{"id":"https://openalex.org/W4415125886","doi":"https://doi.org/10.1109/fuzz62266.2025.11197604","title":"Crisp Complexity of Fuzzy Classifiers","display_name":"Crisp Complexity of Fuzzy Classifiers","publication_year":2025,"publication_date":"2025-07-06","ids":{"openalex":"https://openalex.org/W4415125886","doi":"https://doi.org/10.1109/fuzz62266.2025.11197604"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz62266.2025.11197604","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz62266.2025.11197604","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Fuzzy Systems (FUZZ)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2504.15791","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056601792","display_name":"Raquel Fernandez-Peralta","orcid":"https://orcid.org/0000-0003-1378-832X"},"institutions":[{"id":"https://openalex.org/I207624831","display_name":"Slovak Academy of Sciences","ror":"https://ror.org/03h7qq074","country_code":"SK","type":"funder","lineage":["https://openalex.org/I207624831"]}],"countries":["SK"],"is_corresponding":true,"raw_author_name":"Raquel Fernandez-Peralta","raw_affiliation_strings":["Mathematical Institute, Slovak Academy of Sciences,Bratislava,Slovakia"],"affiliations":[{"raw_affiliation_string":"Mathematical Institute, Slovak Academy of Sciences,Bratislava,Slovakia","institution_ids":["https://openalex.org/I207624831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001022240","display_name":"Javier Fumanal-Idocin","orcid":"https://orcid.org/0000-0002-0644-1355"},"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 Fumanal-Idocin","raw_affiliation_strings":["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"]}]},{"author_position":"last","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"],"affiliations":[{"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":3,"corresponding_author_ids":["https://openalex.org/A5056601792"],"corresponding_institution_ids":["https://openalex.org/I207624831"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29297642,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T11727","display_name":"Advanced Algebra and Logic","score":0.957099974155426,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11727","display_name":"Advanced Algebra and Logic","score":0.957099974155426,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9180999994277954,"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-set-operations","display_name":"Fuzzy set operations","score":0.7186999917030334},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.6922000050544739},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.6425999999046326},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6033999919891357},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.5508000254631042},{"id":"https://openalex.org/keywords/type-2-fuzzy-sets-and-systems","display_name":"Type-2 fuzzy sets and systems","score":0.5062999725341797},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.49869999289512634},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4357999861240387}],"concepts":[{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.7186999917030334},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.6922000050544739},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.6425999999046326},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6033999919891357},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.5508000254631042},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5490999817848206},{"id":"https://openalex.org/C17350324","wikidata":"https://www.wikidata.org/wiki/Q7860605","display_name":"Type-2 fuzzy sets and systems","level":5,"score":0.5062999725341797},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5006999969482422},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.49869999289512634},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4357999861240387},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4325000047683716},{"id":"https://openalex.org/C144170203","wikidata":"https://www.wikidata.org/wiki/Q5511099","display_name":"Fuzzy associative matrix","level":5,"score":0.42579999566078186},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4156999886035919},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.4081999957561493},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39640000462532043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3840999901294708},{"id":"https://openalex.org/C166586474","wikidata":"https://www.wikidata.org/wiki/Q5511129","display_name":"Fuzzy mathematics","level":5,"score":0.3334999978542328},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.3091999888420105},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3052000105381012},{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.2953000068664551},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.29089999198913574},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2513999938964844},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.25119999051094055}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz62266.2025.11197604","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz62266.2025.11197604","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Fuzzy Systems (FUZZ)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2504.15791","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2504.15791","pdf_url":"https://arxiv.org/pdf/2504.15791","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2504.15791","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2504.15791","pdf_url":"https://arxiv.org/pdf/2504.15791","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2689612763","display_name":null,"funder_award_id":"Marie","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320311731","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320322698","display_name":"Yunnan University of Finance and Economics","ror":"https://ror.org/04rhev598"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4415125886.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Rule-based":[0],"systems":[1],"are":[2,18,51],"a":[3,65],"very":[4],"popular":[5],"form":[6],"of":[7,36,94],"explainable":[8],"AI,":[9],"particularly":[10],"in":[11,57,115],"the":[12,92,95,113,121,152],"fuzzy":[13,16,27,37,46,49,69,107,117,147],"community,":[14],"where":[15],"rules":[17],"widely":[19],"used":[20],"for":[21],"control":[22],"and":[23,47,82,108,124,134],"classification":[24],"problems.":[25],"However,":[26],"rule-based":[28,70,74],"classifiers":[29,71,148],"struggle":[30],"to":[31,55,67,72,86,132,143],"reach":[32],"bigger":[33],"traction":[34],"outside":[35],"venues,":[38],"because":[39,48],"users":[40],"sometimes":[41],"do":[42],"not":[43,52],"know":[44],"about":[45],"partitions":[50,155],"so":[53],"easy":[54],"interpret":[56],"some":[58],"situations.":[59],"In":[60],"this":[61],"work,":[62],"we":[63,90],"propose":[64],"methodology":[66],"reduce":[68],"crisp":[73,80,97,154],"classifiers.":[75,98],"We":[76,99],"study":[77],"different":[78,146],"possible":[79],"descriptions":[81],"implement":[83],"an":[84],"algorithm":[85],"obtain":[87],"them.":[88],"Also,":[89],"analyze":[91],"complexity":[93,138],"resulting":[96],"believe":[100],"that":[101],"our":[102],"results":[103],"can":[104,129,140],"help":[105,142],"both":[106],"non-fuzzy":[109],"practitioners":[110],"understand":[111],"better":[112],"way":[114],"which":[116],"rule":[118],"bases":[119],"partition":[120],"feature":[122],"space":[123],"how":[125],"easily":[126],"one":[127],"system":[128],"be":[130],"translated":[131],"another":[133],"vice":[135],"versa.":[136],"Our":[137],"metric":[139],"also":[141],"choose":[144],"between":[145],"based":[149],"on":[150],"what":[151],"equivalent":[153],"look":[156],"like.":[157]},"counts_by_year":[],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}