{"id":"https://openalex.org/W3189988829","doi":"https://doi.org/10.1109/fuzz45933.2021.9494436","title":"Towards Rule-ranking Based Fuzzy Rule Interpolation","display_name":"Towards Rule-ranking Based Fuzzy Rule Interpolation","publication_year":2021,"publication_date":"2021-07-11","ids":{"openalex":"https://openalex.org/W3189988829","doi":"https://doi.org/10.1109/fuzz45933.2021.9494436","mag":"3189988829"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz45933.2021.9494436","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz45933.2021.9494436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-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/A5083914961","display_name":"Mou Zhou","orcid":"https://orcid.org/0000-0002-8850-2528"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mou Zhou","raw_affiliation_strings":["School of Intelligent Technology and Engineering, Chongqing University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Intelligent Technology and Engineering, Chongqing University of Science and Technology, China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039652471","display_name":"Changjing Shang","orcid":"https://orcid.org/0000-0001-6375-6276"},"institutions":[{"id":"https://openalex.org/I16038530","display_name":"Aberystwyth University","ror":"https://ror.org/015m2p889","country_code":"GB","type":"education","lineage":["https://openalex.org/I16038530"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Changjing Shang","raw_affiliation_strings":["Faculty of Business and Physical Sciences, Aberystwyth University, UK"],"affiliations":[{"raw_affiliation_string":"Faculty of Business and Physical Sciences, Aberystwyth University, UK","institution_ids":["https://openalex.org/I16038530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425977","display_name":"Pu Zhang","orcid":"https://orcid.org/0000-0001-6124-6088"},"institutions":[{"id":"https://openalex.org/I16038530","display_name":"Aberystwyth University","ror":"https://ror.org/015m2p889","country_code":"GB","type":"education","lineage":["https://openalex.org/I16038530"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pu Zhang","raw_affiliation_strings":["Faculty of Business and Physical Sciences, Aberystwyth University, UK"],"affiliations":[{"raw_affiliation_string":"Faculty of Business and Physical Sciences, Aberystwyth University, UK","institution_ids":["https://openalex.org/I16038530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025434335","display_name":"Guobin Li","orcid":"https://orcid.org/0000-0003-1307-9507"},"institutions":[{"id":"https://openalex.org/I16038530","display_name":"Aberystwyth University","ror":"https://ror.org/015m2p889","country_code":"GB","type":"education","lineage":["https://openalex.org/I16038530"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Guobin Li","raw_affiliation_strings":["Faculty of Business and Physical Sciences, Aberystwyth University, UK"],"affiliations":[{"raw_affiliation_string":"Faculty of Business and Physical Sciences, Aberystwyth University, UK","institution_ids":["https://openalex.org/I16038530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009384804","display_name":"Shangzhu Jin","orcid":"https://orcid.org/0000-0002-6486-4225"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shangzhu Jin","raw_affiliation_strings":["School of Intelligent Technology and Engineering, Chongqing University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Intelligent Technology and Engineering, Chongqing University of Science and Technology, China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081340968","display_name":"Jun Peng","orcid":"https://orcid.org/0000-0001-6800-0064"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Peng","raw_affiliation_strings":["School of Intelligent Technology and Engineering, Chongqing University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Intelligent Technology and Engineering, Chongqing University of Science and Technology, China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036010787","display_name":"Qiang Shen","orcid":"https://orcid.org/0000-0001-9333-4605"},"institutions":[{"id":"https://openalex.org/I16038530","display_name":"Aberystwyth University","ror":"https://ror.org/015m2p889","country_code":"GB","type":"education","lineage":["https://openalex.org/I16038530"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qiang Shen","raw_affiliation_strings":["Faculty of Business and Physical Sciences, Aberystwyth University, UK"],"affiliations":[{"raw_affiliation_string":"Faculty of Business and Physical Sciences, Aberystwyth University, UK","institution_ids":["https://openalex.org/I16038530"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5083914961"],"corresponding_institution_ids":["https://openalex.org/I168337820"],"apc_list":null,"apc_paid":null,"fwci":0.2719,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62756299,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"221","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9988999962806702,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9988999962806702,"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/T10320","display_name":"Neural Networks and Applications","score":0.9929999709129333,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9927999973297119,"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/fuzzy-rule","display_name":"Fuzzy rule","score":0.7811307907104492},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6559696793556213},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6376546025276184},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6321076154708862},{"id":"https://openalex.org/keywords/rule-based-system","display_name":"Rule-based system","score":0.6044976711273193},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5623137950897217},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.5100741982460022},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.50248122215271},{"id":"https://openalex.org/keywords/rule-of-inference","display_name":"Rule of inference","score":0.4972532093524933},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.48381203413009644},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.44636061787605286},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44543153047561646},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4360574781894684},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.4344395101070404},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4339880347251892},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4250812232494354},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4104105532169342},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.33142226934432983},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2476310133934021}],"concepts":[{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.7811307907104492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6559696793556213},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6376546025276184},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6321076154708862},{"id":"https://openalex.org/C149271511","wikidata":"https://www.wikidata.org/wiki/Q1417149","display_name":"Rule-based system","level":2,"score":0.6044976711273193},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5623137950897217},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.5100741982460022},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.50248122215271},{"id":"https://openalex.org/C3746660","wikidata":"https://www.wikidata.org/wiki/Q1068763","display_name":"Rule of inference","level":2,"score":0.4972532093524933},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.48381203413009644},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.44636061787605286},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44543153047561646},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4360574781894684},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.4344395101070404},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4339880347251892},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4250812232494354},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4104105532169342},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.33142226934432983},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2476310133934021},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz45933.2021.9494436","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz45933.2021.9494436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W104074713","https://openalex.org/W657067832","https://openalex.org/W1884084180","https://openalex.org/W1905771608","https://openalex.org/W2013198395","https://openalex.org/W2016955065","https://openalex.org/W2033028868","https://openalex.org/W2079325629","https://openalex.org/W2089491238","https://openalex.org/W2095312476","https://openalex.org/W2107905775","https://openalex.org/W2122475393","https://openalex.org/W2126120381","https://openalex.org/W2127762185","https://openalex.org/W2127874772","https://openalex.org/W2130915832","https://openalex.org/W2133462743","https://openalex.org/W2144364256","https://openalex.org/W2154053567","https://openalex.org/W2156715830","https://openalex.org/W2165700458","https://openalex.org/W2166599460","https://openalex.org/W2171038060","https://openalex.org/W2296349740","https://openalex.org/W2766388848","https://openalex.org/W2768881458","https://openalex.org/W2794184634","https://openalex.org/W2914225118","https://openalex.org/W2962384338","https://openalex.org/W2980030949","https://openalex.org/W4252793191","https://openalex.org/W6604230859","https://openalex.org/W6679064567","https://openalex.org/W6684605740"],"related_works":["https://openalex.org/W2263538678","https://openalex.org/W2078633362","https://openalex.org/W2156706185","https://openalex.org/W2121837537","https://openalex.org/W97730999","https://openalex.org/W2076819047","https://openalex.org/W2171646384","https://openalex.org/W1593734614","https://openalex.org/W2119049233","https://openalex.org/W2055122450"],"abstract_inverted_index":{"Recently":[0],"proposed":[1,151],"methods":[2],"of":[3,107,128,137,194],"TSK":[4,13],"inference":[5,22],"extension":[6],"(TSK+)":[7],"and":[8,56,91,161],"K":[9],"closest":[10,138],"rules":[11,44,178],"based":[12,86],"(KCR)":[14],"are":[15,182],"able":[16,154],"to":[17,51,69,94,125,155,164,172,179,184],"potentially":[18],"perform":[19],"fuzzy":[20,79],"rule-based":[21],"with":[23,116],"a":[24,77,96,168],"sparse":[25,102],"rule":[26,80,103,111,119,139],"base,":[27],"for":[28,122],"regression":[29,55],"problems.":[30],"However,":[31],"in":[32,49],"certain":[33],"real-world":[34],"applications,":[35],"observations":[36],"may":[37,46,61],"be":[38,47],"rather":[39],"far":[40],"away":[41],"from":[42],"any":[43,129],"that":[45,149,159],"fired":[48],"order":[50],"implement":[52],"the":[53,100,126,134,142,150,157,180,191,195],"required":[54,183],"hence,":[57],"these":[58],"state-of-the-art":[59],"techniques":[60],"not":[62],"work":[63],"satisfactorily.":[64],"To":[65],"investigate":[66],"an":[67,109,117],"alternative":[68],"address":[70,156],"such":[71],"practical":[72],"problems,":[73],"this":[74],"paper":[75],"presents":[76],"novel":[78],"interpolation":[81],"(FRI)":[82],"approach.":[83],"It":[84,132],"works":[85],"on":[87],"integrating":[88],"feature":[89,92],"selection":[90,140],"aggregation":[93],"attain":[95],"rule-ranking":[97],"list":[98,112],"within":[99],"given":[101],"base.":[104],"The":[105],"process":[106],"acquiring":[108],"ordered":[110,118],"is":[113,153],"accomplished":[114],"offline,":[115],"base":[120],"ready":[121],"use":[123],"prior":[124],"arrival":[127],"observation":[130,181],"online.":[131],"boosts":[133],"computational":[135],"efficiency":[136,171],"during":[141],"FRI":[143],"process.":[144],"Initial":[145],"experimental":[146],"results":[147],"demonstrate":[148],"approach":[152],"problems":[158],"TSK+":[160],"KCR":[162],"fail":[163],"do":[165],"while":[166],"having":[167],"similar":[169],"time":[170],"them.":[173],"Further,":[174],"only":[175],"two":[176],"nearest":[177],"derive":[185],"interpolated":[186],"results,":[187],"thereby":[188],"significantly":[189],"improving":[190],"automation":[192],"level":[193],"interpolative":[196],"reasoning":[197],"system.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
