{"id":"https://openalex.org/W4388517778","doi":"https://doi.org/10.1109/fuzz52849.2023.10309715","title":"On the Stability of Fuzzy Classifiers to Noise Induction","display_name":"On the Stability of Fuzzy Classifiers to Noise Induction","publication_year":2023,"publication_date":"2023-08-13","ids":{"openalex":"https://openalex.org/W4388517778","doi":"https://doi.org/10.1109/fuzz52849.2023.10309715"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz52849.2023.10309715","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz52849.2023.10309715","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Fuzzy Systems (FUZZ)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://academica-e.unavarra.es/bitstreams/0097a306-9232-4309-9367-7b3fd44ce27b/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001022240","display_name":"Javier Fumanal-Idocin","orcid":"https://orcid.org/0000-0002-0644-1355"},"institutions":[{"id":"https://openalex.org/I88155538","display_name":"Universidad de Navarra","ror":"https://ror.org/02rxc7m23","country_code":"ES","type":"education","lineage":["https://openalex.org/I88155538"]},{"id":"https://openalex.org/I175051016","display_name":"Universidad Publica de Navarra","ror":"https://ror.org/02z0cah89","country_code":"ES","type":"education","lineage":["https://openalex.org/I175051016"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Javier Fumanal-Idocin","raw_affiliation_strings":["Estadí stica, Informática y Matemáticas, Public University of Navarra,Pamplona,Spain"],"affiliations":[{"raw_affiliation_string":"Estadí stica, Informática y Matemáticas, Public University of Navarra,Pamplona,Spain","institution_ids":["https://openalex.org/I175051016","https://openalex.org/I88155538"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049375194","display_name":"Humberto Bustince","orcid":"https://orcid.org/0000-0002-1279-6195"},"institutions":[{"id":"https://openalex.org/I88155538","display_name":"Universidad de Navarra","ror":"https://ror.org/02rxc7m23","country_code":"ES","type":"education","lineage":["https://openalex.org/I88155538"]},{"id":"https://openalex.org/I175051016","display_name":"Universidad Publica de Navarra","ror":"https://ror.org/02z0cah89","country_code":"ES","type":"education","lineage":["https://openalex.org/I175051016"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Humberto Bustince","raw_affiliation_strings":["Estadí stica, Informática y Matemáticas, Public University of Navarra,Pamplona,Spain"],"affiliations":[{"raw_affiliation_string":"Estadí stica, Informática y Matemáticas, Public University of Navarra,Pamplona,Spain","institution_ids":["https://openalex.org/I175051016","https://openalex.org/I88155538"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029626997","display_name":"Javier Andreu-P\u00e9rez","orcid":"https://orcid.org/0000-0002-7421-4808"},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Javier Andreu-Perez","raw_affiliation_strings":["School of Computer Science and Electronic Engineering, University of Essex,Colchester,United Kingdom","School of Computer Science and Electronic Engineering, University of Essex, Colchester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Electronic Engineering, University of Essex,Colchester,United Kingdom","institution_ids":["https://openalex.org/I110002522"]},{"raw_affiliation_string":"School of Computer Science and Electronic Engineering, University of Essex, Colchester, United Kingdom","institution_ids":["https://openalex.org/I110002522"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041176153","display_name":"Hani Hagras","orcid":"https://orcid.org/0000-0002-2818-5292"},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hani Hagras","raw_affiliation_strings":["School of Computer Science and Electronic Engineering, University of Essex,Colchester,United Kingdom","School of Computer Science and Electronic Engineering, University of Essex, Colchester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Electronic Engineering, University of Essex,Colchester,United Kingdom","institution_ids":["https://openalex.org/I110002522"]},{"raw_affiliation_string":"School of Computer Science and Electronic Engineering, University of Essex, Colchester, United Kingdom","institution_ids":["https://openalex.org/I110002522"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001022240"],"corresponding_institution_ids":["https://openalex.org/I175051016","https://openalex.org/I88155538"],"apc_list":null,"apc_paid":null,"fwci":0.1763,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58318037,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"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":0.9993000030517578,"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/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":0.9968000054359436,"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/noise","display_name":"Noise (video)","score":0.6032305955886841},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5831764340400696},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5818437933921814},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5338671803474426},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.516625702381134},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4357554316520691},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42794176936149597}],"concepts":[{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6032305955886841},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5831764340400696},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5818437933921814},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5338671803474426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.516625702381134},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4357554316520691},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42794176936149597},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz52849.2023.10309715","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz52849.2023.10309715","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Fuzzy Systems (FUZZ)","raw_type":"proceedings-article"},{"id":"pmh:oai:academica-e.unavarra.es:2454/52127","is_oa":true,"landing_page_url":"https://hdl.handle.net/2454/52127","pdf_url":"https://academica-e.unavarra.es/bitstreams/0097a306-9232-4309-9367-7b3fd44ce27b/download","source":{"id":"https://openalex.org/S4306402560","display_name":"Academica-e (Universidad P\u00fablica de Navarra)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I175051016","host_organization_name":"Universidad Publica de Navarra","host_organization_lineage":["https://openalex.org/I175051016"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/acceptedVersion"}],"best_oa_location":{"id":"pmh:oai:academica-e.unavarra.es:2454/52127","is_oa":true,"landing_page_url":"https://hdl.handle.net/2454/52127","pdf_url":"https://academica-e.unavarra.es/bitstreams/0097a306-9232-4309-9367-7b3fd44ce27b/download","source":{"id":"https://openalex.org/S4306402560","display_name":"Academica-e (Universidad P\u00fablica de Navarra)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I175051016","host_organization_name":"Universidad Publica de Navarra","host_organization_lineage":["https://openalex.org/I175051016"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/acceptedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388517778.pdf","grobid_xml":"https://content.openalex.org/works/W4388517778.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W190298364","https://openalex.org/W1873332500","https://openalex.org/W1964940342","https://openalex.org/W1987552279","https://openalex.org/W1988790447","https://openalex.org/W2022628426","https://openalex.org/W2094788183","https://openalex.org/W2098740506","https://openalex.org/W2105429025","https://openalex.org/W2132424470","https://openalex.org/W2150088099","https://openalex.org/W2152106862","https://openalex.org/W2171253128","https://openalex.org/W2182886880","https://openalex.org/W2244486986","https://openalex.org/W2289463038","https://openalex.org/W2511274580","https://openalex.org/W2618530766","https://openalex.org/W2735519414","https://openalex.org/W2747716660","https://openalex.org/W2764270061","https://openalex.org/W2772984056","https://openalex.org/W2796270678","https://openalex.org/W2804579982","https://openalex.org/W2937423263","https://openalex.org/W2992861029","https://openalex.org/W2999309192","https://openalex.org/W3007927169","https://openalex.org/W3105625590","https://openalex.org/W4225494991","https://openalex.org/W4298148191","https://openalex.org/W4307311553","https://openalex.org/W6639175750","https://openalex.org/W6746228475","https://openalex.org/W6748716324"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4224009465","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W4205958290","https://openalex.org/W4384212932","https://openalex.org/W4390590544","https://openalex.org/W2096195258","https://openalex.org/W2990460313","https://openalex.org/W2973458857"],"abstract_inverted_index":{"Tabular":[0],"data":[1],"classification":[2],"is":[3,26,95],"one":[4],"of":[5,16,22,92,142],"the":[6,12,17,23,47,90],"most":[7,18],"important":[8,19],"research":[9],"problems":[10],"in":[11,30,36,39,53,116,184],"artificial":[13],"intelligence.":[14],"One":[15],"desired":[20],"properties":[21],"ideal":[24],"classifier":[25],"that":[27,147,176],"small":[28,111,179],"changes":[29,38,73,115,180],"its":[31,40],"input":[32],"should":[33,58,67],"not":[34,45,85,100],"result":[35,183],"dramatic":[37],"output.":[41],"However,":[42,81],"this":[43,82,105,155,173],"might":[44],"be":[46,59,68,136],"case":[48],"for":[49],"many":[50],"classifiers":[51,57,126,134],"used":[52],"present":[54],"day.":[55],"Fuzzy":[56],"stronger":[60],"than":[61],"their":[62,78],"crisp":[63,123,165],"counterparts,":[64],"as":[65],"they":[66],"able":[69],"to":[70,109,119,132,135,139,154,164,171,178],"handle":[71],"such":[72,140],"using":[74],"fuzzy":[75,125,149],"sets":[76,150],"and":[77,98,112,124,157,174],"membership":[79],"functions.":[80],"hypothesis":[83],"has":[84,99],"been":[86,101],"empirically":[87],"tested.":[88],"Besides,":[89],"concept":[91],"\u201csmall":[93],"change\u201d":[94],"somewhat":[96],"imprecise":[97],"quantified":[102],"yet.":[103],"In":[104],"work":[106],"we":[107],"propose":[108],"use":[110],"progressively":[113],"bigger":[114],"test":[117],"samples":[118],"study":[120,130],"how":[121,131,170],"different":[122,148,152],"behave.":[127],"We":[128,167],"also":[129,168,182],"optimize":[133],"more":[137],"resistant":[138],"kind":[141],"changes.":[143],"Our":[144],"results":[145],"show":[146],"have":[151,158],"responses":[153],"problem":[156],"a":[159,185],"smoother":[160],"performance":[161],"response":[162],"compared":[163],"classifiers.":[166],"studied":[169],"improve":[172],"found":[175],"resistance":[177],"can":[181],"worse":[186],"overall":[187],"performance.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}