{"id":"https://openalex.org/W2594336854","doi":"https://doi.org/10.3233/kes-170358","title":"Aggregation of inconsistent rules for fuzzy rule base simplification","display_name":"Aggregation of inconsistent rules for fuzzy rule base simplification","publication_year":2017,"publication_date":"2017-08-09","ids":{"openalex":"https://openalex.org/W2594336854","doi":"https://doi.org/10.3233/kes-170358","mag":"2594336854"},"language":"en","primary_location":{"id":"doi:10.3233/kes-170358","is_oa":false,"landing_page_url":"https://doi.org/10.3233/kes-170358","pdf_url":null,"source":{"id":"https://openalex.org/S133764092","display_name":"International Journal of Knowledge-based and Intelligent Engineering Systems","issn_l":"1327-2314","issn":["1327-2314","1875-8827"],"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":"International Journal of Knowledge-based and Intelligent Engineering 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/A5016380950","display_name":"Alexander Gegov","orcid":"https://orcid.org/0000-0002-6166-296X"},"institutions":[{"id":"https://openalex.org/I63072094","display_name":"University of Portsmouth","ror":"https://ror.org/03ykbk197","country_code":"GB","type":"education","lineage":["https://openalex.org/I63072094"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Alexander Gegov","raw_affiliation_strings":["School of Computing, University of Portsmouth, Buckingham Building, Portsmouth, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, University of Portsmouth, Buckingham Building, Portsmouth, UK","institution_ids":["https://openalex.org/I63072094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079252227","display_name":"David Sanders","orcid":"https://orcid.org/0000-0002-4359-6743"},"institutions":[{"id":"https://openalex.org/I63072094","display_name":"University of Portsmouth","ror":"https://ror.org/03ykbk197","country_code":"GB","type":"education","lineage":["https://openalex.org/I63072094"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Sanders","raw_affiliation_strings":["School of Engineering, University of Portsmouth, Angleasea Building, Portsmouth, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Portsmouth, Angleasea Building, Portsmouth, UK","institution_ids":["https://openalex.org/I63072094"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078451195","display_name":"Boriana Vatchova","orcid":"https://orcid.org/0000-0002-2073-7670"},"institutions":[{"id":"https://openalex.org/I4210163063","display_name":"Institute of Information and Communication Technologies","ror":"https://ror.org/05fpsjc82","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210163063"]},{"id":"https://openalex.org/I24768866","display_name":"Bulgarian Academy of Sciences","ror":"https://ror.org/01x8hew03","country_code":"BG","type":"funder","lineage":["https://openalex.org/I24768866"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Boriana Vatchova","raw_affiliation_strings":["Bulgarian Academy of Sciences, Institute of Information and Communication Technologies, Sofia, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Bulgarian Academy of Sciences, Institute of Information and Communication Technologies, Sofia, Bulgaria","institution_ids":["https://openalex.org/I4210163063","https://openalex.org/I24768866"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5016380950"],"corresponding_institution_ids":["https://openalex.org/I63072094"],"apc_list":null,"apc_paid":null,"fwci":3.1204,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.93233602,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"21","issue":"3","first_page":"135","last_page":"145"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9850000143051147,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9843000173568726,"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/fuzzy-rule","display_name":"Fuzzy rule","score":0.7799268960952759},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.7513421773910522},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.6404430270195007},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5609193444252014},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.550421416759491},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5279594659805298},{"id":"https://openalex.org/keywords/rule-based-system","display_name":"Rule-based system","score":0.49816203117370605},{"id":"https://openalex.org/keywords/knowledge-based-systems","display_name":"Knowledge-based systems","score":0.44532978534698486},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4448174834251404},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.41310763359069824},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.3911404013633728},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3535912036895752},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35335081815719604},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34859514236450195}],"concepts":[{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.7799268960952759},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.7513421773910522},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.6404430270195007},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5609193444252014},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.550421416759491},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5279594659805298},{"id":"https://openalex.org/C149271511","wikidata":"https://www.wikidata.org/wiki/Q1417149","display_name":"Rule-based system","level":2,"score":0.49816203117370605},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.44532978534698486},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4448174834251404},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.41310763359069824},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.3911404013633728},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3535912036895752},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35335081815719604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34859514236450195},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/kes-170358","is_oa":false,"landing_page_url":"https://doi.org/10.3233/kes-170358","pdf_url":null,"source":{"id":"https://openalex.org/S133764092","display_name":"International Journal of Knowledge-based and Intelligent Engineering Systems","issn_l":"1327-2314","issn":["1327-2314","1875-8827"],"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":"International Journal of Knowledge-based and Intelligent Engineering Systems","raw_type":"journal-article"},{"id":"pmh:oai:researchportal.port.ac.uk:publications/c8f830df-9a9f-477a-a6d8-aaba92fbaa04","is_oa":false,"landing_page_url":"https://researchportal.port.ac.uk/portal/en/publications/aggregation-of-inconsistent-rules-for-fuzzy-rule-base-simplification(c8f830df-9a9f-477a-a6d8-aaba92fbaa04).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401774","display_name":"Portsmouth Research Portal (University of Portsmouth)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63072094","host_organization_name":"University of Portsmouth","host_organization_lineage":["https://openalex.org/I63072094"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W655394753","https://openalex.org/W1485268022","https://openalex.org/W1543659671","https://openalex.org/W1575004921","https://openalex.org/W1989665358","https://openalex.org/W1990114893","https://openalex.org/W2001852281","https://openalex.org/W2004811012","https://openalex.org/W2020136781","https://openalex.org/W2025653556","https://openalex.org/W2026820634","https://openalex.org/W2027402490","https://openalex.org/W2029332440","https://openalex.org/W2029467722","https://openalex.org/W2033878204","https://openalex.org/W2038314838","https://openalex.org/W2061935825","https://openalex.org/W2072046233","https://openalex.org/W2087738854","https://openalex.org/W2092999166","https://openalex.org/W2099836385","https://openalex.org/W2103414828","https://openalex.org/W2105281761","https://openalex.org/W2131256974","https://openalex.org/W2140464249","https://openalex.org/W2158054592","https://openalex.org/W2163737009","https://openalex.org/W2168448725","https://openalex.org/W2169749332","https://openalex.org/W2985787168"],"related_works":["https://openalex.org/W2263538678","https://openalex.org/W2380472855","https://openalex.org/W2381277088","https://openalex.org/W2078633362","https://openalex.org/W101241118","https://openalex.org/W2087210802","https://openalex.org/W1986001501","https://openalex.org/W2156706185","https://openalex.org/W4375958074","https://openalex.org/W3045387744"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,60],"rule":[4,50,76,88,110,130],"base":[5,51,77,111,131],"simplification":[6,42],"method":[7,12,96,123],"for":[8,26,127],"fuzzy":[9,49,71,83],"systems.":[10],"The":[11,41,64,90],"is":[13,100,124,133],"based":[14],"on":[15],"aggregation":[16],"of":[17,23,29,32,56,93,108,144],"rules":[18,58],"with":[19,59,73,85],"different":[20],"linguistic":[21,30],"values":[22,31],"the":[24,33,44,48,69,74,81,86,94,109,122],"output":[25],"identical":[27],"permutations":[28],"inputs":[34],"which":[35],"are":[36],"known":[37],"as":[38],"inconsistent":[39,57,87],"rules.":[40],"removes":[43],"red":[45],"undancy":[46],"in":[47],"by":[52],"replacing":[53],"each":[54],"group":[55],"single":[61],"equivalent":[62],"rule.":[63],"simulation":[65],"results":[66],"show":[67],"that":[68,101],"aggregated":[70],"system":[72,84],"consistent":[75],"approximates":[78],"quite":[79,125],"well":[80],"original":[82],"base.":[89],"main":[91],"advantage":[92],"proposed":[95],"over":[97],"other":[98],"methods":[99],"it":[102],"does":[103],"not":[104],"require":[105],"any":[106],"refinement":[107,132],"using":[112],"additional":[113,145],"data":[114,146],"sets":[115],"or":[116,139,147],"expert":[117],"knowledge.":[118,148],"In":[119],"this":[120],"context,":[121],"suitable":[126],"applications":[128],"where":[129],"unacceptable":[134],"due":[135,141],"to":[136,142],"time":[137],"constraints":[138],"impossible":[140],"lack":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
