{"id":"https://openalex.org/W2968916111","doi":"https://doi.org/10.1109/cec.2019.8790116","title":"A Novel Parallel Framework for Metaheuristic-based Frequent Itemset Mining","display_name":"A Novel Parallel Framework for Metaheuristic-based Frequent Itemset Mining","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2968916111","doi":"https://doi.org/10.1109/cec.2019.8790116","mag":"2968916111"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2019.8790116","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2019.8790116","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://uwe-repository.worktribe.com/output/7283580","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057697626","display_name":"Youcef Djenouri","orcid":"https://orcid.org/0000-0003-0135-7450"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Youcef Djenouri","raw_affiliation_strings":["Dept. of Computer Science, NTNU, Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, NTNU, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066157144","display_name":"Djamel Djenouri","orcid":"https://orcid.org/0000-0001-9333-9860"},"institutions":[{"id":"https://openalex.org/I4210095777","display_name":"Centre de Recherche sur l'Information Scientifique et Technique","ror":"https://ror.org/01k1bte55","country_code":"DZ","type":"government","lineage":["https://openalex.org/I4210095777","https://openalex.org/I4210114810"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Djamel Djenouri","raw_affiliation_strings":["CERIST, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CERIST, Algiers, Algeria","institution_ids":["https://openalex.org/I4210095777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030823020","display_name":"Asma Belhadi","orcid":"https://orcid.org/0000-0002-7103-2179"},"institutions":[{"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"]},{"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"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Asma Belhadi","raw_affiliation_strings":["RIMA, USTHB, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIMA, USTHB, Algiers, Algeria","institution_ids":["https://openalex.org/I157169809","https://openalex.org/I192268740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000640263","display_name":"Jerry Chun\u2010Wei Lin","orcid":"https://orcid.org/0000-0001-8768-9709"},"institutions":[{"id":"https://openalex.org/I179863766","display_name":"Western Norway University of Applied Sciences","ror":"https://ror.org/05phns765","country_code":"NO","type":"education","lineage":["https://openalex.org/I179863766"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Jerry Chun-Wei Lin","raw_affiliation_strings":["Western Norway University of Applied Sciences, Bergen, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Western Norway University of Applied Sciences, Bergen, Norway","institution_ids":["https://openalex.org/I179863766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015208242","display_name":"Ahc\u00e8ne Bendjoudi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095777","display_name":"Centre de Recherche sur l'Information Scientifique et Technique","ror":"https://ror.org/01k1bte55","country_code":"DZ","type":"government","lineage":["https://openalex.org/I4210095777","https://openalex.org/I4210114810"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Ahcene Bendjoudi","raw_affiliation_strings":["CERIST, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CERIST, Algiers, Algeria","institution_ids":["https://openalex.org/I4210095777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038682039","display_name":"Philippe Fournier\u2010Viger","orcid":"https://orcid.org/0000-0002-7680-9899"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Philippe Fournier-Viger","raw_affiliation_strings":["School of Social Sciences and Humanities, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Social Sciences and Humanities, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8824,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.7387398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1439","last_page":"1445"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":1.0,"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":1.0,"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/T11106","display_name":"Data Management and Algorithms","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/metaheuristic","display_name":"Metaheuristic","score":0.9008684158325195},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7757484912872314},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5928475260734558},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5317061543464661},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4257185459136963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2866389751434326},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.24473193287849426},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07108286023139954}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.9008684158325195},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7757484912872314},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5928475260734558},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5317061543464661},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4257185459136963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2866389751434326},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.24473193287849426},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07108286023139954},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2019.8790116","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2019.8790116","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},{"id":"pmh:oai:uwe-repository.worktribe.com:7283580","is_oa":true,"landing_page_url":"https://uwe-repository.worktribe.com/output/7283580","pdf_url":null,"source":{"id":"https://openalex.org/S4306401464","display_name":"UWE Research Repository (UWE Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I178535277","host_organization_name":"University of the West of England","host_organization_lineage":["https://openalex.org/I178535277"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"}],"best_oa_location":{"id":"pmh:oai:uwe-repository.worktribe.com:7283580","is_oa":true,"landing_page_url":"https://uwe-repository.worktribe.com/output/7283580","pdf_url":null,"source":{"id":"https://openalex.org/S4306401464","display_name":"UWE Research Repository (UWE Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I178535277","host_organization_name":"University of the West of England","host_organization_lineage":["https://openalex.org/I178535277"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311040","display_name":"Norges Teknisk-Naturvitenskapelige Universitet","ror":"https://ror.org/05xg72x27"},{"id":"https://openalex.org/F4320317045","display_name":"H\u00f8gskulen p\u00e5 Vestlandet","ror":"https://ror.org/05phns765"},{"id":"https://openalex.org/F4320320885","display_name":"European Research Consortium for Informatics and Mathematics","ror":"https://ror.org/055zrhj18"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1520343032","https://openalex.org/W2012618917","https://openalex.org/W2040263621","https://openalex.org/W2042020602","https://openalex.org/W2056910091","https://openalex.org/W2064853889","https://openalex.org/W2082116442","https://openalex.org/W2087661258","https://openalex.org/W2098318741","https://openalex.org/W2101154871","https://openalex.org/W2122744052","https://openalex.org/W2135432106","https://openalex.org/W2136078606","https://openalex.org/W2149140091","https://openalex.org/W2160154142","https://openalex.org/W2166559705","https://openalex.org/W2277129084","https://openalex.org/W2315404828","https://openalex.org/W2328378351","https://openalex.org/W2570623848","https://openalex.org/W2598775006","https://openalex.org/W2606279103","https://openalex.org/W2745794747","https://openalex.org/W2765279214","https://openalex.org/W2768006893","https://openalex.org/W2804381347","https://openalex.org/W2900294417","https://openalex.org/W2998574808"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2789681586","https://openalex.org/W2794361564","https://openalex.org/W4243392960","https://openalex.org/W3156820950","https://openalex.org/W4232791346","https://openalex.org/W2971069100","https://openalex.org/W2504553392","https://openalex.org/W2331509522"],"abstract_inverted_index":{"Frequent":[0,93],"Itemset":[1,94],"Mining":[2],"(FIM)":[3],"is":[4,130],"an":[5],"important":[6],"but":[7],"very":[8],"time-consuming":[9],"data":[10],"mining":[11],"task.":[12],"As":[13],"a":[14,86,111,140,146],"result,":[15],"traditional":[16],"FIM":[17,45,101,194],"algorithms":[18],"are":[19,167],"often":[20,63],"not":[21],"scalable":[22],"to":[23,38,43,139,149,172],"large":[24],"databases.":[25],"To":[26,79],"address":[27,80],"this":[28,81,83,170],"issue,":[29,82],"several":[30],"metaheuristics":[31,62,162,176],"have":[32,64],"been":[33],"developed":[34],"in":[35,169],"recent":[36],"years":[37],"find":[39],"good":[40],"approximate":[41],"solutions":[42,75],"the":[44,71,115,121],"problem.":[46],"It":[47,99],"was":[48],"shown":[49],"that":[50,184],"such":[51],"approaches":[52],"can":[53,76],"be":[54,77],"much":[55],"more":[56],"efficient":[57],"than":[58],"exact":[59],"algorithms.":[60],"However,":[61],"long":[65],"runtimes":[66],"on":[67],"massive":[68],"datasets":[69],"and":[70,114,159,165,179,189],"quality":[72,153],"of":[73,117,123],"their":[74,157],"improved.":[78],"paper":[84],"proposes":[85],"parallel":[87],"framework":[88,171],"called":[89],"CFIM":[90],"(Cluster":[91],"for":[92,96],"Mining)":[95],"metaheuristic-based":[97],"FIM.":[98],"accelerates":[100],"by":[102,132,155],"using":[103],"multiple":[104],"cluster":[105,124],"workers.":[106,125],"The":[107,126],"proposed":[108],"approach":[109],"partitions":[110],"transactional":[112],"database":[113],"set":[116],"all":[118],"items":[119],"at":[120],"level":[122],"itemset":[127],"generation":[128],"process":[129],"performed":[131],"each":[133],"worker,":[134],"which":[135],"then":[136],"send":[137],"results":[138],"master":[141],"node.":[142],"This":[143],"latter":[144],"performs":[145],"merging":[147],"step":[148],"only":[150],"keep":[151],"high":[152,191],"itemsets":[154],"considering":[156],"frequency":[158],"diversification.":[160],"Three":[161],"(GA,":[163],"PSO":[164],"BSO)":[166],"integrated":[168],"yield":[173],"three":[174],"novel":[175],"(CGA,":[177],"CPSO":[178,185],"CBSO).":[180],"Extensive":[181],"experiments":[182],"show":[183],"outperforms":[186],"CGA,":[187],"CBSO,":[188],"state-of-the-art":[190],"performance":[192],"computing":[193],"approaches.":[195]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}