{"id":"https://openalex.org/W1576730576","doi":"https://doi.org/10.1007/11815921_75","title":"Adaptive Classifier Selection Based on Two Level Hypothesis Tests for Incremental Learning","display_name":"Adaptive Classifier Selection Based on Two Level Hypothesis Tests for Incremental Learning","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W1576730576","doi":"https://doi.org/10.1007/11815921_75","mag":"1576730576"},"language":"en","primary_location":{"id":"doi:10.1007/11815921_75","is_oa":true,"landing_page_url":"https://doi.org/10.1007/11815921_75","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F11815921_75.pdf","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":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F11815921_75.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100713031","display_name":"Haixia Chen","orcid":"https://orcid.org/0000-0002-1511-7581"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haixia Chen","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, China","College of Computer Science and Technology, Jilin University, Changchun, China;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"]},{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, China;","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053315003","display_name":"Senmiao Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Senmiao Yuan","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, China","College of Computer Science and Technology, Jilin University, Changchun, China;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"]},{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, China;","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102181899","display_name":"Kai Jiang","orcid":"https://orcid.org/0009-0002-7406-9177"},"institutions":[{"id":"https://openalex.org/I2800372957","display_name":"China Electronics Technology Group Corporation","ror":"https://ror.org/0098hst83","country_code":"CN","type":"company","lineage":["https://openalex.org/I2800372957"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Jiang","raw_affiliation_strings":["China Electronics Technology Group Corporation No. 45 Research Institute, Beijing, China","China Electronics Technology Group Corporation No. 45 Research Institute, Beijing, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Electronics Technology Group Corporation No. 45 Research Institute, Beijing, China","institution_ids":["https://openalex.org/I2800372957"]},{"raw_affiliation_string":"China Electronics Technology Group Corporation No. 45 Research Institute, Beijing, China#TAB#","institution_ids":["https://openalex.org/I2800372957"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"687","last_page":"695"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9688000082969666,"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":0.9671000242233276,"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":0.8251007199287415},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7159498929977417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6909571290016174},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6810756325721741},{"id":"https://openalex.org/keywords/incremental-learning","display_name":"Incremental learning","score":0.6085377335548401},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.5470101833343506},{"id":"https://openalex.org/keywords/statistical-hypothesis-testing","display_name":"Statistical hypothesis testing","score":0.5054819583892822},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4130338728427887},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08863118290901184},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06783923506736755}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8251007199287415},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7159498929977417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6909571290016174},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6810756325721741},{"id":"https://openalex.org/C2780735816","wikidata":"https://www.wikidata.org/wiki/Q28324931","display_name":"Incremental learning","level":2,"score":0.6085377335548401},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.5470101833343506},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.5054819583892822},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4130338728427887},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08863118290901184},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06783923506736755},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/11815921_75","is_oa":true,"landing_page_url":"https://doi.org/10.1007/11815921_75","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F11815921_75.pdf","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":{"id":"doi:10.1007/11815921_75","is_oa":true,"landing_page_url":"https://doi.org/10.1007/11815921_75","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F11815921_75.pdf","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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1576730576.pdf","grobid_xml":"https://content.openalex.org/works/W1576730576.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W42215894","https://openalex.org/W1536228795","https://openalex.org/W1585854823","https://openalex.org/W1682403713","https://openalex.org/W1925932413","https://openalex.org/W1990079212","https://openalex.org/W1999038366","https://openalex.org/W2004963814","https://openalex.org/W2009727399","https://openalex.org/W2010657328","https://openalex.org/W2022775778","https://openalex.org/W2084134149","https://openalex.org/W2103753221","https://openalex.org/W2113480381","https://openalex.org/W2140785063","https://openalex.org/W2146032906","https://openalex.org/W2487701457","https://openalex.org/W2889643187","https://openalex.org/W3017143921"],"related_works":["https://openalex.org/W2068319486","https://openalex.org/W3160499573","https://openalex.org/W2810128799","https://openalex.org/W2434851943","https://openalex.org/W2619158163","https://openalex.org/W2167825284","https://openalex.org/W4320008530","https://openalex.org/W2255437727","https://openalex.org/W2740428142","https://openalex.org/W2969613015"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
