{"id":"https://openalex.org/W3213750970","doi":"https://doi.org/10.1109/tfuzz.2021.3128061","title":"Fuzzy Rule-Based Classification Method for Incremental Rule Learning","display_name":"Fuzzy Rule-Based Classification Method for Incremental Rule Learning","publication_year":2021,"publication_date":"2021-11-15","ids":{"openalex":"https://openalex.org/W3213750970","doi":"https://doi.org/10.1109/tfuzz.2021.3128061","mag":"3213750970"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2021.3128061","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.qub.ac.uk/files/263392626/TFS.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002401784","display_name":"Jiaojiao Niu","orcid":null},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaojiao Niu","raw_affiliation_strings":["School of Control and Computer Engineering, North China Electric Power University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Control and Computer Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069347046","display_name":"Degang Chen","orcid":"https://orcid.org/0000-0002-1135-9807"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Degang Chen","raw_affiliation_strings":["School of Mathematics and Physics, North China Electric Power University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Physics, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012023654","display_name":"Jinhai Li","orcid":"https://orcid.org/0000-0002-5206-9304"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinhai Li","raw_affiliation_strings":["Data Science Research Center, Kunming University of Science and Technology, Kunming, China","Faculty of Science, Kunming University of Science and Technology, Kunming, China"],"affiliations":[{"raw_affiliation_string":"Data Science Research Center, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"Faculty of Science, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100460917","display_name":"Hui Wang","orcid":"https://orcid.org/0000-0003-2633-6015"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hui Wang","raw_affiliation_strings":["School of Electronics, Electrical Engineering, and Computer Science, Queen’s University Belfast, Belfast, U.K."],"affiliations":[{"raw_affiliation_string":"School of Electronics, Electrical Engineering, and Computer Science, Queen’s University Belfast, Belfast, U.K.","institution_ids":["https://openalex.org/I126231945"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.309,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.769905,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"30","issue":"9","first_page":"3748","last_page":"3761"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":1.0,"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":1.0,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9879,"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"}},{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9525,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reduct","display_name":"Reduct","score":0.81118834},{"id":"https://openalex.org/keywords/granular-computing","display_name":"Granular Computing","score":0.63283694},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.5628768},{"id":"https://openalex.org/keywords/classification-rule","display_name":"Classification rule","score":0.4248293}],"concepts":[{"id":"https://openalex.org/C69177213","wikidata":"https://www.wikidata.org/wiki/Q12880812","display_name":"Reduct","level":3,"score":0.81118834},{"id":"https://openalex.org/C17209119","wikidata":"https://www.wikidata.org/wiki/Q5596712","display_name":"Granular computing","level":3,"score":0.63283694},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5964715},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.59373784},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.5628768},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5588203},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.497669},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4643543},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.46253517},{"id":"https://openalex.org/C104317236","wikidata":"https://www.wikidata.org/wiki/Q4330126","display_name":"Classification rule","level":2,"score":0.4248293},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4180346},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.39497715}],"mesh":[],"locations_count":3,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2021.3128061","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/856bc6cf-196b-4594-bf0a-2bd96d9b003c","pdf_url":"https://pure.qub.ac.uk/files/263392626/TFS.pdf","source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":["Queen's University Belfast"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false},{"is_oa":true,"landing_page_url":"https://pureadmin.qub.ac.uk/ws/files/263392626/TFS.pdf","pdf_url":"https://pureadmin.qub.ac.uk/ws/files/263392626/TFS.pdf","source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":["Queen's University Belfast"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/856bc6cf-196b-4594-bf0a-2bd96d9b003c","pdf_url":"https://pure.qub.ac.uk/files/263392626/TFS.pdf","source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":["Queen's University Belfast"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false},"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"11971211"}],"datasets":[],"versions":[],"referenced_works_count":68,"referenced_works":["https://openalex.org/W1555789138","https://openalex.org/W1565746575","https://openalex.org/W1630964756","https://openalex.org/W1709855311","https://openalex.org/W1829745705","https://openalex.org/W1909643279","https://openalex.org/W1941837079","https://openalex.org/W1964660346","https://openalex.org/W1986370941","https://openalex.org/W1991800357","https://openalex.org/W1991919384","https://openalex.org/W1999501864","https://openalex.org/W2004992275","https://openalex.org/W2008653678","https://openalex.org/W2025172647","https://openalex.org/W2040753112","https://openalex.org/W2046211408","https://openalex.org/W2051227029","https://openalex.org/W2054730876","https://openalex.org/W2063828223","https://openalex.org/W2070860530","https://openalex.org/W2090096052","https://openalex.org/W2090468668","https://openalex.org/W2092845575","https://openalex.org/W2098067990","https://openalex.org/W2102675003","https://openalex.org/W2103666359","https://openalex.org/W2109434610","https://openalex.org/W2111011053","https://openalex.org/W2114552091","https://openalex.org/W2121044470","https://openalex.org/W2121302072","https://openalex.org/W2125055259","https://openalex.org/W2135596587","https://openalex.org/W2138080682","https://openalex.org/W2142128127","https://openalex.org/W2145320441","https://openalex.org/W2147234101","https://openalex.org/W2151856908","https://openalex.org/W2158633287","https://openalex.org/W2162845119","https://openalex.org/W2164400088","https://openalex.org/W2165005973","https://openalex.org/W2167257481","https://openalex.org/W2170909252","https://openalex.org/W2171253128","https://openalex.org/W2297889545","https://openalex.org/W2345465422","https://openalex.org/W2416404380","https://openalex.org/W2484692733","https://openalex.org/W2530231508","https://openalex.org/W2787714175","https://openalex.org/W2892294644","https://openalex.org/W2896167552","https://openalex.org/W2897204721","https://openalex.org/W2903814720","https://openalex.org/W2911964244","https://openalex.org/W2943868890","https://openalex.org/W2946461872","https://openalex.org/W2967987700","https://openalex.org/W2982507320","https://openalex.org/W2986767631","https://openalex.org/W3015751214","https://openalex.org/W3107940912","https://openalex.org/W4234423219","https://openalex.org/W4236676143","https://openalex.org/W4244238212","https://openalex.org/W4252684946"],"related_works":["https://openalex.org/W4225598903","https://openalex.org/W3183381914","https://openalex.org/W3007226770","https://openalex.org/W2530231508","https://openalex.org/W2249356954","https://openalex.org/W2182934971","https://openalex.org/W2171646384","https://openalex.org/W2156706185","https://openalex.org/W2117779595","https://openalex.org/W2090415868"],"abstract_inverted_index":{"Granularrules":[0],"have":[1],"been":[2],"extensively":[3],"used":[4],"for":[5,81,120,138],"classification":[6,83,114,155],"in":[7,45,105],"fuzzy":[8,102,112,121,142],"datasets":[9],"to":[10,19,26,90,127,147],"promote":[11],"the":[12,20,28,31,64,92,98,129,132,153],"advancement":[13],"of":[14,22,30,66,101,131],"artificial":[15],"intelligence.":[16],"However,":[17],"due":[18],"diversity":[21],"data":[23],"types,":[24],"how":[25],"improve":[27],"readability":[29],"extracted":[32],"granular":[33,43,46,60,67,93,103,122],"rules":[34],"while":[35],"ensuring":[36],"efficiency":[37],"is":[38,118],"always":[39],"a":[40,78,88,106,110],"challenge.":[41],"Since":[42],"reduct":[44,68],"computing":[47],"(GrC)":[48],"can":[49,151],"simplify":[50],"real":[51],"complex":[52],"problem":[53],"and":[54,95,141],"dataset,":[55],"this":[56],"article":[57],"carries":[58],"out":[59],"rule":[61,104,123,143],"learning":[62,140],"from":[63],"perspective":[65],"by":[69],"taking":[70],"formal":[71],"concept":[72],"analysis":[73],"(FCA)-based":[74],"GrC":[75],"method":[76,89],"as":[77],"framework.":[79],"Specifically,":[80],"achieving":[82],"task,":[84],"we":[85],"first":[86],"propose":[87],"update":[91],"reduct,":[94],"then":[96],"explore":[97],"updating":[99],"mechanism":[100],"reduced":[107],"dataset.":[108],"Second,":[109],"novel":[111],"rule-based":[113],"model":[115],"named":[116],"FRCM":[117,150],"presented":[119],"learning.":[124],"In":[125],"order":[126],"verify":[128],"effectiveness":[130],"proposed":[133],"model,":[134],"some":[135],"numerical":[136],"experiments":[137],"incremental":[139],"mining":[144],"are":[145],"conducted":[146],"demonstrate":[148],"that":[149],"achieve":[152],"state-of-the-art":[154],"performance.":[156]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3213750970","counts_by_year":[{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":3}],"updated_date":"2025-01-03T08:39:56.520337","created_date":"2021-11-22"}