{"id":"https://openalex.org/W3090314981","doi":"https://doi.org/10.1007/s10489-020-01863-5","title":"Kernelized fuzzy rough sets based online streaming feature selection for large-scale hierarchical classification","display_name":"Kernelized fuzzy rough sets based online streaming feature selection for large-scale hierarchical classification","publication_year":2020,"publication_date":"2020-09-30","ids":{"openalex":"https://openalex.org/W3090314981","doi":"https://doi.org/10.1007/s10489-020-01863-5","mag":"3090314981"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-020-01863-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-020-01863-5","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","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/A5031254446","display_name":"Shengxing Bai","orcid":null},"institutions":[{"id":"https://openalex.org/I9356336","display_name":"Minnan Normal University","ror":"https://ror.org/02vj1vm13","country_code":"CN","type":"education","lineage":["https://openalex.org/I9356336"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengxing Bai","raw_affiliation_strings":["Laboratory of Data Science, Intelligence Application, Minnan Normal University, Zhangzhou, 363000, People\u2019s Republic of China","School of Computer Science, Minnan Normal University, Zhangzhou, 363000, People\u2019s Republic of China","School of Computer Science, Minnan Normal University, Zhangzhou, 363000, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Data Science, Intelligence Application, Minnan Normal University, Zhangzhou, 363000, People\u2019s Republic of China","institution_ids":["https://openalex.org/I9356336"]},{"raw_affiliation_string":"School of Computer Science, Minnan Normal University, Zhangzhou, 363000, People\u2019s Republic of China","institution_ids":["https://openalex.org/I9356336"]},{"raw_affiliation_string":"School of Computer Science, Minnan Normal University, Zhangzhou, 363000, People's Republic of China","institution_ids":["https://openalex.org/I9356336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078988375","display_name":"Yaojin Lin","orcid":"https://orcid.org/0000-0002-6749-9534"},"institutions":[{"id":"https://openalex.org/I9356336","display_name":"Minnan Normal University","ror":"https://ror.org/02vj1vm13","country_code":"CN","type":"education","lineage":["https://openalex.org/I9356336"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yaojin Lin","raw_affiliation_strings":["Laboratory of Data Science, Intelligence Application, Minnan Normal University, Zhangzhou, 363000, People\u2019s Republic of China","School of Computer Science, Minnan Normal University, Zhangzhou, 363000, People\u2019s Republic of China","School of Computer Science, Minnan Normal University, Zhangzhou, 363000, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Data Science, Intelligence Application, Minnan Normal University, Zhangzhou, 363000, People\u2019s Republic of China","institution_ids":["https://openalex.org/I9356336"]},{"raw_affiliation_string":"School of Computer Science, Minnan Normal University, Zhangzhou, 363000, People\u2019s Republic of China","institution_ids":["https://openalex.org/I9356336"]},{"raw_affiliation_string":"School of Computer Science, Minnan Normal University, Zhangzhou, 363000, People's Republic of China","institution_ids":["https://openalex.org/I9356336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103259122","display_name":"Yan Lv","orcid":"https://orcid.org/0000-0002-0260-2318"},"institutions":[{"id":"https://openalex.org/I9356336","display_name":"Minnan Normal University","ror":"https://ror.org/02vj1vm13","country_code":"CN","type":"education","lineage":["https://openalex.org/I9356336"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Lv","raw_affiliation_strings":["Laboratory of Data Science, Intelligence Application, Minnan Normal University, Zhangzhou, 363000, People\u2019s Republic of China","School of Computer Science, Minnan Normal University, Zhangzhou, 363000, People\u2019s Republic of China","School of Computer Science, Minnan Normal University, Zhangzhou, 363000, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Data Science, Intelligence Application, Minnan Normal University, Zhangzhou, 363000, People\u2019s Republic of China","institution_ids":["https://openalex.org/I9356336"]},{"raw_affiliation_string":"School of Computer Science, Minnan Normal University, Zhangzhou, 363000, People\u2019s Republic of China","institution_ids":["https://openalex.org/I9356336"]},{"raw_affiliation_string":"School of Computer Science, Minnan Normal University, Zhangzhou, 363000, People's Republic of China","institution_ids":["https://openalex.org/I9356336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075375343","display_name":"Jinkun Chen","orcid":"https://orcid.org/0000-0002-1141-1548"},"institutions":[{"id":"https://openalex.org/I9356336","display_name":"Minnan Normal University","ror":"https://ror.org/02vj1vm13","country_code":"CN","type":"education","lineage":["https://openalex.org/I9356336"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinkun Chen","raw_affiliation_strings":["School of Mathematics and Statistics, Minnan Normal University, Zhangzhou, 363000, People\u2019s Republic of China","School of Mathematics and Statistics, Minnan Normal University, Zhangzhou, 363000, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Minnan Normal University, Zhangzhou, 363000, People\u2019s Republic of China","institution_ids":["https://openalex.org/I9356336"]},{"raw_affiliation_string":"School of Mathematics and Statistics, Minnan Normal University, Zhangzhou, 363000, People's Republic of China","institution_ids":["https://openalex.org/I9356336"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100334366","display_name":"Chenxi Wang","orcid":"https://orcid.org/0000-0001-8910-9501"},"institutions":[{"id":"https://openalex.org/I9356336","display_name":"Minnan Normal University","ror":"https://ror.org/02vj1vm13","country_code":"CN","type":"education","lineage":["https://openalex.org/I9356336"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenxi Wang","raw_affiliation_strings":["School of Computer Science, Minnan Normal University, Zhangzhou, 363000, People\u2019s Republic of China","School of Computer Science, Minnan Normal University, Zhangzhou, 363000, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Minnan Normal University, Zhangzhou, 363000, People\u2019s Republic of China","institution_ids":["https://openalex.org/I9356336"]},{"raw_affiliation_string":"School of Computer Science, Minnan Normal University, Zhangzhou, 363000, People's Republic of China","institution_ids":["https://openalex.org/I9356336"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5078988375"],"corresponding_institution_ids":["https://openalex.org/I9356336"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.6245,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.91992754,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"51","issue":"3","first_page":"1602","last_page":"1615"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9991000294685364,"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":0.9991000294685364,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9886999726295471,"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":0.9591000080108643,"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/computer-science","display_name":"Computer science","score":0.8406761884689331},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7898476123809814},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.624792218208313},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5748260021209717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5656720399856567},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.5142207145690918},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.512365460395813},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4563264846801758},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4412309229373932},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.42224985361099243},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.417815625667572},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40312254428863525}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8406761884689331},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7898476123809814},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.624792218208313},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5748260021209717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5656720399856567},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.5142207145690918},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.512365460395813},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4563264846801758},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4412309229373932},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.42224985361099243},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.417815625667572},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40312254428863525},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-020-01863-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-020-01863-5","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W601771670","https://openalex.org/W652324932","https://openalex.org/W1567012231","https://openalex.org/W1584659901","https://openalex.org/W1768675166","https://openalex.org/W1997530783","https://openalex.org/W2004116976","https://openalex.org/W2008835805","https://openalex.org/W2016944307","https://openalex.org/W2021680742","https://openalex.org/W2027654459","https://openalex.org/W2031489346","https://openalex.org/W2046074173","https://openalex.org/W2060900933","https://openalex.org/W2061554433","https://openalex.org/W2082173396","https://openalex.org/W2084812512","https://openalex.org/W2093177921","https://openalex.org/W2097923398","https://openalex.org/W2103017472","https://openalex.org/W2108598243","https://openalex.org/W2109109045","https://openalex.org/W2111011053","https://openalex.org/W2115610681","https://openalex.org/W2117225622","https://openalex.org/W2128771953","https://openalex.org/W2128933115","https://openalex.org/W2134270519","https://openalex.org/W2150766729","https://openalex.org/W2153338628","https://openalex.org/W2168756514","https://openalex.org/W2175099382","https://openalex.org/W2246163430","https://openalex.org/W2257550357","https://openalex.org/W2323678723","https://openalex.org/W2511098035","https://openalex.org/W2521385614","https://openalex.org/W2565905535","https://openalex.org/W2606926586","https://openalex.org/W2611049748","https://openalex.org/W2729840144","https://openalex.org/W2740889030","https://openalex.org/W2743621318","https://openalex.org/W2743703549","https://openalex.org/W2749896022","https://openalex.org/W2751102886","https://openalex.org/W2752162157","https://openalex.org/W2753434909","https://openalex.org/W2803263920","https://openalex.org/W2804318406","https://openalex.org/W2883654649","https://openalex.org/W2890693049","https://openalex.org/W2903590249","https://openalex.org/W2907868678","https://openalex.org/W2918055175","https://openalex.org/W2944017292","https://openalex.org/W2997488121","https://openalex.org/W3118608800","https://openalex.org/W3122990092","https://openalex.org/W4300992072"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1495042958","https://openalex.org/W1910826599","https://openalex.org/W2156571267","https://openalex.org/W2747166117","https://openalex.org/W4388820554"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
