{"id":"https://openalex.org/W2035892317","doi":"https://doi.org/10.1080/01969720490929562","title":"A NEW METHOD TO CONSTRUCT MEMBERSHIP FUNCTIONS AND GENERATE WEIGHTED FUZZY RULES FROM TRAINING INSTANCES","display_name":"A NEW METHOD TO CONSTRUCT MEMBERSHIP FUNCTIONS AND GENERATE WEIGHTED FUZZY RULES FROM TRAINING INSTANCES","publication_year":2005,"publication_date":"2005-06-01","ids":{"openalex":"https://openalex.org/W2035892317","doi":"https://doi.org/10.1080/01969720490929562","mag":"2035892317"},"language":"en","primary_location":{"id":"doi:10.1080/01969720490929562","is_oa":false,"landing_page_url":"https://doi.org/10.1080/01969720490929562","pdf_url":null,"source":{"id":"https://openalex.org/S117436046","display_name":"Cybernetics & Systems","issn_l":"0196-9722","issn":["0196-9722","1087-6553"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cybernetics and 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/A5061831201","display_name":"Shyi\u2010Ming Chen","orcid":"https://orcid.org/0000-0001-8648-631X"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"SHYI-MING CHEN","raw_affiliation_strings":["Department of Computer Science and information Engineering , National Taiwan University of Science and Technology , Taipei, Taiwan, Republic of China","Department of Computer Science and Information Engineering , National Taiwan University of Science and Technology , Taipei, Taiwan, Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and information Engineering , National Taiwan University of Science and Technology , Taipei, Taiwan, Republic of China","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering , National Taiwan University of Science and Technology , Taipei, Taiwan, Republic of China","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077745794","display_name":"Chih\u2010Hao Chang","orcid":"https://orcid.org/0000-0003-4268-4108"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"CHI-HAO CHANG","raw_affiliation_strings":["Department of Electronic Engineering , National Taiwan University of Science and Technology , Taipei, Taiwan, Republic of China","Department of Electronic Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan, Republic of China#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering , National Taiwan University of Science and Technology , Taipei, Taiwan, Republic of China","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"Department of Electronic Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan, Republic of China#TAB#","institution_ids":["https://openalex.org/I154864474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061831201"],"corresponding_institution_ids":["https://openalex.org/I154864474"],"apc_list":null,"apc_paid":null,"fwci":2.1937,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.88827095,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"36","issue":"4","first_page":"397","last_page":"414"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9805999994277954,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9742000102996826,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/construct","display_name":"Construct (python library)","score":0.764853835105896},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.7540795803070068},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.6856798529624939},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.657829761505127},{"id":"https://openalex.org/keywords/membership-function","display_name":"Membership function","score":0.6539168357849121},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5981718897819519},{"id":"https://openalex.org/keywords/type-2-fuzzy-sets-and-systems","display_name":"Type-2 fuzzy sets and systems","score":0.5609211921691895},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5395485758781433},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5346628427505493},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.525965690612793},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5138568878173828},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.513769268989563},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.5127280950546265},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4500492215156555},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4311792552471161},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4166659116744995},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38955196738243103},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.29310721158981323}],"concepts":[{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.764853835105896},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.7540795803070068},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.6856798529624939},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.657829761505127},{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.6539168357849121},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5981718897819519},{"id":"https://openalex.org/C17350324","wikidata":"https://www.wikidata.org/wiki/Q7860605","display_name":"Type-2 fuzzy sets and systems","level":5,"score":0.5609211921691895},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5395485758781433},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5346628427505493},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.525965690612793},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5138568878173828},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.513769268989563},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.5127280950546265},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4500492215156555},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4311792552471161},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4166659116744995},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38955196738243103},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.29310721158981323},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/01969720490929562","is_oa":false,"landing_page_url":"https://doi.org/10.1080/01969720490929562","pdf_url":null,"source":{"id":"https://openalex.org/S117436046","display_name":"Cybernetics & Systems","issn_l":"0196-9722","issn":["0196-9722","1087-6553"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cybernetics and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1623077003","https://openalex.org/W1898259180","https://openalex.org/W1965239040","https://openalex.org/W1973865630","https://openalex.org/W1983425265","https://openalex.org/W1985020755","https://openalex.org/W1993628150","https://openalex.org/W1994997349","https://openalex.org/W1995900158","https://openalex.org/W2001619934","https://openalex.org/W2015487637","https://openalex.org/W2019606348","https://openalex.org/W2023502885","https://openalex.org/W2038534861","https://openalex.org/W2050288270","https://openalex.org/W2062706881","https://openalex.org/W2065205584","https://openalex.org/W2067259779","https://openalex.org/W2070524440","https://openalex.org/W2077563900","https://openalex.org/W2079325629","https://openalex.org/W2100921291","https://openalex.org/W2104190832","https://openalex.org/W2108742134","https://openalex.org/W2137735268","https://openalex.org/W2140208274","https://openalex.org/W2145107006","https://openalex.org/W2145436999","https://openalex.org/W2149115566","https://openalex.org/W2912565176","https://openalex.org/W3203633735","https://openalex.org/W4211007335","https://openalex.org/W4233704167"],"related_works":["https://openalex.org/W2674573885","https://openalex.org/W1487720066","https://openalex.org/W2781808531","https://openalex.org/W1975005191","https://openalex.org/W4361984403","https://openalex.org/W2791187250","https://openalex.org/W2145270521","https://openalex.org/W2066929655","https://openalex.org/W2890798884","https://openalex.org/W2025902904"],"abstract_inverted_index":{"Fuzzy":[0],"classification":[1,17,43,72,97],"systems":[2],"are":[3,37],"important":[4,22],"applications":[5],"of":[6,29,58],"the":[7,26,55,106],"fuzzy":[8,16,34,64,71,84,103],"set":[9],"theory.":[10],"In":[11,45],"order":[12],"to":[13,24,53],"design":[14],"a":[15,41,50,94],"system,":[18],"it":[19],"is":[20],"an":[21],"task":[23],"construct":[25,54,78],"membership":[27,56,79],"function":[28,57],"each":[30,59],"attribute":[31,60],"and":[32,61,81,100],"generate":[33,62,82,101],"rules":[35,65,85,104],"that":[36],"suitable":[38],"for":[39,69],"handling":[40,70],"specific":[42],"problem.":[44],"this":[46],"paper,":[47],"we":[48],"propose":[49],"new":[51],"method":[52,76],"weighted":[63,83],"from":[66],"training":[67],"instances":[68],"problems.":[73],"The":[74],"proposed":[75],"can":[77,92],"functions":[80],"without":[86],"any":[87],"human":[88],"experts'":[89],"intervention.":[90],"It":[91],"get":[93],"higher":[95],"average":[96],"accuracy":[98],"rate":[99],"fewer":[102],"than":[105],"existing":[107],"methods.":[108]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}