{"id":"https://openalex.org/W1514612958","doi":"https://doi.org/10.1109/cec.2015.7257079","title":"Using grammar-based genetic programming to determine characteristics of multiple infections and environmental factors in the development of allergies and asthma","display_name":"Using grammar-based genetic programming to determine characteristics of multiple infections and environmental factors in the development of allergies and asthma","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W1514612958","doi":"https://doi.org/10.1109/cec.2015.7257079","mag":"1514612958"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2015.7257079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2015.7257079","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Congress on Evolutionary Computation (CEC)","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/A5053745189","display_name":"Rafael Veiga","orcid":"https://orcid.org/0000-0002-4413-193X"},"institutions":[{"id":"https://openalex.org/I101100930","display_name":"Universidade Federal de Juiz de Fora","ror":"https://ror.org/04yqw9c44","country_code":"BR","type":"education","lineage":["https://openalex.org/I101100930"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Rafael V. Veiga","raw_affiliation_strings":["Universidade Federal de Juiz de Fora (UFJF), Juiz de Fora, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Juiz de Fora (UFJF), Juiz de Fora, MG, Brazil","institution_ids":["https://openalex.org/I101100930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030559434","display_name":"Jo\u00e3o Marcos de Freitas","orcid":"https://orcid.org/0000-0001-9227-9202"},"institutions":[{"id":"https://openalex.org/I101100930","display_name":"Universidade Federal de Juiz de Fora","ror":"https://ror.org/04yqw9c44","country_code":"BR","type":"education","lineage":["https://openalex.org/I101100930"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Joao Marcos de Freitas","raw_affiliation_strings":["UFJF, Juiz de Fora, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"UFJF, Juiz de Fora, MG, Brazil","institution_ids":["https://openalex.org/I101100930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009613609","display_name":"Heder S. Bernardino","orcid":"https://orcid.org/0000-0003-2012-7802"},"institutions":[{"id":"https://openalex.org/I101100930","display_name":"Universidade Federal de Juiz de Fora","ror":"https://ror.org/04yqw9c44","country_code":"BR","type":"education","lineage":["https://openalex.org/I101100930"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Heder S. Bernardino","raw_affiliation_strings":["UFJF, Juiz de Fora, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"UFJF, Juiz de Fora, MG, Brazil","institution_ids":["https://openalex.org/I101100930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052002490","display_name":"H\u00e9lio J. C. Barbosa","orcid":"https://orcid.org/0000-0001-5810-7554"},"institutions":[{"id":"https://openalex.org/I101100930","display_name":"Universidade Federal de Juiz de Fora","ror":"https://ror.org/04yqw9c44","country_code":"BR","type":"education","lineage":["https://openalex.org/I101100930"]},{"id":"https://openalex.org/I4210142352","display_name":"Laborat\u00f3rio Nacional de Computa\u00e7\u00e3o Cient\u00edfica","ror":"https://ror.org/0498ekt05","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210142352"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Helio J.C. Barbosa","raw_affiliation_strings":["Laboratorio Nacional de Computacao Cientifica (LNCC/MCTI), Petropolis, RJ, Brazil","Universidade Federal de Juiz de Fora (UFJF), Juiz de Fora, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Laboratorio Nacional de Computacao Cientifica (LNCC/MCTI), Petropolis, RJ, Brazil","institution_ids":["https://openalex.org/I4210142352"]},{"raw_affiliation_string":"Universidade Federal de Juiz de Fora (UFJF), Juiz de Fora, MG, Brazil","institution_ids":["https://openalex.org/I101100930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047147736","display_name":"Neuza Maria Alc\u00e2ntara\u2010Neves","orcid":"https://orcid.org/0000-0002-2102-260X"},"institutions":[{"id":"https://openalex.org/I126158947","display_name":"Universidade Federal da Bahia","ror":"https://ror.org/03k3p7647","country_code":"BR","type":"education","lineage":["https://openalex.org/I126158947"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Neuza M. Alcantara-Neves","raw_affiliation_strings":["Universidade Federal da Bahia (UFBA), Salvador, BA, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal da Bahia (UFBA), Salvador, BA, Brazil","institution_ids":["https://openalex.org/I126158947"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5053745189"],"corresponding_institution_ids":["https://openalex.org/I101100930"],"apc_list":null,"apc_paid":null,"fwci":0.3688,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63027405,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"2","issue":null,"first_page":"1604","last_page":"1611"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10051","display_name":"Asthma and respiratory diseases","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10051","display_name":"Asthma and respiratory diseases","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11243","display_name":"Respiratory viral infections research","score":0.98089998960495,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/asthma","display_name":"Asthma","score":0.8386236429214478},{"id":"https://openalex.org/keywords/allergy","display_name":"Allergy","score":0.7804563045501709},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.596254289150238},{"id":"https://openalex.org/keywords/hygiene-hypothesis","display_name":"Hygiene hypothesis","score":0.5945144891738892},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.47650161385536194},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.45469728112220764},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3896143436431885},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.3359246253967285},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19503828883171082}],"concepts":[{"id":"https://openalex.org/C2776042228","wikidata":"https://www.wikidata.org/wiki/Q35869","display_name":"Asthma","level":2,"score":0.8386236429214478},{"id":"https://openalex.org/C207480886","wikidata":"https://www.wikidata.org/wiki/Q42982","display_name":"Allergy","level":2,"score":0.7804563045501709},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.596254289150238},{"id":"https://openalex.org/C78635009","wikidata":"https://www.wikidata.org/wiki/Q2109172","display_name":"Hygiene hypothesis","level":3,"score":0.5945144891738892},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.47650161385536194},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.45469728112220764},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3896143436431885},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.3359246253967285},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19503828883171082}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2015.7257079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2015.7257079","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1482827835","https://openalex.org/W1576818901","https://openalex.org/W1651586605","https://openalex.org/W1971626645","https://openalex.org/W1980410354","https://openalex.org/W1983024255","https://openalex.org/W1984308826","https://openalex.org/W1987495184","https://openalex.org/W1999002976","https://openalex.org/W2000258320","https://openalex.org/W2002455669","https://openalex.org/W2004115963","https://openalex.org/W2013813995","https://openalex.org/W2035831689","https://openalex.org/W2054115629","https://openalex.org/W2058995637","https://openalex.org/W2070780753","https://openalex.org/W2075355742","https://openalex.org/W2076539791","https://openalex.org/W2092094591","https://openalex.org/W2097817629","https://openalex.org/W2099144790","https://openalex.org/W2104999336","https://openalex.org/W2110473894","https://openalex.org/W2129326993","https://openalex.org/W2133518335","https://openalex.org/W2147280137","https://openalex.org/W2154364436","https://openalex.org/W2156189694","https://openalex.org/W4235743066","https://openalex.org/W4296886862","https://openalex.org/W6628772041"],"related_works":["https://openalex.org/W2038216125","https://openalex.org/W2771411068","https://openalex.org/W2196358948","https://openalex.org/W2889148188","https://openalex.org/W2589079266","https://openalex.org/W2157974825","https://openalex.org/W2063704137","https://openalex.org/W1998169162","https://openalex.org/W2977361415","https://openalex.org/W2016944686"],"abstract_inverted_index":{"In":[0],"recent":[1],"decades":[2],"asthma":[3,45],"and":[4,33,46,90,99,102,119],"allergies":[5,47],"had":[6],"great":[7],"increase":[8],"worldwide,":[9],"being":[10],"currently":[11],"a":[12,132],"serious":[13],"global":[14],"health":[15],"problem.":[16],"The":[17,123],"causes":[18],"of":[19,41,58,71,125],"these":[20],"disorders":[21],"are":[22,48],"unknown,":[23],"but":[24],"the":[25,38,56,69],"most":[26],"accepted":[27],"hypothesis":[28],"is":[29,128],"that":[30],"improving":[31],"hygiene":[32],"reducing":[34],"infections":[35,89,112],"may":[36],"be":[37,66,131],"main":[39],"cause":[40],"this":[42],"increase.":[43],"Both":[44],"complex":[49],"diseases":[50],"with":[51],"strong":[52],"environmental":[53,91],"influence,":[54],"so":[55],"use":[57,124],"versatile":[59],"tools":[60],"such":[61],"as":[62],"genetic":[63,76,126],"programming":[64,77,127],"can":[65],"important":[67],"in":[68,97,104],"understanding":[70],"those":[72,138],"conditions.":[73,139],"We":[74],"applied":[75],"to":[78,86,95,106,130,135],"data":[79],"obtained":[80],"from":[81],"1296":[82],"children.":[83],"Data":[84],"related":[85],"chronic":[87],"viral":[88,111],"factors":[92],"were":[93,113],"used":[94],"classify":[96],"asthmatic":[98],"non-asthmatic,":[100],"IgE":[101,118],"SPT":[103,120],"order":[105],"assess":[107],"allergy.":[108],"For":[109],"asthma,":[110],"not":[114],"relevant":[115],"while":[116],"for":[117],"they":[121],"were.":[122],"shown":[129],"powerful":[133],"tool":[134],"help":[136],"understand":[137]},"counts_by_year":[{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
