{"id":"https://openalex.org/W4402905786","doi":"https://doi.org/10.1016/j.asoc.2024.112257","title":"Increasing the explainability and trustiness of Wang\u2013Mendel fuzzy system for classification problems","display_name":"Increasing the explainability and trustiness of Wang\u2013Mendel fuzzy system for classification problems","publication_year":2024,"publication_date":"2024-09-27","ids":{"openalex":"https://openalex.org/W4402905786","doi":"https://doi.org/10.1016/j.asoc.2024.112257"},"language":"en","primary_location":{"id":"doi:10.1016/j.asoc.2024.112257","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.asoc.2024.112257","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.asoc.2024.112257","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078689403","display_name":"Krystian \u0141apa","orcid":"https://orcid.org/0000-0002-3926-5685"},"institutions":[{"id":"https://openalex.org/I130294970","display_name":"Cz\u0119stochowa University of Technology","ror":"https://ror.org/046awyn59","country_code":"PL","type":"education","lineage":["https://openalex.org/I130294970"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Krystian \u0141apa","raw_affiliation_strings":["Department of Artificial Intelligence, Czestochowa University of Technology, Al. Armii Krajowej 36, Czestochowa, 42-200, Poland"],"raw_orcid":"https://orcid.org/0000-0002-3926-5685","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Czestochowa University of Technology, Al. Armii Krajowej 36, Czestochowa, 42-200, Poland","institution_ids":["https://openalex.org/I130294970"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5078689403"],"corresponding_institution_ids":["https://openalex.org/I130294970"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":{"value":3350,"currency":"USD","value_usd":3350},"fwci":1.6097,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.85574704,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"167","issue":null,"first_page":"112257","last_page":"112257"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9976000189781189,"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6201780438423157},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4834509789943695},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4212706983089447},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36273860931396484}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6201780438423157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4834509789943695},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4212706983089447},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36273860931396484}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.asoc.2024.112257","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.asoc.2024.112257","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.asoc.2024.112257","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.asoc.2024.112257","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":84,"referenced_works":["https://openalex.org/W1573698127","https://openalex.org/W1992278273","https://openalex.org/W2002161907","https://openalex.org/W2002908212","https://openalex.org/W2015609561","https://openalex.org/W2016086965","https://openalex.org/W2036058553","https://openalex.org/W2050288270","https://openalex.org/W2068283474","https://openalex.org/W2102675003","https://openalex.org/W2108856508","https://openalex.org/W2154789576","https://openalex.org/W2156950153","https://openalex.org/W2562300116","https://openalex.org/W2606087171","https://openalex.org/W2607415842","https://openalex.org/W2617655309","https://openalex.org/W2752663611","https://openalex.org/W2759156905","https://openalex.org/W2765517789","https://openalex.org/W2915292867","https://openalex.org/W2917767525","https://openalex.org/W2943834037","https://openalex.org/W2944690288","https://openalex.org/W2965018127","https://openalex.org/W2978289855","https://openalex.org/W2981731882","https://openalex.org/W2988665683","https://openalex.org/W2995766444","https://openalex.org/W3030467630","https://openalex.org/W3097897803","https://openalex.org/W3120740533","https://openalex.org/W3134260948","https://openalex.org/W3141371125","https://openalex.org/W3156997004","https://openalex.org/W3157587074","https://openalex.org/W3169356199","https://openalex.org/W3171874410","https://openalex.org/W3186481057","https://openalex.org/W3203273436","https://openalex.org/W4224013576","https://openalex.org/W4229019625","https://openalex.org/W4229995525","https://openalex.org/W4233596768","https://openalex.org/W4234836739","https://openalex.org/W4238737411","https://openalex.org/W4245878497","https://openalex.org/W4283157638","https://openalex.org/W4283329642","https://openalex.org/W4285556354","https://openalex.org/W4285617261","https://openalex.org/W4301231916","https://openalex.org/W4304014782","https://openalex.org/W4308335018","https://openalex.org/W4308644026","https://openalex.org/W4309076176","https://openalex.org/W4312547100","https://openalex.org/W4378527954","https://openalex.org/W4390357491","https://openalex.org/W4400135851","https://openalex.org/W6607425142","https://openalex.org/W6634102373","https://openalex.org/W6639106045","https://openalex.org/W6676303398","https://openalex.org/W6679159498","https://openalex.org/W6682996795","https://openalex.org/W6683676625","https://openalex.org/W6686260240","https://openalex.org/W6739872284","https://openalex.org/W6742986549","https://openalex.org/W6757798884","https://openalex.org/W6759934792","https://openalex.org/W6763553596","https://openalex.org/W6770715373","https://openalex.org/W6773795020","https://openalex.org/W6799276338","https://openalex.org/W6810952714","https://openalex.org/W6813659821","https://openalex.org/W6838110183","https://openalex.org/W6842853225","https://openalex.org/W6842884398","https://openalex.org/W6847422113","https://openalex.org/W6860671227","https://openalex.org/W6870576220"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2142036596","https://openalex.org/W2072657027","https://openalex.org/W2600246793"],"abstract_inverted_index":{"Fuzzy":[0],"systems":[1,5],"are":[2,16,47,90,93],"the":[3,10,24,27,44,50,76,116,121,127,130,136,144,147,156,159,166,170,193,209,239],"perfect":[4],"for":[6,36,165,197],"knowledge":[7,78],"representation":[8],"\u2014":[9,66],"fuzzy":[11,37,45,97,205,228],"rules":[12,46,98,138,207],"on":[13],"which":[14,43,68,92],"they":[15],"based":[17],"can":[18],"be":[19],"interpreted":[20],"and":[21,87,111,143],"explained":[22],"during":[23,64,208],"presentation":[25],"of":[26,85,120,129,146,158,169,192,211,220,226,234],"system\u2019s":[28,240],"results.":[29],"In":[30,80],"this":[31,188],"paper,":[32],"a":[33,60,82],"new":[34,61,83,227],"method":[35,55,196],"system":[38,206,229],"optimization":[39,65],"is":[40,69],"proposed":[41,54,104,160],"in":[42,75,99,108,187,238],"built":[48],"with":[49,203],"Wang\u2013Mendel":[51],"approach.":[52],"The":[53,103,118],"allows":[56,217],"taking":[57],"into":[58],"account":[59],"additional":[62,221],"criterion":[63,84,237],"trustiness,":[67],"aimed":[70,94],"at":[71,95],"obtaining":[72],"better":[73],"trust":[74],"created":[77],"base.":[79],"addition,":[81],"explainability":[86],"explainable":[88,101],"interface":[89],"proposed,":[91],"presenting":[96],"an":[100],"form.":[102],"approach":[105,202,215],"was":[106,132,149],"tested":[107],"many":[109],"variants":[110],"compared":[112,177],"to":[113,178,218],"methods":[114,180],"from":[115],"literature.":[117],"results":[119,154],"simulations":[122],"showed":[123],"that":[124,216],"not":[125,162],"only":[126,163],"accuracy":[128],"classification":[131,148,198],"improved,":[133],"but":[134,181],"also":[135,182],"resulting":[137],"had":[139],"less":[140],"significant":[141,153],"conflicts,":[142],"explanation":[145],"more":[150],"transparent.":[151],"Such":[152],"confirm":[155],"effectiveness":[157],"method-it":[161],"allowed":[164],"simultaneous":[167],"improvement":[168],"three":[171],"mentioned":[172],"elements":[173],"without":[174],"any":[175],"trade-offs":[176],"known":[179],"provided":[183],"further":[184],"development":[185],"potential":[186],"direction.":[189],"\u2022":[190,200,213,224,232],"Improvement":[191],"Wang\u2013Mendel(WM)":[194],"data-driven":[195],"problems.":[199],"New":[201,214],"building":[204],"evaluation":[210,222,230],"individuals.":[212],"inclusion":[219],"criteria.":[223],"Proposal":[225,233],"criterion-explainability.":[231],"using":[235],"trustiness":[236],"evaluation.":[241]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5}],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2025-10-10T00:00:00"}
