{"id":"https://openalex.org/W2132174236","doi":"https://doi.org/10.1109/cec.2009.4983239","title":"Genetic Network Programming for fuzzy association rule-based classification","display_name":"Genetic Network Programming for fuzzy association rule-based classification","publication_year":2009,"publication_date":"2009-05-01","ids":{"openalex":"https://openalex.org/W2132174236","doi":"https://doi.org/10.1109/cec.2009.4983239","mag":"2132174236"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2009.4983239","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4983239","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Congress on Evolutionary Computation","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/A5012745357","display_name":"Karla Taboada","orcid":null},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Karla Taboada","raw_affiliation_strings":["Graduate School of Information, Production and Systems, Waseda University, Fukuoka, Japan","Graduate School of Information, Production and Systems, Waseda University. Hibikino 2-7, Wakamatsu-ku, Kitakyushushi, Fukuoka 808-0135, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Fukuoka, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University. Hibikino 2-7, Wakamatsu-ku, Kitakyushushi, Fukuoka 808-0135, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037937808","display_name":"Shingo Mabu","orcid":"https://orcid.org/0000-0002-8759-8337"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shingo Mabu","raw_affiliation_strings":["Graduate School of Information, Production and Systems, Waseda University, Fukuoka, Japan","Graduate School of Information, Production and Systems, Waseda University. Hibikino 2-7, Wakamatsu-ku, Kitakyushushi, Fukuoka 808-0135, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Fukuoka, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University. Hibikino 2-7, Wakamatsu-ku, Kitakyushushi, Fukuoka 808-0135, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072846730","display_name":"Eloy Gonzales","orcid":null},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Eloy Gonzales","raw_affiliation_strings":["Graduate School of Information, Production and Systems, Waseda University, Fukuoka, Japan","Graduate School of Information, Production and Systems, Waseda University. Hibikino 2-7, Wakamatsu-ku, Kitakyushushi, Fukuoka 808-0135, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Fukuoka, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University. Hibikino 2-7, Wakamatsu-ku, Kitakyushushi, Fukuoka 808-0135, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100774583","display_name":"Kaoru Shimada","orcid":"https://orcid.org/0000-0002-4747-9595"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kaoru Shimada","raw_affiliation_strings":["Graduate School of Information, Production and Systems, Waseda University, Fukuoka, Japan","Graduate School of Information, Production and Systems, Waseda University. Hibikino 2-7, Wakamatsu-ku, Kitakyushushi, Fukuoka 808-0135, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Fukuoka, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University. Hibikino 2-7, Wakamatsu-ku, Kitakyushushi, Fukuoka 808-0135, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013008417","display_name":"Kotaro Hirasawa","orcid":null},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kotaro Hirasawa","raw_affiliation_strings":["Graduate School of Information, Production and Systems, Waseda University, Fukuoka, Japan","Graduate School of Information, Production and Systems, Waseda University. Hibikino 2-7, Wakamatsu-ku, Kitakyushushi, Fukuoka 808-0135, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Fukuoka, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University. Hibikino 2-7, Wakamatsu-ku, Kitakyushushi, Fukuoka 808-0135, Japan","institution_ids":["https://openalex.org/I150744194"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5012745357"],"corresponding_institution_ids":["https://openalex.org/I150744194"],"apc_list":null,"apc_paid":null,"fwci":1.7447,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87612122,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"2387","last_page":"2394"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9997000098228455,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9997000098228455,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9969000220298767,"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"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.994700014591217,"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/data-mining","display_name":"Data mining","score":0.5994656682014465},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5770739316940308},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5349107384681702},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5157818794250488},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.4739420711994171},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.47222188115119934},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4674469232559204},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4530791640281677},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.451386034488678},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4463731050491333},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.4281052350997925},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.4259776175022125},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.41613543033599854},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3291773200035095}],"concepts":[{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5994656682014465},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5770739316940308},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5349107384681702},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5157818794250488},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.4739420711994171},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.47222188115119934},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4674469232559204},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4530791640281677},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.451386034488678},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4463731050491333},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.4281052350997925},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.4259776175022125},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.41613543033599854},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3291773200035095}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2009.4983239","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4983239","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W84309199","https://openalex.org/W1508546393","https://openalex.org/W1555195638","https://openalex.org/W1571835199","https://openalex.org/W1602306524","https://openalex.org/W1798812434","https://openalex.org/W1825578079","https://openalex.org/W1979054437","https://openalex.org/W1979952208","https://openalex.org/W2086600750","https://openalex.org/W2113642400","https://openalex.org/W2142183404","https://openalex.org/W2154722400","https://openalex.org/W2166219119","https://openalex.org/W2166559705","https://openalex.org/W2982720039","https://openalex.org/W3009784374","https://openalex.org/W4301173492"],"related_works":["https://openalex.org/W2425308538","https://openalex.org/W1980652001","https://openalex.org/W1985154037","https://openalex.org/W64744926","https://openalex.org/W2155210646","https://openalex.org/W2143613987","https://openalex.org/W1504871275","https://openalex.org/W2155303449","https://openalex.org/W2151351600","https://openalex.org/W2148346439"],"abstract_inverted_index":{"This":[0,60],"paper":[1],"presents":[2],"a":[3,154,175],"novel":[4],"classification":[5,10,89,141],"approach":[6],"that":[7,39],"integrates":[8],"fuzzy":[9,18,88,134,140,145],"rules":[11,90,126,142,146],"and":[12,49,55,68,110,151,198,206],"Genetic":[13,52,56],"Network":[14],"Programming":[15,57],"(GNP).":[16],"A":[17],"discretization":[19],"technique":[20,38],"is":[21,34,91,116],"applied":[22],"to":[23,63,120,127,173],"transform":[24],"the":[25,76,80,107,122,125,131,158,163,180,199,204,209],"dataset,":[26],"particularly":[27],"for":[28,139],"dealing":[29],"with":[30,194],"quantitative":[31],"attributes.":[32],"GNP":[33],"an":[35],"evolutionary":[36],"optimization":[37],"uses":[40],"directed":[41],"graph":[42],"structures":[43],"as":[44],"genes":[45],"instead":[46],"of":[47,51,87,106,124,162,182,188,208],"strings":[48],"trees":[50],"Algorithms":[53],"(GA)":[54],"(GP)":[58],"respectively.":[59],"feature":[61],"contributes":[62],"creating":[64],"quite":[65],"compact":[66],"programs":[67],"implicitly":[69],"memorizing":[70],"past":[71],"action":[72],"sequences.":[73],"Therefore,":[74],"in":[75,98,118,153,171,179],"proposed":[77,210],"method,":[78],"taking":[79],"GNP's":[81],"structure":[82],"into":[83,130],"account":[84],"1)":[85],"extraction":[86],"done":[92],"without":[93],"identifying":[94],"frequent":[95],"itemsets":[96],"used":[97,138],"most":[99],"Apriori-based":[100],"data":[101],"mining":[102],"algorithms,":[103],"2)":[104],"calculation":[105],"support,":[108],"confidence":[109],"x":[111],"<sup":[112],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[113],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[114],"value":[115],"made":[117],"order":[119,172],"quantify":[121],"significance":[123],"be":[128],"integrated":[129],"classifier,":[132],"3)":[133],"membership":[135,164,184],"values":[136],"are":[137,147,166],"extraction,":[143],"4)":[144],"mined":[148],"through":[149],"generations":[150],"stored":[152],"general":[155],"pool.":[156],"On":[157],"other":[159,195],"hand,":[160],"parameters":[161],"functions":[165],"evolved":[167],"by":[168],"non-uniform":[169],"mutation":[170],"perform":[174],"more":[176],"global":[177],"search":[178],"space":[181],"candidate":[183],"functions.":[185],"The":[186],"performance":[187],"our":[189],"algorithm":[190],"has":[191],"been":[192],"compared":[193],"relevant":[196],"algorithms":[197],"experimental":[200],"results":[201],"have":[202],"shown":[203],"advantages":[205],"effectiveness":[207],"model.":[211]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
