{"id":"https://openalex.org/W3081865896","doi":"https://doi.org/10.1109/fuzz48607.2020.9177533","title":"Fuzzy Number Value or Defuzzified Value; Which One Does It Better?","display_name":"Fuzzy Number Value or Defuzzified Value; Which One Does It Better?","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3081865896","doi":"https://doi.org/10.1109/fuzz48607.2020.9177533","mag":"3081865896"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz48607.2020.9177533","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz48607.2020.9177533","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-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/A5045353652","display_name":"Amir Pourabdollah","orcid":"https://orcid.org/0000-0001-7737-1393"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Amir Pourabdollah","raw_affiliation_strings":["School of Science and Technology, Nottingham Trent University, Nottingham, UK"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Nottingham Trent University, Nottingham, UK","institution_ids":["https://openalex.org/I52590639"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5045353652"],"corresponding_institution_ids":["https://openalex.org/I52590639"],"apc_list":null,"apc_paid":null,"fwci":0.8639,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75744613,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9990000128746033,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.8722119331359863},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.677699625492096},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6249589920043945},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5823789834976196},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.5637040138244629},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.5626165866851807},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5573168992996216},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.520051896572113},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.4845634996891022},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4372365176677704},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.41349565982818604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37531352043151855},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.37160933017730713},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3423357605934143},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3375871181488037}],"concepts":[{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.8722119331359863},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.677699625492096},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6249589920043945},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5823789834976196},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.5637040138244629},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.5626165866851807},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5573168992996216},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.520051896572113},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.4845634996891022},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4372365176677704},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.41349565982818604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37531352043151855},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37160933017730713},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3423357605934143},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3375871181488037}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz48607.2020.9177533","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz48607.2020.9177533","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:irep.ntu.ac.uk:40721","is_oa":false,"landing_page_url":"http://irep.ntu.ac.uk/id/eprint/40721/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400559","display_name":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I52590639","host_organization_name":"Nottingham Trent University","host_organization_lineage":["https://openalex.org/I52590639"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1502867372","https://openalex.org/W1553483187","https://openalex.org/W1881714225","https://openalex.org/W1964682347","https://openalex.org/W1981682113","https://openalex.org/W1990969532","https://openalex.org/W1991901402","https://openalex.org/W2008418901","https://openalex.org/W2021212840","https://openalex.org/W2024284069","https://openalex.org/W2028219302","https://openalex.org/W2043213102","https://openalex.org/W2055749938","https://openalex.org/W2056021265","https://openalex.org/W2063035568","https://openalex.org/W2063698478","https://openalex.org/W2069069851","https://openalex.org/W2082285982","https://openalex.org/W2089807790","https://openalex.org/W2093427822","https://openalex.org/W2119957433","https://openalex.org/W2145979309","https://openalex.org/W2324309783","https://openalex.org/W2343528125","https://openalex.org/W2487186204","https://openalex.org/W3106063097","https://openalex.org/W3138771162","https://openalex.org/W6792221166"],"related_works":["https://openalex.org/W2184441312","https://openalex.org/W1485268022","https://openalex.org/W2331106272","https://openalex.org/W1975005191","https://openalex.org/W3176863924","https://openalex.org/W1542808721","https://openalex.org/W2253053392","https://openalex.org/W173448675","https://openalex.org/W4361984403","https://openalex.org/W4388451300"],"abstract_inverted_index":{"This":[0],"paper":[1,110],"proposes":[2],"a":[3,114],"cross-domain":[4,130],"statistical":[5],"method":[6,26,116],"for":[7,52,64,117,129],"comparing":[8,41,118],"defuzzification":[9,49],"algorithms":[10,134],"based":[11,48],"on":[12],"incorporating":[13],"the":[14,28,31,76,83,93,97,127],"concepts":[15],"of":[16,21,102,108,132],"fuzzy":[17,38,53,66,87,98,103],"sets'":[18],"pairwise":[19],"operators":[20],"similarities":[22],"and":[23,40,56,69,73,124],"distances.":[24],"The":[25,79,106],"measures":[27],"correlation":[29],"between":[30,36],"changes":[32],"in":[33,86,96],"defuzzified":[34],"value":[35],"two":[37,60,120],"sets":[39,99],"it":[42],"with":[43,59],"their":[44],"similarity/distance.":[45],"Two":[46],"support-":[47],"methods":[50,62,85],"known":[51,63],"controllers":[54],"(COG":[55],"MOM)":[57],"along":[58],"level-based":[61],"ranking":[65],"numbers":[67],"(ALC":[68],"VAL)":[70],"are":[71,111],"chosen":[72,84],"compared":[74],"using":[75],"proposed":[77],"method.":[78],"results":[80],"indicate":[81],"that":[82],"number":[88],"domain":[89],"more":[90],"strongly":[91],"captures":[92],"embedded":[94],"information":[95],"than":[100],"those":[101,133],"rule-based":[104],"system.":[105],"contributions":[107],"this":[109],"firstly":[112],"proposing":[113],"heuristic":[115],"any":[119],"different":[121],"fuzzification":[122],"algorithms,":[123],"secondly":[125],"highlighting":[126],"potentials":[128],"utilisation":[131],"where":[135],"possible.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}