{"id":"https://openalex.org/W2776573004","doi":"https://doi.org/10.1177/1094342016678302","title":"Deploying massive runs of evolutionary algorithms with ECJ and Hadoop: Reducing interest points required for face recognition","display_name":"Deploying massive runs of evolutionary algorithms with ECJ and Hadoop: Reducing interest points required for face recognition","publication_year":2016,"publication_date":"2016-12-18","ids":{"openalex":"https://openalex.org/W2776573004","doi":"https://doi.org/10.1177/1094342016678302","mag":"2776573004"},"language":"en","primary_location":{"id":"doi:10.1177/1094342016678302","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1094342016678302","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","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/A5014943662","display_name":"Francisco Ch\u00e1vez","orcid":"https://orcid.org/0000-0002-9565-743X"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Francisco Ch\u00e1vez","raw_affiliation_strings":["Department of Computer Science, University of Extremadura, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Extremadura, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101749036","display_name":"Francisco Fern\u00e1ndez de Vega","orcid":"https://orcid.org/0000-0002-1086-1483"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Fern\u00e1ndez de Vega","raw_affiliation_strings":["Department of Computer Science, University of Extremadura, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Extremadura, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030626729","display_name":"Daniel Carlos Ferreira Lanza","orcid":"https://orcid.org/0000-0002-1341-4814"},"institutions":[{"id":"https://openalex.org/I67311998","display_name":"European Organization for Nuclear Research","ror":"https://ror.org/01ggx4157","country_code":"CH","type":"facility","lineage":["https://openalex.org/I67311998"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Daniel Lanza","raw_affiliation_strings":["CERN (European Organization for Nuclear Research)"],"affiliations":[{"raw_affiliation_string":"CERN (European Organization for Nuclear Research)","institution_ids":["https://openalex.org/I67311998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059027400","display_name":"C\u00e9sar Benavides","orcid":null},"institutions":[{"id":"https://openalex.org/I200362191","display_name":"Universidad Aut\u00f3noma Metropolitana","ror":"https://ror.org/02kta5139","country_code":"MX","type":"education","lineage":["https://openalex.org/I200362191"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"C\u00e9sar Benavides","raw_affiliation_strings":["Universidad Aut\u00f3noma Metropolitana, Departamento de Ingener\u00eda El\u00e9ctrica, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma Metropolitana, Departamento de Ingener\u00eda El\u00e9ctrica, M\u00e9xico","institution_ids":["https://openalex.org/I200362191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060820570","display_name":"Juan Villegas-Cort\u00e9z","orcid":"https://orcid.org/0000-0001-8918-1044"},"institutions":[{"id":"https://openalex.org/I200362191","display_name":"Universidad Aut\u00f3noma Metropolitana","ror":"https://ror.org/02kta5139","country_code":"MX","type":"education","lineage":["https://openalex.org/I200362191"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Juan Villegas","raw_affiliation_strings":["Universidad Aut\u00f3noma Metropolitana, Departamento de Electr\u00f3nica, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma Metropolitana, Departamento de Electr\u00f3nica, M\u00e9xico","institution_ids":["https://openalex.org/I200362191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030475199","display_name":"Leonardo Trujillo","orcid":"https://orcid.org/0000-0003-1812-5736"},"institutions":[{"id":"https://openalex.org/I4210118730","display_name":"Instituto Tecnol\u00f3gico de Tijuana","ror":"https://ror.org/03dga7879","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210118730"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Leonardo Trujillo","raw_affiliation_strings":["Instituto Tecnol\u00f3gico de Tijuana Calzada Del Tecnol\u00f3gico S/N, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Tijuana Calzada Del Tecnol\u00f3gico S/N, M\u00e9xico","institution_ids":["https://openalex.org/I4210118730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066769024","display_name":"Gustavo Olague","orcid":"https://orcid.org/0000-0001-5773-9517"},"institutions":[{"id":"https://openalex.org/I64663401","display_name":"Center for Scientific Research and Higher Education at Ensenada","ror":"https://ror.org/04znhwb73","country_code":"MX","type":"facility","lineage":["https://openalex.org/I64663401"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Gustavo Olague","raw_affiliation_strings":["CICESE, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"CICESE, M\u00e9xico","institution_ids":["https://openalex.org/I64663401"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111746982","display_name":"G. Rom\u00e1n","orcid":"https://orcid.org/0009-0003-3572-1641"},"institutions":[{"id":"https://openalex.org/I200362191","display_name":"Universidad Aut\u00f3noma Metropolitana","ror":"https://ror.org/02kta5139","country_code":"MX","type":"education","lineage":["https://openalex.org/I200362191"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Graciela Rom\u00e1n","raw_affiliation_strings":["Universidad Aut\u00f3noma Metropolitana, Departamento de Ingener\u00eda El\u00e9ctrica, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma Metropolitana, Departamento de Ingener\u00eda El\u00e9ctrica, M\u00e9xico","institution_ids":["https://openalex.org/I200362191"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5014943662"],"corresponding_institution_ids":["https://openalex.org/I80606768"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.2449233,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"32","issue":"5","first_page":"706","last_page":"720"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9973000288009644,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8260332345962524},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.7196134328842163},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6533800959587097},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6331520080566406},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6266109347343445},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5504969358444214},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5455164909362793},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.541034460067749},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5364544987678528},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44381603598594666},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3964204490184784},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3953988552093506},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32830625772476196},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14374753832817078}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8260332345962524},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.7196134328842163},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6533800959587097},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6331520080566406},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6266109347343445},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5504969358444214},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5455164909362793},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.541034460067749},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5364544987678528},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44381603598594666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3964204490184784},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3953988552093506},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32830625772476196},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14374753832817078},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"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:10.1177/1094342016678302","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1094342016678302","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W27151398","https://openalex.org/W78474561","https://openalex.org/W971587581","https://openalex.org/W1515116843","https://openalex.org/W1518257922","https://openalex.org/W1541691514","https://openalex.org/W1544319318","https://openalex.org/W1576818901","https://openalex.org/W1594616424","https://openalex.org/W1871475835","https://openalex.org/W1976395673","https://openalex.org/W1985122517","https://openalex.org/W1985617858","https://openalex.org/W1989702938","https://openalex.org/W1996049503","https://openalex.org/W1998989894","https://openalex.org/W2047508432","https://openalex.org/W2060024414","https://openalex.org/W2090834033","https://openalex.org/W2093773131","https://openalex.org/W2093922090","https://openalex.org/W2106309274","https://openalex.org/W2112312480","https://openalex.org/W2119738171","https://openalex.org/W2121601095","https://openalex.org/W2125157527","https://openalex.org/W2132467081","https://openalex.org/W2151103935","https://openalex.org/W2155103362","https://openalex.org/W2157355837","https://openalex.org/W2159520143","https://openalex.org/W2162908419","https://openalex.org/W2166049352","https://openalex.org/W2173213060","https://openalex.org/W2345608115","https://openalex.org/W2517912324","https://openalex.org/W2995564009","https://openalex.org/W4229560167","https://openalex.org/W4248503119","https://openalex.org/W4253759161"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W3041827036","https://openalex.org/W1993493607","https://openalex.org/W2021957875","https://openalex.org/W2802808995","https://openalex.org/W2787833928"],"abstract_inverted_index":{"In":[0,162],"this":[1,75,163],"paper":[2,76],"we":[3,24,55,117],"present":[4],"a":[5,50,90,102,108,125,130],"new":[6,59,91,126],"strategy":[7,60],"for":[8],"deploying":[9],"massive":[10,204],"runs":[11,39,147,205],"of":[12,36,40,89,206,220,230],"evolutionary":[13,41,207],"algorithms":[14,42,208],"with":[15,26,70,113,124],"the":[16,27,34,58,81,95,114,119,137,143,153,169,173,181,218,221,228],"well-known":[17,120],"Evolutionary":[18],"Computation":[19],"Library":[20],"(ECJ)":[21],"tool,":[22],"which":[23,135],"combine":[25],"MapReduce":[28],"model":[29],"so":[30],"as":[31],"to":[32,63,128,133,151,158,198,202,216,223],"allow":[33,129,199],"deployment":[35],"computing":[37],"intensive":[38],"on":[43,168,209],"big":[44,210],"data":[45,211],"infrastructures.":[46],"Moreover,":[47,111],"by":[48,79,87,172],"addressing":[49],"hard":[51],"real":[52],"life":[53],"problem,":[54],"show":[56],"how":[57],"allows":[61],"us":[62,150],"address":[64,118],"problems":[65],"that":[66,78,184],"cannot":[67],"be":[68,98,189],"solved":[69],"more":[71,138],"traditional":[72],"approaches.":[73],"Thus,":[74],"shows":[77],"using":[80],"Hadoop":[82,103],"framework":[83],"ECJ":[84,200],"users":[85,201],"can,":[86],"means":[88],"parameter,":[92],"choose":[93],"where":[94],"run":[96],"will":[97,176,188],"launched,":[99],"whether":[100],"in":[101,107,180],"based":[104,167],"infrastructure":[105],"or":[106],"desktop":[109],"computer.":[110],"together":[112],"performed":[115],"tests":[116],"face":[121,231],"recognition":[122,165],"problem":[123,229],"purpose:":[127],"genetic":[131,174],"algorithm":[132,175],"decide":[134],"are":[136],"relevant":[139],"interest":[140],"points":[141,187],"within":[142],"human":[144],"face.":[145],"Massive":[146],"have":[148,194],"allowed":[149],"reduce":[152],"set":[154],"from":[155],"about":[156],"60":[157],"just":[159,185],"20":[160,186],"points.":[161],"way,":[164],"tasks":[166],"solution":[170],"provided":[171],"work":[177],"significantly":[178],"quicker":[179],"future,":[182],"given":[183],"required.":[190],"Therefore,":[191],"two":[192],"goals":[193],"been":[195],"achieved:":[196],"(a)":[197],"launch":[203],"infrastructures":[212],"and":[213],"also":[214],"(b)":[215],"demonstrate":[217],"capabilities":[219],"tool":[222],"successfully":[224],"improve":[225],"results":[226],"regarding":[227],"recognition.":[232]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
