{"id":"https://openalex.org/W2115526366","doi":"https://doi.org/10.1109/fuzzy.2010.5584902","title":"Interpretable fuzzy modeling using multi-objective immune-inspired optimization algorithms","display_name":"Interpretable fuzzy modeling using multi-objective immune-inspired optimization algorithms","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2115526366","doi":"https://doi.org/10.1109/fuzzy.2010.5584902","mag":"2115526366"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2010.5584902","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Fuzzy Systems","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/A5101920273","display_name":"Jun Chen","orcid":"https://orcid.org/0000-0003-2591-9585"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jun Chen","raw_affiliation_strings":["Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK","Department of Automatic Control and Systems Engineering University of Sheffield. Sheffield, S1 3JD UK"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"Department of Automatic Control and Systems Engineering University of Sheffield. Sheffield, S1 3JD UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069916821","display_name":"Mahdi Mahfouf","orcid":"https://orcid.org/0000-0002-7349-5396"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mahdi Mahfouf","raw_affiliation_strings":["Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK","Department of Automatic Control and Systems Engineering University of Sheffield. Sheffield, S1 3JD UK"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"Department of Automatic Control and Systems Engineering University of Sheffield. Sheffield, S1 3JD UK","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101920273"],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13577182,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9987999796867371,"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":0.9987999796867371,"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/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.98089998960495,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.911899983882904,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6191366910934448},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5387768149375916},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5370064973831177},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.5051591992378235},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4665963649749756},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4464242458343506},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.4284384250640869},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.41671666502952576},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39724767208099365},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3721793591976166},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3617962598800659},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32214727997779846},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.31789737939834595},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23902657628059387},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.172715961933136}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6191366910934448},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5387768149375916},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5370064973831177},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.5051591992378235},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4665963649749756},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4464242458343506},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.4284384250640869},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.41671666502952576},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39724767208099365},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3721793591976166},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3617962598800659},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32214727997779846},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.31789737939834595},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23902657628059387},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.172715961933136},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzzy.2010.5584902","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Fuzzy Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.lincoln.ac.uk:2871","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196275","display_name":"Lincoln Repository (University of Lincoln)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I51532219","host_organization_name":"University of Lincoln","host_organization_lineage":["https://openalex.org/I51532219"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop contribution"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7560132423","display_name":null,"funder_award_id":"EP/F023464/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1491170690","https://openalex.org/W1497256448","https://openalex.org/W1539059108","https://openalex.org/W1545138015","https://openalex.org/W1587842264","https://openalex.org/W1847155892","https://openalex.org/W1970104171","https://openalex.org/W2002041997","https://openalex.org/W2018401509","https://openalex.org/W2041280856","https://openalex.org/W2052445597","https://openalex.org/W2076526693","https://openalex.org/W2079325629","https://openalex.org/W2093620744","https://openalex.org/W2106770680","https://openalex.org/W2109464445","https://openalex.org/W2109518982","https://openalex.org/W2118030936","https://openalex.org/W2127727096","https://openalex.org/W2140384587","https://openalex.org/W2145479133","https://openalex.org/W2155686823","https://openalex.org/W2158325524","https://openalex.org/W2159265133","https://openalex.org/W2162430466","https://openalex.org/W2914825457","https://openalex.org/W3016954573","https://openalex.org/W4232872328","https://openalex.org/W6639097480"],"related_works":["https://openalex.org/W154406135","https://openalex.org/W1498764282","https://openalex.org/W3146054646","https://openalex.org/W2105513450","https://openalex.org/W1994580010","https://openalex.org/W1518155871","https://openalex.org/W4252903794","https://openalex.org/W4361984403","https://openalex.org/W2211983553","https://openalex.org/W1599688380"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"an":[3],"immune":[4],"inspired":[5],"multi-objective":[6],"fuzzy":[7],"modeling":[8,60,65],"(IMOFM)":[9],"mechanism":[10],"is":[11,24],"proposed":[12,59,120],"specifically":[13],"for":[14,75,96],"high-dimensional":[15,140],"regression":[16],"problems.":[17],"For":[18],"such":[19,30],"problems,":[20],"high":[21],"predictive":[22],"accuracy":[23],"often":[25],"the":[26,44,76,82,86,107,113,116],"paramount":[27],"requirement.":[28],"With":[29],"a":[31,54,63,68,129,139],"requirement":[32],"in":[33,42],"mind,":[34],"however,":[35],"one":[36],"should":[37],"also":[38,135],"put":[39],"considerable":[40],"efforts":[41],"making":[43],"elicited":[45],"model":[46],"as":[47,49],"interpretable":[48],"possible,":[50],"which":[51,142],"leads":[52],"to":[53,73,81,106,138],"difficult":[55],"optimization":[56,84],"problem.":[57],"The":[58,119],"approach":[61],"adopts":[62],"multistage":[64],"procedure":[66],"and":[67,89,99,115,133,157],"variable":[69],"length":[70],"coding":[71],"scheme":[72],"account":[74,95],"enlarged":[77],"search":[78],"space":[79],"due":[80,105],"simultaneous":[83],"of":[85,146],"rule-base":[87],"structure":[88],"its":[90],"associated":[91],"parameters.":[92],"IMOFM":[93,153],"can":[94,154],"both":[97],"Singleton":[98],"Mamdani":[100],"Fuzzy":[101],"Rule-Based":[102],"Systems":[103],"(FRBS)":[104],"carefully":[108],"chosen":[109],"output":[110],"membership":[111],"functions,":[112],"inference":[114],"defuzzification":[117],"methods.":[118],"algorithm":[121],"has":[122,134],"been":[123,136],"compared":[124],"with":[125],"other":[126],"representatives":[127],"using":[128],"simple":[130],"benchmark":[131],"problem,":[132],"applied":[137],"problem":[141],"models":[143],"mechanical":[144],"properties":[145],"hot":[147],"rolled":[148],"steels.":[149],"Results":[150],"confirm":[151],"that":[152],"elicit":[155],"accurate":[156],"yet":[158],"transparent":[159],"FRBSs":[160],"from":[161],"quantitative":[162],"data.":[163]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}