{"id":"https://openalex.org/W2913428813","doi":"https://doi.org/10.3233/jifs-169978","title":"Curvature-based sparse rule base generation for fuzzy rule interpolation","display_name":"Curvature-based sparse rule base generation for fuzzy rule interpolation","publication_year":2019,"publication_date":"2019-02-09","ids":{"openalex":"https://openalex.org/W2913428813","doi":"https://doi.org/10.3233/jifs-169978","mag":"2913428813"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-169978","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169978","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://nrl.northumbria.ac.uk/id/eprint/36481/1/Tan%20et%20al%20-%20Curvature-Based%20Sparse%20Rule%20Base%20Generation%20for%20Fuzzy%20Rule%20Interpolation%20AAM.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112903417","display_name":"Yao Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yao Tan","raw_affiliation_strings":["Department of Computer and Information Sciences, Newcastle upon Tyne, NE1 8ST, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Newcastle upon Tyne, NE1 8ST, UK","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038258635","display_name":"Hubert P. H. Shum","orcid":"https://orcid.org/0000-0001-5651-6039"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hubert P. H. Shum","raw_affiliation_strings":["Department of Computer and Information Sciences, Newcastle upon Tyne, NE1 8ST, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Newcastle upon Tyne, NE1 8ST, UK","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000389309","display_name":"Fei Chao","orcid":"https://orcid.org/0000-0002-6928-2638"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Chao","raw_affiliation_strings":["Department of Cognitive Science, School of Information Science and Engineering, Xiamen University, China"],"affiliations":[{"raw_affiliation_string":"Department of Cognitive Science, School of Information Science and Engineering, Xiamen University, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044858418","display_name":"V. Vijayakumar","orcid":"https://orcid.org/0000-0003-3752-7220"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Vijayakumar","raw_affiliation_strings":["School of Computing Science and Engineering, Vellore Institute of Technology, Chennai, India"],"affiliations":[{"raw_affiliation_string":"School of Computing Science and Engineering, Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065079117","display_name":"Longzhi Yang","orcid":"https://orcid.org/0000-0003-2115-4909"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Longzhi Yang","raw_affiliation_strings":["Department of Computer and Information Sciences, Newcastle upon Tyne, NE1 8ST, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Newcastle upon Tyne, NE1 8ST, UK","institution_ids":["https://openalex.org/I84884186"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5065079117"],"corresponding_institution_ids":["https://openalex.org/I84884186"],"apc_list":null,"apc_paid":null,"fwci":1.3006,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.85181609,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"36","issue":"5","first_page":"4201","last_page":"4214"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9993000030517578,"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":0.9993000030517578,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9724000096321106,"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/T10320","display_name":"Neural Networks and Applications","score":0.972100019454956,"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/fuzzy-rule","display_name":"Fuzzy rule","score":0.8502630591392517},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.6632852554321289},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.5825058817863464},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.5577514171600342},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5435095429420471},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.5278660655021667},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5150203704833984},{"id":"https://openalex.org/keywords/rule-of-inference","display_name":"Rule of inference","score":0.5033876299858093},{"id":"https://openalex.org/keywords/rule-based-system","display_name":"Rule-based system","score":0.4732799232006073},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.47326186299324036},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46351540088653564},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.4540002644062042},{"id":"https://openalex.org/keywords/type-2-fuzzy-sets-and-systems","display_name":"Type-2 fuzzy sets and systems","score":0.4449920058250427},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4261021316051483},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4187670350074768},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4185555577278137},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.36612993478775024},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3315763473510742},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.04633167386054993}],"concepts":[{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.8502630591392517},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.6632852554321289},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.5825058817863464},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.5577514171600342},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5435095429420471},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.5278660655021667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5150203704833984},{"id":"https://openalex.org/C3746660","wikidata":"https://www.wikidata.org/wiki/Q1068763","display_name":"Rule of inference","level":2,"score":0.5033876299858093},{"id":"https://openalex.org/C149271511","wikidata":"https://www.wikidata.org/wiki/Q1417149","display_name":"Rule-based system","level":2,"score":0.4732799232006073},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.47326186299324036},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46351540088653564},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.4540002644062042},{"id":"https://openalex.org/C17350324","wikidata":"https://www.wikidata.org/wiki/Q7860605","display_name":"Type-2 fuzzy sets and systems","level":5,"score":0.4449920058250427},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4261021316051483},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4187670350074768},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4185555577278137},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.36612993478775024},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3315763473510742},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.04633167386054993},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/jifs-169978","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169978","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:nrl.northumbria.ac.uk:36481","is_oa":true,"landing_page_url":null,"pdf_url":"http://nrl.northumbria.ac.uk/id/eprint/36481/1/Tan%20et%20al%20-%20Curvature-Based%20Sparse%20Rule%20Base%20Generation%20for%20Fuzzy%20Rule%20Interpolation%20AAM.pdf","source":{"id":"https://openalex.org/S4306401884","display_name":"Northumbria Research Link (Northumbria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32394136","host_organization_name":"Northumbria University","host_organization_lineage":["https://openalex.org/I32394136"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:nrl.northumbria.ac.uk:36481","is_oa":true,"landing_page_url":null,"pdf_url":"http://nrl.northumbria.ac.uk/id/eprint/36481/1/Tan%20et%20al%20-%20Curvature-Based%20Sparse%20Rule%20Base%20Generation%20for%20Fuzzy%20Rule%20Interpolation%20AAM.pdf","source":{"id":"https://openalex.org/S4306401884","display_name":"Northumbria Research Link (Northumbria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32394136","host_organization_name":"Northumbria University","host_organization_lineage":["https://openalex.org/I32394136"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2913428813.pdf","grobid_xml":"https://content.openalex.org/works/W2913428813.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W93016980","https://openalex.org/W1531341683","https://openalex.org/W1884084180","https://openalex.org/W1979515294","https://openalex.org/W1991358523","https://openalex.org/W1995077566","https://openalex.org/W1996162094","https://openalex.org/W2009566536","https://openalex.org/W2013198395","https://openalex.org/W2022985054","https://openalex.org/W2027173927","https://openalex.org/W2038683228","https://openalex.org/W2050288270","https://openalex.org/W2071061017","https://openalex.org/W2074531922","https://openalex.org/W2077071968","https://openalex.org/W2079325629","https://openalex.org/W2102675003","https://openalex.org/W2104978738","https://openalex.org/W2105779206","https://openalex.org/W2122475393","https://openalex.org/W2124227618","https://openalex.org/W2127056191","https://openalex.org/W2130915832","https://openalex.org/W2137531922","https://openalex.org/W2142092733","https://openalex.org/W2150010209","https://openalex.org/W2151850904","https://openalex.org/W2152226983","https://openalex.org/W2156715830","https://openalex.org/W2159371584","https://openalex.org/W2164442686","https://openalex.org/W2166742463","https://openalex.org/W2171718769","https://openalex.org/W2289084343","https://openalex.org/W2334493732","https://openalex.org/W2441043183","https://openalex.org/W2468072172","https://openalex.org/W2507847988","https://openalex.org/W2515118410","https://openalex.org/W2591079949","https://openalex.org/W2748447594","https://openalex.org/W2750004798","https://openalex.org/W2751446441","https://openalex.org/W2768881458","https://openalex.org/W2780698577","https://openalex.org/W2887890150","https://openalex.org/W2889378711","https://openalex.org/W2894222934","https://openalex.org/W2955017115","https://openalex.org/W3106051827","https://openalex.org/W6743471144"],"related_works":["https://openalex.org/W2263538678","https://openalex.org/W2078633362","https://openalex.org/W2674573885","https://openalex.org/W2156706185","https://openalex.org/W3214143982","https://openalex.org/W2155303449","https://openalex.org/W2132537232","https://openalex.org/W2055122450","https://openalex.org/W1985154037","https://openalex.org/W2164435894"],"abstract_inverted_index":{"Fuzzy":[0],"inference":[1,13,109],"systems":[2,14],"have":[3,62],"been":[4,63],"successfully":[5],"applied":[6],"to":[7,18,46,49,68,122,132,196],"many":[8],"real-world":[9,179],"applications.":[10],"Traditional":[11],"fuzzy":[12,30,74,94,108,117,170],"are":[15],"only":[16,101],"applicable":[17],"problems":[19],"with":[20,35,51,55,173,193,203],"dense":[21,103],"rule":[22,31,37,53,95,104,118,149,153,201],"bases":[23,38,105,202],"covering":[24],"the":[25,81,92,164,168,182,186,190,197],"entire":[26],"problem":[27],"domains,":[28],"whilst":[29],"interpolation":[32],"(FRI)":[33],"works":[34],"sparse":[36,116],"that":[39,83,136],"do":[40],"not":[41],"cover":[42],"certain":[43],"inputs.":[44],"Thanks":[45],"its":[47],"ability":[48],"work":[50],"a":[52,66,114,147,174,178],"base":[54,96,119,154],"less":[56],"number":[57],"of":[58,91,167,189],"rules,":[59],"FRI":[60],"approaches":[61,100],"utilised":[64],"as":[65],"means":[67],"reduce":[69],"system":[70],"complexity":[71],"for":[72,106,145],"complex":[73],"models.":[75],"This":[76,111],"is":[77,155],"implemented":[78],"by":[79,87,141,162],"removing":[80],"rules":[82,135],"can":[84],"be":[85,138],"approximated":[86,140],"their":[88,142],"neighbours.":[89],"Most":[90],"existing":[93],"generation":[97,120],"and":[98,177,185],"simplification":[99],"target":[102],"traditional":[107,198],"systems.":[110],"paper":[112],"proposes":[113],"new":[115],"method":[121],"support":[123],"FRI.":[124],"In":[125],"particular,":[126],"this":[127],"approach":[128],"uses":[129],"curvature":[130],"values":[131],"identify":[133],"important":[134],"cannot":[137],"accurately":[139],"neighbouring":[143],"ones":[144],"initialising":[146],"compact":[148],"base.":[150],"The":[151],"initialised":[152],"then":[156],"optimised":[157],"using":[158,200],"an":[159],"optimisation":[160],"algorithm":[161],"fine-tuning":[163],"membership":[165],"functions":[166],"involved":[169],"sets.":[171],"Experiments":[172],"simulation":[175],"model":[176],"application":[180],"demonstrate":[181],"working":[183],"principle":[184],"actual":[187],"performance":[188],"proposed":[191],"system,":[192],"results":[194],"comparable":[195],"methods":[199],"more":[204],"rules.":[205]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}