{"id":"https://openalex.org/W4392862503","doi":"https://doi.org/10.1007/s10618-024-01011-4","title":"Online concept evolution detection based on active learning","display_name":"Online concept evolution detection based on active learning","publication_year":2024,"publication_date":"2024-03-15","ids":{"openalex":"https://openalex.org/W4392862503","doi":"https://doi.org/10.1007/s10618-024-01011-4"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-024-01011-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-024-01011-4","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","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/A5100773706","display_name":"Husheng Guo","orcid":"https://orcid.org/0000-0003-4939-4234"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Husheng Guo","raw_affiliation_strings":["Key Lab of Computational Intelligence and Chinese Information Processing of Ministry of Education, Shanxi University, Taiyuan, 030006, Shanxi, China","School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Computational Intelligence and Chinese Information Processing of Ministry of Education, Shanxi University, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]},{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100429403","display_name":"Hai Li","orcid":"https://orcid.org/0000-0003-3228-6544"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Li","raw_affiliation_strings":["School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004991827","display_name":"Cong Lu","orcid":"https://orcid.org/0000-0002-9551-9459"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Cong","raw_affiliation_strings":["School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100773704","display_name":"Wenjian Wang","orcid":"https://orcid.org/0000-0002-8276-3639"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenjian Wang","raw_affiliation_strings":["Key Lab of Computational Intelligence and Chinese Information Processing of Ministry of Education, Shanxi University, Taiyuan, 030006, Shanxi, China","School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab of Computational Intelligence and Chinese Information Processing of Ministry of Education, Shanxi University, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]},{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100773704"],"corresponding_institution_ids":["https://openalex.org/I181877577"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.5557,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68755981,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"38","issue":"4","first_page":"1589","last_page":"1633"},"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9585999846458435,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.95169997215271,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6204644441604614},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.4649326503276825},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44710642099380493},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.4433106780052185},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38865724205970764},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1405642032623291}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6204644441604614},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.4649326503276825},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44710642099380493},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.4433106780052185},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38865724205970764},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1405642032623291}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10618-024-01011-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-024-01011-4","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1083341597","display_name":null,"funder_award_id":"U21A20513","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2457462816","display_name":null,"funder_award_id":"61503229","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2877064608","display_name":null,"funder_award_id":"62076154","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8545736775","display_name":null,"funder_award_id":"62276157","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"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":50,"referenced_works":["https://openalex.org/W318971074","https://openalex.org/W1617839798","https://openalex.org/W1980761143","https://openalex.org/W1988790447","https://openalex.org/W1993521476","https://openalex.org/W2000454347","https://openalex.org/W2016133707","https://openalex.org/W2054079539","https://openalex.org/W2062170945","https://openalex.org/W2063816676","https://openalex.org/W2084551578","https://openalex.org/W2086708165","https://openalex.org/W2088220893","https://openalex.org/W2090651665","https://openalex.org/W2092592411","https://openalex.org/W2095953800","https://openalex.org/W2097178527","https://openalex.org/W2097987924","https://openalex.org/W2107056945","https://openalex.org/W2123003172","https://openalex.org/W2128733372","https://openalex.org/W2130416896","https://openalex.org/W2135319001","https://openalex.org/W2161835057","https://openalex.org/W2244109919","https://openalex.org/W2291006719","https://openalex.org/W2293884019","https://openalex.org/W2300408473","https://openalex.org/W2343742239","https://openalex.org/W2344964031","https://openalex.org/W2434851943","https://openalex.org/W2470412537","https://openalex.org/W2497641964","https://openalex.org/W2517990807","https://openalex.org/W2574867284","https://openalex.org/W2791425844","https://openalex.org/W2896080147","https://openalex.org/W2896160732","https://openalex.org/W2906144119","https://openalex.org/W2906890643","https://openalex.org/W2912806030","https://openalex.org/W2913895989","https://openalex.org/W2946687390","https://openalex.org/W2963183879","https://openalex.org/W2966699050","https://openalex.org/W2979348355","https://openalex.org/W2981673118","https://openalex.org/W3087735403","https://openalex.org/W3182213534","https://openalex.org/W3216815774"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}