{"id":"https://openalex.org/W2023935550","doi":"https://doi.org/10.1080/019697202753551639","title":"FUZZY SYSTEM DESIGN BY A GA-BASED METHOD FOR DATA CLASSIFICATION","display_name":"FUZZY SYSTEM DESIGN BY A GA-BASED METHOD FOR DATA CLASSIFICATION","publication_year":2002,"publication_date":"2002-04-01","ids":{"openalex":"https://openalex.org/W2023935550","doi":"https://doi.org/10.1080/019697202753551639","mag":"2023935550"},"language":"en","primary_location":{"id":"doi:10.1080/019697202753551639","is_oa":false,"landing_page_url":"https://doi.org/10.1080/019697202753551639","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/A5037232729","display_name":"Ching\u2010Chang Wong","orcid":"https://orcid.org/0000-0003-1095-728X"},"institutions":[{"id":"https://openalex.org/I107470533","display_name":"Tamkang University","ror":"https://ror.org/04tft4718","country_code":"TW","type":"education","lineage":["https://openalex.org/I107470533"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ching-Chang Wong","raw_affiliation_strings":["Department of Electrical Engineering,Tamkang University, Tamsui,Taipei Hsien,Taiwan, Republic of China","Department of Electrical Engineering , Tamkang University, Tamsui, Taipei Hsien , Taiwan, Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering,Tamkang University, Tamsui,Taipei Hsien,Taiwan, Republic of China","institution_ids":["https://openalex.org/I107470533"]},{"raw_affiliation_string":"Department of Electrical Engineering , Tamkang University, Tamsui, Taipei Hsien , Taiwan, Republic of China","institution_ids":["https://openalex.org/I107470533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109242546","display_name":"Bo-Chen Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I107470533","display_name":"Tamkang University","ror":"https://ror.org/04tft4718","country_code":"TW","type":"education","lineage":["https://openalex.org/I107470533"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Bo-Chen Lin","raw_affiliation_strings":["Department of Electrical Engineering,Tamkang University, Tamsui,Taipei Hsien,Taiwan, Republic of China","Department of Electrical Engineering , Tamkang University, Tamsui, Taipei Hsien , Taiwan, Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering,Tamkang University, Tamsui,Taipei Hsien,Taiwan, Republic of China","institution_ids":["https://openalex.org/I107470533"]},{"raw_affiliation_string":"Department of Electrical Engineering , Tamkang University, Tamsui, Taipei Hsien , Taiwan, Republic of China","institution_ids":["https://openalex.org/I107470533"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081990664","display_name":"Chia-Chong Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I162521676","display_name":"WuFeng University","ror":"https://ror.org/05d293n36","country_code":"TW","type":"education","lineage":["https://openalex.org/I162521676"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Chong Chen","raw_affiliation_strings":["Department of Electronic Engineering,Wufeng Institute of Technology, Chiayi Hsien,Taiwan, Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering,Wufeng Institute of Technology, Chiayi Hsien,Taiwan, Republic of China","institution_ids":["https://openalex.org/I162521676"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5037232729"],"corresponding_institution_ids":["https://openalex.org/I107470533"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.11716734,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"33","issue":"3","first_page":"253","last_page":"270"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9904999732971191,"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/T10320","display_name":"Neural Networks and Applications","score":0.9873999953269958,"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-classification","display_name":"Fuzzy classification","score":0.7126303911209106},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.6998320817947388},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.6644442081451416},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6278836727142334},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5975704789161682},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5783958435058594},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.5415006875991821},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.5085090398788452},{"id":"https://openalex.org/keywords/fuzzy-associative-matrix","display_name":"Fuzzy associative matrix","score":0.5033513903617859},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4851466119289398},{"id":"https://openalex.org/keywords/membership-function","display_name":"Membership function","score":0.4416513741016388},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4271593689918518},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.390256404876709},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3539813160896301},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.31113308668136597}],"concepts":[{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.7126303911209106},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.6998320817947388},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.6644442081451416},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6278836727142334},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5975704789161682},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5783958435058594},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.5415006875991821},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.5085090398788452},{"id":"https://openalex.org/C144170203","wikidata":"https://www.wikidata.org/wiki/Q5511099","display_name":"Fuzzy associative matrix","level":5,"score":0.5033513903617859},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4851466119289398},{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.4416513741016388},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4271593689918518},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.390256404876709},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3539813160896301},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.31113308668136597}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/019697202753551639","is_oa":false,"landing_page_url":"https://doi.org/10.1080/019697202753551639","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"},{"id":"pmh:oai:tkuir.lib.tku.edu.tw:987654321/46355","is_oa":false,"landing_page_url":"https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/46355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2050288270","https://openalex.org/W2063828223","https://openalex.org/W2122305492","https://openalex.org/W2140316535","https://openalex.org/W2140384587","https://openalex.org/W2141577822","https://openalex.org/W2145962639","https://openalex.org/W2166843422","https://openalex.org/W2798909945","https://openalex.org/W2904250082","https://openalex.org/W3023540311"],"related_works":["https://openalex.org/W154406135","https://openalex.org/W4242970302","https://openalex.org/W1487720066","https://openalex.org/W3107001035","https://openalex.org/W3186561448","https://openalex.org/W2571050636","https://openalex.org/W2185359781","https://openalex.org/W1980652001","https://openalex.org/W2148346439","https://openalex.org/W2130902926"],"abstract_inverted_index":{"In":[0,25,55],"this":[1,26],"paper,":[2],"a":[3,40,88,132],"method":[4,13,73],"based":[5],"on":[6],"the":[7,31,34,63,67,71,83,98,104,115,124,139,142],"Genetic":[8],"Algorithm":[9],"(GA)":[10],"and":[11,123],"SVD-QR":[12,72],"is":[14,36,74,100,129,135],"proposed":[15,143],"to":[16,38,57,76,102,107,137],"construct":[17],"an":[18,28,109],"appropriate":[19,110],"fuzzy":[20,41,47,60,69,79,85,92,111,127],"system":[21,86,112],"for":[22],"data":[23],"classification.":[24],"method,":[27],"individual":[29],"of":[30,49,66,91,117,126,141],"population":[32],"in":[33,97],"GA":[35,99],"used":[37],"determine":[39],"partition":[42],"such":[43,81,113],"that":[44,82,114],"some":[45],"rough":[46],"sets":[48],"each":[50],"input":[51],"variable":[52],"are":[53,121],"obtained.":[54],"order":[56],"extract":[58],"significant":[59],"rules":[61,80,128],"from":[62],"rule":[64],"base":[65],"defined":[68],"system,":[70],"applied":[75],"remove":[77],"unnecessary":[78],"constructed":[84],"has":[87],"low":[89],"number":[90,116,125],"rules.":[93],"A":[94],"fitness":[95],"function":[96],"considered":[101,136],"guide":[103],"search":[105],"procedure":[106],"select":[108],"correctly":[118],"classified":[119],"patterns":[120],"maximized":[122],"minimized.":[130],"Finally,":[131],"classification":[133],"problem":[134],"illustrate":[138],"effectiveness":[140],"method.":[144]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}