised":[119,139,163],"method":[121,133],"named":[122],"CODES":[123,132,157,215],"(Classification":[124],"Over":[125],"Drifting":[126],"Evolving":[128],"Stream).":[129],"The":[130,205],"proposed":[131],"consists":[134],"module":[141],"dynamic":[144],"novelty":[145],"threshold":[146],"module.":[148],"Thus,":[149],"drifting":[152,221],"evolving":[154,223],"able":[159],"provide:":[161],"1)":[162],"ability":[165,182,192],"eliminate":[167],"dependency":[168],"on":[169,201],"labels":[171],"records;":[174],"2)":[175],"fast":[176],"with":[179],"real-time":[180],"tackle":[184,194],"drift;":[186],"3)":[187],"novel":[189],"class":[190],"detection":[191],"evolution.":[196],"Extensive":[197],"experiments":[198],"conducted":[200],"several":[202,212],"real-world":[203,232],"datasets.":[204],"results":[206],"indicate":[207],"higher":[209],"than":[211],"state-of-the-art":[213],"methods.":[214],"achieves":[216],"improves":[227],"significance":[229]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}