{"id":"https://openalex.org/W1718445364","doi":"https://doi.org/10.3233/ifs-130915","title":"Mamdani and Takagi-Sugeno fuzzy classifier accuracy improvement using enhanced particle swarm optimization","display_name":"Mamdani and Takagi-Sugeno fuzzy classifier accuracy improvement using enhanced particle swarm optimization","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1718445364","doi":"https://doi.org/10.3233/ifs-130915","mag":"1718445364"},"language":"en","primary_location":{"id":"doi:10.3233/ifs-130915","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-130915","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 &amp; Fuzzy Systems","raw_type":"journal-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/A5086473127","display_name":"Hassan M. Elragal","orcid":null},"institutions":[{"id":"https://openalex.org/I106663880","display_name":"University of Bahrain","ror":"https://ror.org/0317ekv86","country_code":"BH","type":"education","lineage":["https://openalex.org/I106663880"]}],"countries":["BH"],"is_corresponding":true,"raw_author_name":"Hassan M. Elragal","raw_affiliation_strings":["Electrical Engineering Department, Faculty of Engineering, University of Bahrain, Isa town, Bahrain","Electrical Engineering Department, Faculty of Engineering, University of Bahrain, Isa town, Bahrain#TAB#"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Faculty of Engineering, University of Bahrain, Isa town, Bahrain","institution_ids":["https://openalex.org/I106663880"]},{"raw_affiliation_string":"Electrical Engineering Department, Faculty of Engineering, University of Bahrain, Isa town, Bahrain#TAB#","institution_ids":["https://openalex.org/I106663880"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5086473127"],"corresponding_institution_ids":["https://openalex.org/I106663880"],"apc_list":null,"apc_paid":null,"fwci":1.6361,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.86494561,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"26","issue":"5","first_page":"2445","last_page":"2457"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9998000264167786,"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":0.9998000264167786,"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":0.995199978351593,"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":0.9922999739646912,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7715941667556763},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6691444516181946},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5984355211257935},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5577585101127625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5517374277114868},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41003885865211487},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4099009037017822},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32356417179107666},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16469204425811768}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7715941667556763},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6691444516181946},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5984355211257935},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5577585101127625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5517374277114868},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41003885865211487},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4099009037017822},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32356417179107666},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16469204425811768}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ifs-130915","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-130915","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 &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W69233936","https://openalex.org/W177891611","https://openalex.org/W1490891821","https://openalex.org/W1562402498","https://openalex.org/W1570834090","https://openalex.org/W1592627192","https://openalex.org/W1595159159","https://openalex.org/W1838818075","https://openalex.org/W1971758959","https://openalex.org/W1992176519","https://openalex.org/W1996747841","https://openalex.org/W2038960373","https://openalex.org/W2050288270","https://openalex.org/W2100940596","https://openalex.org/W2101881450","https://openalex.org/W2102689174","https://openalex.org/W2103414828","https://openalex.org/W2114222850","https://openalex.org/W2114552091","https://openalex.org/W2116957451","https://openalex.org/W2122689321","https://openalex.org/W2124852738","https://openalex.org/W2129387283","https://openalex.org/W2130502218","https://openalex.org/W2134728591","https://openalex.org/W2139877293","https://openalex.org/W2140384587","https://openalex.org/W2143100573","https://openalex.org/W2144630308","https://openalex.org/W2145747704","https://openalex.org/W2145962639","https://openalex.org/W2152195021","https://openalex.org/W2156060469","https://openalex.org/W2161572362","https://openalex.org/W2164759297","https://openalex.org/W2166510097","https://openalex.org/W2914825457","https://openalex.org/W3120740533","https://openalex.org/W3146863510"],"related_works":["https://openalex.org/W3019402777","https://openalex.org/W4386596916","https://openalex.org/W3212544526","https://openalex.org/W2031835531","https://openalex.org/W2388590088","https://openalex.org/W1969166468","https://openalex.org/W2122371747","https://openalex.org/W2069224524","https://openalex.org/W2378894046","https://openalex.org/W3135186981"],"abstract_inverted_index":{"This":[0],"paper":[1],"discusses":[2],"a":[3,7],"method":[4],"for":[5,119],"designing":[6],"fuzzy-rule-based":[8],"classifiers":[9,19,56,79,124],"using":[10,70,105],"enhanced":[11],"particle":[12],"swarm":[13],"optimization":[14],"(EPSO).":[15],"Two":[16],"different":[17],"fuzzy":[18,31,35,44,48,55,66,78,85,102,109,123],"are":[20,68,80],"considered":[21],"and":[22,63,76],"optimized.":[23],"The":[24,37,50,72],"first":[25],"classifier":[26,39],"is":[27,40,129],"based":[28,41,86],"on":[29,42],"Mamdani":[30],"inference":[32,45],"system":[33,46],"(M_EPSO":[34],"classifier).":[36,49],"second":[38],"Takagi-Sugeno":[43],"(TS_EPSO":[47],"parameters":[51,62],"of":[52,65,74,101,117],"the":[53,106,115,121],"proposed":[54,107,122],"including":[57],"premise":[58],"(antecedent)":[59],"parameters,":[60],"consequent":[61],"structure":[64],"rules":[67,103],"optimized":[69],"EPSO.":[71],"performances":[73],"M_EPSO":[75],"TS_EPSO":[77],"compared":[81],"to":[82],"commonly":[83],"used":[84],"classifiers.":[87,110],"Experimental":[88],"results":[89],"show":[90],"that":[91,113],"higher":[92],"classification":[93],"accuracy":[94],"can":[95],"be":[96],"obtained":[97],"with":[98],"limited":[99],"number":[100],"by":[104],"EPSO":[108,118],"Another":[111],"comparison":[112],"shows":[114],"consistency":[116],"optimizing":[120],"over":[125],"other":[126],"evolutionary":[127],"algorithms":[128],"also":[130],"presented.":[131]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
