{"id":"https://openalex.org/W1984928075","doi":"https://doi.org/10.1109/nabic.2014.6921879","title":"Genetic algorithm versus memetic algorithm for association rules mining","display_name":"Genetic algorithm versus memetic algorithm for association rules mining","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W1984928075","doi":"https://doi.org/10.1109/nabic.2014.6921879","mag":"1984928075"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2014.6921879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5045715820","display_name":"Habiba Drias","orcid":"https://orcid.org/0000-0001-7287-5170"},"institutions":[{"id":"https://openalex.org/I192268740","display_name":"University of Algiers Benyoucef Benkhedda","ror":"https://ror.org/011r6gp69","country_code":"DZ","type":"education","lineage":["https://openalex.org/I192268740"]},{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Habiba Drias","raw_affiliation_strings":["LRIA, USTHB, BP 32 El Alia Bab Ezzouar, Algiers, Algeria"],"affiliations":[{"raw_affiliation_string":"LRIA, USTHB, BP 32 El Alia Bab Ezzouar, Algiers, Algeria","institution_ids":["https://openalex.org/I192268740","https://openalex.org/I157169809"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045715820"],"corresponding_institution_ids":["https://openalex.org/I192268740","https://openalex.org/I157169809"],"apc_list":null,"apc_paid":null,"fwci":0.411,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":8,"citation_normalized_percentile":{"value":0.704771,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":84,"max":85},"biblio":{"volume":null,"issue":null,"first_page":"208","last_page":"213"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9986,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9986,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9871,"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":0.9671,"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/memetic-algorithm","display_name":"Memetic algorithm","score":0.6251521}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.8358406},{"id":"https://openalex.org/C2781256819","wikidata":"https://www.wikidata.org/wiki/Q16828835","display_name":"Antecedent (behavioral psychology)","level":2,"score":0.80125546},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6785073},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.6251521},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5163037},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5086816},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.50336975},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49277213},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4657375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40117633},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36882007},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2014.6921879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":16,"referenced_works":["https://openalex.org/W1788708300","https://openalex.org/W2029396822","https://openalex.org/W2051374336","https://openalex.org/W2064853889","https://openalex.org/W2068878490","https://openalex.org/W2074560146","https://openalex.org/W2087876307","https://openalex.org/W2093456341","https://openalex.org/W2101154871","https://openalex.org/W2116383689","https://openalex.org/W2146517105","https://openalex.org/W2166559705","https://openalex.org/W2170604930","https://openalex.org/W4252403066","https://openalex.org/W4297825776","https://openalex.org/W73690477"],"related_works":["https://openalex.org/W3157556506","https://openalex.org/W2501695166","https://openalex.org/W2478582891","https://openalex.org/W2360806008","https://openalex.org/W2203872009","https://openalex.org/W2157900495","https://openalex.org/W2110194378","https://openalex.org/W2107728149","https://openalex.org/W2018105956","https://openalex.org/W1969410700"],"abstract_inverted_index":{"This":[0],"paper":[1],"deals":[2],"with":[3,31],"association":[4,14,113],"rules":[5,15,42,114,156],"mining":[6,16],"using":[7,121],"evolutionary":[8],"algorithms.":[9],"All":[10],"previous":[11],"bio-inspired":[12],"based":[13],"approaches":[17,37],"generate":[18],"non":[19,40],"admissible":[20,41,74],"rules,":[21],"which":[22],"cannot":[23],"be":[24],"exploited":[25],"by":[26,43],"the":[27,58,61,68,82,86,91,95,133,137,148,151],"end-user.":[28],"To":[29],"cope":[30],"this":[32],"issue,":[33],"we":[34,77,99],"propose":[35],"two":[36,73],"that":[38],"avoid":[39],"developing":[44],"a":[45,65,101,107,130],"new":[46],"strategy":[47],"called":[48,104,110],"delete":[49,78],"and":[50,60,89,106,124,136],"decomposition":[51],"strategy.":[52],"If":[53],"an":[54],"item":[55,80],"appears":[56],"in":[57,72,153],"antecedent":[59,83],"consequent":[62,92],"parts":[63],"of":[64,85,94,139,155],"given":[66],"rule,":[67],"latter":[69,149],"is":[70,143],"decomposed":[71],"rules.":[75,141],"Then,":[76],"such":[79],"from":[81,90],"part":[84,93],"first":[87],"rule":[88],"second":[96],"rule.":[97],"Afterwards,":[98],"design":[100],"genetic":[102],"algorithm":[103,109],"IARMGA":[105,142],"memetic":[108],"IARMMA":[111,146],"for":[112],"mining.":[115],"Several":[116],"experiments":[117],"were":[118],"carried":[119],"out":[120],"both":[122],"synthetic":[123],"reals":[125],"instances.":[126],"The":[127],"results":[128],"reveal":[129],"compromise":[131],"between":[132],"execution":[134],"time":[135],"quality":[138],"output":[140],"faster":[144],"than":[145],"whereas":[147],"outperforms":[150],"former":[152],"terms":[154],"quality.":[157]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W1984928075","counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-03-18T18:00:59.590493","created_date":"2016-06-24"}