{"id":"https://openalex.org/W2010467129","doi":"https://doi.org/10.1109/cec.2010.5586504","title":"G3PARM: A Grammar Guided Genetic Programming algorithm for mining association rules","display_name":"G3PARM: A Grammar Guided Genetic Programming algorithm for mining association rules","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2010467129","doi":"https://doi.org/10.1109/cec.2010.5586504","mag":"2010467129"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2010.5586504","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5586504","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5050287828","display_name":"Jos\u00e9 Mar\u00eda Luna","orcid":"https://orcid.org/0000-0003-3537-2931"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Maria Luna","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, Cordoba, Spain","Dept. of Computer Science and Numerical Analysis, University of Co\u00b4rdoba, Rabanales Campus, Albert Einstein building, 14071 Co\u00b4rdoba, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]},{"raw_affiliation_string":"Dept. of Computer Science and Numerical Analysis, University of Co\u00b4rdoba, Rabanales Campus, Albert Einstein building, 14071 Co\u00b4rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055000106","display_name":"Jos\u00e9 Ra\u00fal Romero","orcid":"https://orcid.org/0000-0002-4550-6385"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Raul Romero","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, Cordoba, Spain","Dept. of Computer Science and Numerical Analysis, University of Co\u00b4rdoba, Rabanales Campus, Albert Einstein building, 14071 Co\u00b4rdoba, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]},{"raw_affiliation_string":"Dept. of Computer Science and Numerical Analysis, University of Co\u00b4rdoba, Rabanales Campus, Albert Einstein building, 14071 Co\u00b4rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033238429","display_name":"Sebasti\u00e1n Ventura","orcid":"https://orcid.org/0000-0003-4216-6378"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sebastian Ventura","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, Cordoba, Spain","Dept. of Computer Science and Numerical Analysis, University of Co\u00b4rdoba, Rabanales Campus, Albert Einstein building, 14071 Co\u00b4rdoba, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]},{"raw_affiliation_string":"Dept. of Computer Science and Numerical Analysis, University of Co\u00b4rdoba, Rabanales Campus, Albert Einstein building, 14071 Co\u00b4rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I53110688"],"apc_list":null,"apc_paid":null,"fwci":2.1797,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.8868746,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9994999766349792,"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":0.9994999766349792,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9979000091552734,"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":0.989799976348877,"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/computer-science","display_name":"Computer science","score":0.7105212211608887},{"id":"https://openalex.org/keywords/grammatical-evolution","display_name":"Grammatical evolution","score":0.5792900323867798},{"id":"https://openalex.org/keywords/grammar","display_name":"Grammar","score":0.5672810077667236},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.5498263835906982},{"id":"https://openalex.org/keywords/population-based-incremental-learning","display_name":"Population-based incremental learning","score":0.5436777472496033},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.5371684432029724},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5308889746665955},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5182578563690186},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5156010985374451},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.4912797808647156},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.47611671686172485},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.45642516016960144},{"id":"https://openalex.org/keywords/cultural-algorithm","display_name":"Cultural algorithm","score":0.4389737844467163},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4297371506690979},{"id":"https://openalex.org/keywords/context-free-grammar","display_name":"Context-free grammar","score":0.41030579805374146},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3410089910030365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33792564272880554},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3138406276702881},{"id":"https://openalex.org/keywords/rule-based-machine-translation","display_name":"Rule-based machine translation","score":0.27943873405456543},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2534562349319458},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19981086254119873},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.10388118028640747}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7105212211608887},{"id":"https://openalex.org/C10906938","wikidata":"https://www.wikidata.org/wiki/Q5593687","display_name":"Grammatical evolution","level":3,"score":0.5792900323867798},{"id":"https://openalex.org/C26022165","wikidata":"https://www.wikidata.org/wiki/Q8091","display_name":"Grammar","level":2,"score":0.5672810077667236},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.5498263835906982},{"id":"https://openalex.org/C184497298","wikidata":"https://www.wikidata.org/wiki/Q7229773","display_name":"Population-based incremental learning","level":3,"score":0.5436777472496033},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.5371684432029724},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5308889746665955},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5182578563690186},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5156010985374451},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.4912797808647156},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.47611671686172485},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.45642516016960144},{"id":"https://openalex.org/C5536111","wikidata":"https://www.wikidata.org/wiki/Q5193250","display_name":"Cultural algorithm","level":4,"score":0.4389737844467163},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4297371506690979},{"id":"https://openalex.org/C97212296","wikidata":"https://www.wikidata.org/wiki/Q338047","display_name":"Context-free grammar","level":3,"score":0.41030579805374146},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3410089910030365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33792564272880554},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3138406276702881},{"id":"https://openalex.org/C53893814","wikidata":"https://www.wikidata.org/wiki/Q7378909","display_name":"Rule-based machine translation","level":2,"score":0.27943873405456543},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2534562349319458},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19981086254119873},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.10388118028640747},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2010.5586504","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5586504","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"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":28,"referenced_works":["https://openalex.org/W259338706","https://openalex.org/W1506285740","https://openalex.org/W1512383952","https://openalex.org/W1523949054","https://openalex.org/W1542978828","https://openalex.org/W1568231805","https://openalex.org/W1606305805","https://openalex.org/W2024820855","https://openalex.org/W2028047478","https://openalex.org/W2060444451","https://openalex.org/W2065789569","https://openalex.org/W2106334424","https://openalex.org/W2120923019","https://openalex.org/W2126105956","https://openalex.org/W2126791660","https://openalex.org/W2146517105","https://openalex.org/W2154204741","https://openalex.org/W2166559705","https://openalex.org/W2167159964","https://openalex.org/W2222807470","https://openalex.org/W2749706176","https://openalex.org/W2966207845","https://openalex.org/W2994964425","https://openalex.org/W4285719527","https://openalex.org/W6630198464","https://openalex.org/W6632657173","https://openalex.org/W6684212943","https://openalex.org/W6771627385"],"related_works":["https://openalex.org/W2065481307","https://openalex.org/W2605210233","https://openalex.org/W66727908","https://openalex.org/W3006865984","https://openalex.org/W2003947101","https://openalex.org/W4385213092","https://openalex.org/W2487304978","https://openalex.org/W1608608607","https://openalex.org/W2098048287","https://openalex.org/W4388850196"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"the":[3,40,45,49,105,119],"G3PARM":[4,11,50],"algorithm":[5,15,51,68,79,109],"for":[6,39],"mining":[7],"representative":[8,123],"association":[9],"rules.":[10,124],"is":[12,69],"an":[13,24],"evolutionary":[14],"that":[16],"uses":[17],"G3P":[18],"(Grammar":[19],"Guided":[20],"Genetic":[21,95],"Programming)":[22],"and":[23,88,97,103,115],"auxiliary":[25],"population":[26],"made":[27],"up":[28],"of":[29,47,107,112],"its":[30],"best":[31],"individuals":[32,57],"who":[33],"will":[34],"then":[35],"act":[36],"as":[37,90],"parents":[38],"next":[41],"generation.":[42],"Due":[43],"to":[44,54,73,80],"nature":[46],"G3P,":[48],"allows":[52],"us":[53],"obtain":[55],"valid":[56],"by":[58],"defining":[59],"them":[60],"through":[61],"a":[62],"context-free":[63],"grammar":[64],"and,":[65],"furthermore,":[66],"this":[67],"generic":[70],"with":[71,121],"respect":[72],"data":[74],"type.":[75],"We":[76],"compare":[77],"our":[78,108],"two":[81],"multiobjective":[82],"algorithms":[83],"frequently":[84],"used":[85],"in":[86,110],"literature":[87],"known":[89],"NSGA2":[91],"(Non":[92],"dominated":[93],"Sort":[94],"Algorithm)":[96,102],"SPEA2":[98],"(Strength":[99],"Pareto":[100],"Evolutionary":[101],"demonstrate":[104],"efficiency":[106],"terms":[111],"running-time,":[113],"coverage":[114],"average":[116],"support,":[117],"providing":[118],"user":[120],"high":[122]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
