{"id":"https://openalex.org/W2884262365","doi":"https://doi.org/10.1145/3230905.3230910","title":"A gene expression programming method for multi-target regression","display_name":"A gene expression programming method for multi-target regression","publication_year":2018,"publication_date":"2018-05-02","ids":{"openalex":"https://openalex.org/W2884262365","doi":"https://doi.org/10.1145/3230905.3230910","mag":"2884262365"},"language":"en","primary_location":{"id":"doi:10.1145/3230905.3230910","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3230905.3230910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications","raw_type":"proceedings-article"},"type":"conference-paper","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/A5039641842","display_name":"\u00d3scar Reyes","orcid":"https://orcid.org/0000-0003-0169-297X"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Oscar Reyes","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049953011","display_name":"Jose M. Moyano","orcid":"https://orcid.org/0000-0001-5745-6269"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Mar\u00eda Moyano","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050287828","display_name":"Jos\u00e9 Mar\u00eda Luna","orcid":"https://orcid.org/0000-0003-3537-2931"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Mar\u00eda Luna","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033238429","display_name":"Sebasti\u00e1n Ventura","orcid":"https://orcid.org/0000-0003-4216-6378"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sebasti\u00e1n Ventura","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I53110688"],"apc_list":null,"apc_paid":null,"fwci":0.1132,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.38369293,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9984999895095825,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9855999946594238,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/symbolic-regression","display_name":"Symbolic regression","score":0.8551586866378784},{"id":"https://openalex.org/keywords/gene-expression-programming","display_name":"Gene expression programming","score":0.827114999294281},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.8254309892654419},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6897575855255127},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.641588568687439},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5347147583961487},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5140975117683411},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48555347323417664},{"id":"https://openalex.org/keywords/chromosome","display_name":"Chromosome","score":0.47991928458213806},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.45101314783096313},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44094857573509216},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.4366072714328766},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.436015248298645},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41348108649253845},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.17864906787872314},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16434860229492188},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08991774916648865},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07912066578865051}],"concepts":[{"id":"https://openalex.org/C2776400721","wikidata":"https://www.wikidata.org/wiki/Q18171762","display_name":"Symbolic regression","level":3,"score":0.8551586866378784},{"id":"https://openalex.org/C6980683","wikidata":"https://www.wikidata.org/wiki/Q5531551","display_name":"Gene expression programming","level":2,"score":0.827114999294281},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.8254309892654419},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6897575855255127},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.641588568687439},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5347147583961487},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5140975117683411},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48555347323417664},{"id":"https://openalex.org/C30481170","wikidata":"https://www.wikidata.org/wiki/Q37748","display_name":"Chromosome","level":3,"score":0.47991928458213806},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.45101314783096313},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44094857573509216},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.4366072714328766},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.436015248298645},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41348108649253845},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.17864906787872314},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16434860229492188},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08991774916648865},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07912066578865051},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3230905.3230910","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3230905.3230910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1501347617","https://openalex.org/W1576818901","https://openalex.org/W1705571462","https://openalex.org/W1842390604","https://openalex.org/W1969885422","https://openalex.org/W1970505246","https://openalex.org/W2009392275","https://openalex.org/W2016944307","https://openalex.org/W2028967273","https://openalex.org/W2051808767","https://openalex.org/W2121044470","https://openalex.org/W2122347864","https://openalex.org/W2126117263","https://openalex.org/W2128904081","https://openalex.org/W2135014341","https://openalex.org/W2148901023","https://openalex.org/W2157024002","https://openalex.org/W2161082510","https://openalex.org/W2162421262","https://openalex.org/W2283039974","https://openalex.org/W2562150744","https://openalex.org/W2563881218","https://openalex.org/W2718193527","https://openalex.org/W2726719681","https://openalex.org/W2738127235","https://openalex.org/W2779104127","https://openalex.org/W3124484778","https://openalex.org/W4252684946","https://openalex.org/W4319215637","https://openalex.org/W6683131423"],"related_works":["https://openalex.org/W2381504162","https://openalex.org/W1567571923","https://openalex.org/W2046524609","https://openalex.org/W2472646430","https://openalex.org/W2968285896","https://openalex.org/W2610450612","https://openalex.org/W1971409410","https://openalex.org/W2126117263","https://openalex.org/W2366725522","https://openalex.org/W149510243"],"abstract_inverted_index":{"The":[0,104,134],"study":[1],"of":[2,20,57,63,65,72,87,115,121,127,140],"problems":[3],"that":[4,68,97],"involve":[5],"data":[6],"examples":[7],"associated":[8],"with":[9,84],"multiple":[10],"targets":[11],"at":[12],"the":[13,23,38,47,55,78,82,108,112,125,128,138,141,148],"same":[14],"time":[15],"has":[16],"gained":[17],"a":[18,30,58,70,85,94,101],"lot":[19],"attention":[21],"in":[22],"past":[24],"few":[25],"years.":[26],"In":[27],"this":[28],"work,":[29],"method":[31,45],"based":[32],"on":[33],"gene":[34,92,142],"expression":[35,96,143],"programming":[36,144],"for":[37,51],"multi-target":[39,52,79,149],"regression":[40,49,150],"problem":[41,50],"is":[42,98],"proposed.":[43],"This":[44],"solves":[46],"symbolic":[48],"contexts,":[53],"allowing":[54],"construction":[56],"model,":[59],"without":[60],"previous":[61],"knowledge":[62],"any":[64],"its":[66],"elements,":[67],"fits":[69],"set":[71],"cases.":[73],"Our":[74],"proposal":[75],"directly":[76],"handles":[77],"data,":[80],"encoding":[81],"individuals":[83],"chromosome":[86],"several":[88],"genes,":[89],"where":[90],"each":[91],"constructs":[93],"mathematical":[95],"related":[99],"to":[100,146],"target":[102,132],"variable.":[103],"operators":[105],"used":[106],"into":[107],"evolutionary":[109],"process":[110],"enable":[111],"constant":[113],"creation":[114],"new":[116],"genetic":[117],"material,":[118],"and":[119],"some":[120],"them":[122],"may":[123],"favour":[124],"detection":[126],"existing":[129],"dependencies":[130],"between":[131],"variables.":[133],"experimental":[135],"stage":[136],"showed":[137],"benefits":[139],"paradigm":[145],"solve":[147],"problem.":[151]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}