{"id":"https://openalex.org/W2749784217","doi":"https://doi.org/10.1109/fuzz-ieee.2017.8015617","title":"Evolutionary multi-objective based hierarchical interval type-2 beta fuzzy system for classification problems","display_name":"Evolutionary multi-objective based hierarchical interval type-2 beta fuzzy system for classification problems","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2749784217","doi":"https://doi.org/10.1109/fuzz-ieee.2017.8015617","mag":"2749784217"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2017.8015617","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2017.8015617","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 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/A5035070049","display_name":"Yosra Jarraya","orcid":"https://orcid.org/0000-0003-2628-0461"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Yosra Jarraya","raw_affiliation_strings":["REsearch Groups in Intelligent Machines (REGIM), University of Sfax, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"REsearch Groups in Intelligent Machines (REGIM), University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024175395","display_name":"Souhir Bouaziz","orcid":"https://orcid.org/0000-0003-1076-2917"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Souhir Bouaziz","raw_affiliation_strings":["REsearch Groups in Intelligent Machines (REGIM), University of Sfax, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"REsearch Groups in Intelligent Machines (REGIM), University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053613060","display_name":"Adel M. Alimi","orcid":"https://orcid.org/0000-0002-0642-3384"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Adel M. Alimi","raw_affiliation_strings":["REsearch Groups in Intelligent Machines (REGIM), University of Sfax, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"REsearch Groups in Intelligent Machines (REGIM), University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035070049"],"corresponding_institution_ids":["https://openalex.org/I142899784"],"apc_list":null,"apc_paid":null,"fwci":0.195,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61948608,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9995999932289124,"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":0.9995999932289124,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9994000196456909,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9952999949455261,"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/computer-science","display_name":"Computer science","score":0.5657678842544556},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5347802639007568},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5260691046714783},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.4783034920692444},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4594915509223938},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.45231738686561584},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.4437279999256134},{"id":"https://openalex.org/keywords/harmony-search","display_name":"Harmony search","score":0.4210786521434784},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.41892626881599426},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3802587687969208},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3160649240016937}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5657678842544556},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5347802639007568},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5260691046714783},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.4783034920692444},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4594915509223938},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.45231738686561584},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.4437279999256134},{"id":"https://openalex.org/C33099171","wikidata":"https://www.wikidata.org/wiki/Q26208718","display_name":"Harmony search","level":2,"score":0.4210786521434784},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.41892626881599426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3802587687969208},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3160649240016937},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2017.8015617","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2017.8015617","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W564030374","https://openalex.org/W1515083049","https://openalex.org/W1973902484","https://openalex.org/W2003322225","https://openalex.org/W2023474976","https://openalex.org/W2025081243","https://openalex.org/W2038163858","https://openalex.org/W2049699190","https://openalex.org/W2062680706","https://openalex.org/W2067521002","https://openalex.org/W2071982647","https://openalex.org/W2082466231","https://openalex.org/W2087051576","https://openalex.org/W2100855294","https://openalex.org/W2105234323","https://openalex.org/W2114883321","https://openalex.org/W2122790238","https://openalex.org/W2125631815","https://openalex.org/W2133954889","https://openalex.org/W2151768209","https://openalex.org/W2152187914","https://openalex.org/W2154940917","https://openalex.org/W2157041604","https://openalex.org/W2159543062","https://openalex.org/W2164688355","https://openalex.org/W2169814901","https://openalex.org/W2188663595","https://openalex.org/W2336937448","https://openalex.org/W2343754859","https://openalex.org/W2586582080","https://openalex.org/W2913642042","https://openalex.org/W3120740533","https://openalex.org/W4245152641"],"related_works":["https://openalex.org/W2900864464","https://openalex.org/W2475480881","https://openalex.org/W2121723556","https://openalex.org/W54727051","https://openalex.org/W2783639087","https://openalex.org/W2155956102","https://openalex.org/W2060518740","https://openalex.org/W2390244926","https://openalex.org/W2112820851","https://openalex.org/W3112440507"],"abstract_inverted_index":{"This":[0,40],"study":[1],"addresses":[2],"evolutionary":[3],"structure":[4,22,47,88],"optimization":[5,54],"and":[6,63],"parameter":[7,72],"tuning":[8,73],"processes":[9],"for":[10,95],"evolving":[11],"a":[12,28,45,70],"proposed":[13,116],"Hierarchical":[14],"interval":[15],"Type-2":[16],"Beta":[17],"Fuzzy":[18],"System":[19],"(HT2BFS).":[20],"The":[21,101],"learning":[23],"phase":[24,41,74],"is":[25,75,104],"performed":[26,77],"in":[27,78],"multi-objective":[29],"context":[30],"by":[31,89],"applying":[32,90],"the":[33,53,60,64,82,85,91,112,115],"Multi-Objective":[34],"Extended":[35],"Genetic":[36],"Programming":[37],"(MOEGP)":[38],"algorithm.":[39,100],"aims":[42],"to":[43,80],"obtain":[44],"near-optimal":[46,87],"of":[48,55,66,84,114],"HT2BFS":[49],"taking":[50],"into":[51],"account":[52],"two":[56,107],"objectives,":[57],"which":[58],"are":[59],"accuracy":[61],"maximization":[62],"number":[65],"rules":[67],"minimization.":[68],"Moreover,":[69],"second":[71],"also":[76],"order":[79],"refine":[81],"parameters":[83],"obtained":[86],"PSO-based":[92],"Update":[93],"Memory":[94],"Improved":[96],"Harmony":[97],"Search":[98],"(PSOUM-IHS)":[99],"system's":[102],"performance":[103],"validated":[105],"through":[106],"classification":[108],"problems.":[109],"Results":[110],"prove":[111],"efficiency":[113],"approach.":[117]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
