{"id":"https://openalex.org/W3094367291","doi":"https://doi.org/10.1007/s10462-020-09922-6","title":"Ensemble learning based on random super-reduct and resampling","display_name":"Ensemble learning based on random super-reduct and resampling","publication_year":2020,"publication_date":"2020-10-22","ids":{"openalex":"https://openalex.org/W3094367291","doi":"https://doi.org/10.1007/s10462-020-09922-6","mag":"3094367291"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-020-09922-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-020-09922-6","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"Artificial Intelligence Review","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/A5100767957","display_name":"Feng Jiang","orcid":"https://orcid.org/0009-0001-6271-9526"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Jiang","raw_affiliation_strings":["College of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, 266061, People\u2019s Republic of China","College of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, 266061, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, 266061, People\u2019s Republic of China","institution_ids":["https://openalex.org/I143413998"]},{"raw_affiliation_string":"College of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, 266061, People's Republic of China","institution_ids":["https://openalex.org/I143413998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009070599","display_name":"Xu Yu","orcid":"https://orcid.org/0000-0003-4913-5734"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Yu","raw_affiliation_strings":["College of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, 266061, People\u2019s Republic of China","College of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, 266061, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, 266061, People\u2019s Republic of China","institution_ids":["https://openalex.org/I143413998"]},{"raw_affiliation_string":"College of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, 266061, People's Republic of China","institution_ids":["https://openalex.org/I143413998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011270130","display_name":"Hongbo Zhao","orcid":"https://orcid.org/0000-0002-1196-4089"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbo Zhao","raw_affiliation_strings":["College of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, 266061, People\u2019s Republic of China","College of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, 266061, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, 266061, People\u2019s Republic of China","institution_ids":["https://openalex.org/I143413998"]},{"raw_affiliation_string":"College of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, 266061, People's Republic of China","institution_ids":["https://openalex.org/I143413998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101490563","display_name":"Dunwei Gong","orcid":"https://orcid.org/0000-0003-2838-4301"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dunwei Gong","raw_affiliation_strings":["School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, 221116, People\u2019s Republic of China","School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, 221116, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, 221116, People\u2019s Republic of China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, 221116, People's Republic of China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102908523","display_name":"Junwei Du","orcid":"https://orcid.org/0000-0002-5964-7234"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junwei Du","raw_affiliation_strings":["College of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, 266061, People\u2019s Republic of China","College of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, 266061, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, 266061, People\u2019s Republic of China","institution_ids":["https://openalex.org/I143413998"]},{"raw_affiliation_string":"College of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, 266061, People's Republic of China","institution_ids":["https://openalex.org/I143413998"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102908523"],"corresponding_institution_ids":["https://openalex.org/I143413998"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":1.4436,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.86398557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"54","issue":"4","first_page":"3115","last_page":"3140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9887999892234802,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9825000166893005,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/reduct","display_name":"Reduct","score":0.9131755828857422},{"id":"https://openalex.org/keywords/random-subspace-method","display_name":"Random subspace method","score":0.6909713745117188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6501376032829285},{"id":"https://openalex.org/keywords/resampling","display_name":"Resampling","score":0.6267050504684448},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.604381799697876},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5459871888160706},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5322530269622803},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.5260969400405884},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.49405720829963684},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4578896462917328},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.4542340636253357},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43460893630981445},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4340737760066986},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.36283978819847107},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3443654775619507},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32797807455062866}],"concepts":[{"id":"https://openalex.org/C69177213","wikidata":"https://www.wikidata.org/wiki/Q12880812","display_name":"Reduct","level":3,"score":0.9131755828857422},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.6909713745117188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6501376032829285},{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.6267050504684448},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.604381799697876},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5459871888160706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5322530269622803},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.5260969400405884},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.49405720829963684},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4578896462917328},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.4542340636253357},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43460893630981445},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4340737760066986},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.36283978819847107},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3443654775619507},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32797807455062866},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10462-020-09922-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-020-09922-6","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"Artificial Intelligence Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1577773780","display_name":null,"funder_award_id":"61671261","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8844509606","display_name":null,"funder_award_id":"ZR2018MF007","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W108615132","https://openalex.org/W605727707","https://openalex.org/W1557923305","https://openalex.org/W1565746575","https://openalex.org/W1570448133","https://openalex.org/W1605688901","https://openalex.org/W1610836425","https://openalex.org/W1635923105","https://openalex.org/W1859728952","https://openalex.org/W1973837973","https://openalex.org/W1976516122","https://openalex.org/W1977931806","https://openalex.org/W1984533548","https://openalex.org/W1988104581","https://openalex.org/W1995875735","https://openalex.org/W2007316229","https://openalex.org/W2021236931","https://openalex.org/W2022262325","https://openalex.org/W2033099886","https://openalex.org/W2043509863","https://openalex.org/W2045810864","https://openalex.org/W2046677448","https://openalex.org/W2072371577","https://openalex.org/W2092179332","https://openalex.org/W2093717447","https://openalex.org/W2096082386","https://openalex.org/W2097498222","https://openalex.org/W2097563922","https://openalex.org/W2099454382","https://openalex.org/W2100600375","https://openalex.org/W2110183025","https://openalex.org/W2112397593","https://openalex.org/W2113242816","https://openalex.org/W2115629999","https://openalex.org/W2117528467","https://openalex.org/W2122892819","https://openalex.org/W2125055259","https://openalex.org/W2130367040","https://openalex.org/W2150757437","https://openalex.org/W2151064980","https://openalex.org/W2154789382","https://openalex.org/W2155720957","https://openalex.org/W2155806188","https://openalex.org/W2167114860","https://openalex.org/W2167277498","https://openalex.org/W2290190008","https://openalex.org/W2327139812","https://openalex.org/W2349417923","https://openalex.org/W2365382545","https://openalex.org/W2384921834","https://openalex.org/W2511098035","https://openalex.org/W2517968414","https://openalex.org/W2535426314","https://openalex.org/W2555003309","https://openalex.org/W2572767459","https://openalex.org/W2578980197","https://openalex.org/W2594029683","https://openalex.org/W2604015085","https://openalex.org/W2620166702","https://openalex.org/W2766239046","https://openalex.org/W2801786879","https://openalex.org/W2900791133","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W2919663631","https://openalex.org/W2930504712","https://openalex.org/W2963381286","https://openalex.org/W2993761465","https://openalex.org/W3120740533","https://openalex.org/W4232478844","https://openalex.org/W4232953319","https://openalex.org/W4234872946","https://openalex.org/W4255833381","https://openalex.org/W4289857829"],"related_works":["https://openalex.org/W1981866886","https://openalex.org/W2052615004","https://openalex.org/W2117389543","https://openalex.org/W2046677448","https://openalex.org/W3167032120","https://openalex.org/W3200179079","https://openalex.org/W4322744035","https://openalex.org/W4375930479","https://openalex.org/W3202701980","https://openalex.org/W2181382496"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2026-01-15T23:16:33.117629","created_date":"2025-10-10T00:00:00"}
