{"id":"https://openalex.org/W2735732492","doi":"https://doi.org/10.1145/3067695.3082494","title":"Variable selection as a non-completely decomposable problem","display_name":"Variable selection as a non-completely decomposable problem","publication_year":2017,"publication_date":"2017-07-11","ids":{"openalex":"https://openalex.org/W2735732492","doi":"https://doi.org/10.1145/3067695.3082494","mag":"2735732492"},"language":"en","primary_location":{"id":"doi:10.1145/3067695.3082494","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3067695.3082494","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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/A5068371984","display_name":"Lauro C\u00e1ssio Martins de Paula","orcid":"https://orcid.org/0000-0002-0546-0685"},"institutions":[{"id":"https://openalex.org/I68106152","display_name":"Universidade Federal de Goi\u00e1s","ror":"https://ror.org/0039d5757","country_code":"BR","type":"education","lineage":["https://openalex.org/I68106152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lauro C. M. de Paula","raw_affiliation_strings":["Federal University of Goi\u00e1s, Goi\u00e2nia, Goi\u00e1s, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Goi\u00e1s, Goi\u00e2nia, Goi\u00e1s, Brazil","institution_ids":["https://openalex.org/I68106152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024062827","display_name":"Anderson S. Soares","orcid":"https://orcid.org/0000-0001-9701-0819"},"institutions":[{"id":"https://openalex.org/I68106152","display_name":"Universidade Federal de Goi\u00e1s","ror":"https://ror.org/0039d5757","country_code":"BR","type":"education","lineage":["https://openalex.org/I68106152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Anderson S. Soares","raw_affiliation_strings":["Federal University of Goi\u00e1s, Goi\u00e2nia, Goi\u00e1s, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Goi\u00e1s, Goi\u00e2nia, Goi\u00e1s, Brazil","institution_ids":["https://openalex.org/I68106152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070350214","display_name":"Anderson S. Soares","orcid":"https://orcid.org/0000-0002-4927-2221"},"institutions":[{"id":"https://openalex.org/I68106152","display_name":"Universidade Federal de Goi\u00e1s","ror":"https://ror.org/0039d5757","country_code":"BR","type":"education","lineage":["https://openalex.org/I68106152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Telma W. Soares","raw_affiliation_strings":["Federal University of Goi\u00e1s, Goi\u00e2nia, Goi\u00e1s, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Goi\u00e1s, Goi\u00e2nia, Goi\u00e1s, Brazil","institution_ids":["https://openalex.org/I68106152"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040888425","display_name":"Clarimar Jos\u00e9 Coelho","orcid":"https://orcid.org/0000-0002-5163-2986"},"institutions":[{"id":"https://openalex.org/I43727914","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica de Goi\u00e1s","ror":"https://ror.org/02a7yfb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I43727914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Clarimar J. Coelho","raw_affiliation_strings":["Pontifical Catholic University of Goi\u00e1s, Goi\u00e2nia, Goi\u00e1s, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Goi\u00e1s, Goi\u00e2nia, Goi\u00e1s, Brazil","institution_ids":["https://openalex.org/I43727914"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.518,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.5872093,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1399","last_page":"1402"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9799000024795532,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.7538529634475708},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7304605841636658},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.7153783440589905},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.6651690602302551},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.6447536945343018},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5793185830116272},{"id":"https://openalex.org/keywords/variables","display_name":"Variables","score":0.4771918058395386},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.36392128467559814},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3615829348564148},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30867093801498413},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24492821097373962}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7538529634475708},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7304605841636658},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.7153783440589905},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6651690602302551},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.6447536945343018},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5793185830116272},{"id":"https://openalex.org/C27574286","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Variables","level":2,"score":0.4771918058395386},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36392128467559814},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3615829348564148},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30867093801498413},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24492821097373962},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3067695.3082494","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3067695.3082494","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W187492979","https://openalex.org/W1597878669","https://openalex.org/W1932775525","https://openalex.org/W1971309542","https://openalex.org/W1974980064","https://openalex.org/W2006988935","https://openalex.org/W2020569634","https://openalex.org/W2055552710","https://openalex.org/W2395511881","https://openalex.org/W2484648691","https://openalex.org/W2490830364","https://openalex.org/W3194556727"],"related_works":["https://openalex.org/W2406638334","https://openalex.org/W1991765889","https://openalex.org/W1990068454","https://openalex.org/W2472172556","https://openalex.org/W1570805059","https://openalex.org/W2357266745","https://openalex.org/W1578824628","https://openalex.org/W4390961098","https://openalex.org/W4311072340","https://openalex.org/W4375841781"],"abstract_inverted_index":{"Variable":[0],"selection":[1,55,73,97],"is":[2,38,83,103,113,129],"a":[3,8,33,53,64,94,109,130],"procedure":[4],"used":[5,23],"to":[6,14,31,40,91,93,119,142],"choose":[7],"subset":[9],"of":[10,146],"features":[11],"in":[12,24,57,115,126],"order":[13],"extract":[15],"information":[16],"from":[17,35,108],"them.":[18],"It":[19],"has":[20],"been":[21,49],"widely":[22],"multivariate":[25,58,127],"calibration":[26,59,128],"together":[27],"with":[28],"statistical":[29],"techniques":[30],"build":[32],"model":[34],"which":[36,112],"it":[37],"possible":[39],"be":[41,78],"interpreted":[42],"by":[43,66],"users.":[44],"Genetic":[45],"algorithms":[46],"(GAs)":[47],"have":[48],"successfully":[50],"utilized":[51],"as":[52],"variable":[54,72,96],"method":[56],"models.":[60],"However,":[61],"GAs":[62,89],"solve":[63],"problem":[65,74],"trying":[67],"different":[68],"decompositions,":[69],"and":[70,117],"the":[71,100,136,144],"usually":[75],"can":[76],"not":[77],"properly":[79],"decomposed":[80],"when":[81],"there":[82],"considerable":[84],"correlation":[85],"among":[86],"variables.":[87],"Consequently":[88],"tend":[90],"lead":[92],"poor":[95],"performance":[98],"if":[99],"variables":[101,125],"interdepence":[102],"strong.":[104],"This":[105],"work":[106],"comes":[107],"doctoral":[110],"thesis,":[111],"still":[114],"development":[116],"aims":[118],"(not":[120],"only)":[121],"demonstrate":[122],"that":[123],"selecting":[124],"non-completely":[131],"decomposable":[132],"problem.":[133],"Based":[134],"on":[135],"preliminary":[137],"results,":[138],"we":[139],"are":[140],"able":[141],"claim":[143],"viability":[145],"our":[147],"initial":[148],"hypothesis.":[149]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
