{"id":"https://openalex.org/W3038373337","doi":"https://doi.org/10.1145/3377930.3389846","title":"Unlabeled multi-target regression with genetic programming","display_name":"Unlabeled multi-target regression with genetic programming","publication_year":2020,"publication_date":"2020-06-25","ids":{"openalex":"https://openalex.org/W3038373337","doi":"https://doi.org/10.1145/3377930.3389846","mag":"3038373337"},"language":"en","primary_location":{"id":"doi:10.1145/3377930.3389846","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3377930.3389846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10362/142123","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041631204","display_name":"Uriel L\u00f3pez","orcid":null},"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"]},{"id":"https://openalex.org/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"funder","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4413696010"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Uriel L\u00f3pez","raw_affiliation_strings":["Tecnol\u00f3gico Nacional de M\u00e9xico, Tijuana, BC, Mexico"],"affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico Nacional de M\u00e9xico, Tijuana, BC, Mexico","institution_ids":["https://openalex.org/I4210118730","https://openalex.org/I4210090124"]}]},{"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/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"funder","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4413696010"]},{"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":["Tecnol\u00f3gico Nacional de M\u00e9xico, Tijuana, BC, Mexico"],"affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico Nacional de M\u00e9xico, Tijuana, BC, Mexico","institution_ids":["https://openalex.org/I4210118730","https://openalex.org/I4210090124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100694882","display_name":"Sara Silva","orcid":"https://orcid.org/0000-0001-8223-4799"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I4210105462","display_name":"Lus\u00edada University of Lisbon","ror":"https://ror.org/00zjprf31","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210105462","https://openalex.org/I4401200244"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Sara Silva","raw_affiliation_strings":["Universidade de Lisboa, Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"Universidade de Lisboa, Lisboa, Portugal","institution_ids":["https://openalex.org/I4210105462","https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056916227","display_name":"Leonardo Vanneschi","orcid":"https://orcid.org/0000-0003-4732-3328"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Leonardo Vanneschi","raw_affiliation_strings":["Universidade Nova de Lisboa, Lisboa, Portugal and Universidade de Lisboa, Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"Universidade Nova de Lisboa, Lisboa, Portugal and Universidade de Lisboa, Lisboa, Portugal","institution_ids":["https://openalex.org/I83558840","https://openalex.org/I141596103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009857677","display_name":"Pierrick Legrand","orcid":null},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierrick Legrand","raw_affiliation_strings":["University of Bordeaux, France"],"affiliations":[{"raw_affiliation_string":"University of Bordeaux, France","institution_ids":["https://openalex.org/I15057530"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5041631204"],"corresponding_institution_ids":["https://openalex.org/I4210090124","https://openalex.org/I4210118730"],"apc_list":null,"apc_paid":null,"fwci":0.1359,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.54752538,"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":"976","last_page":"984"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.998199999332428,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.998199999332428,"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/T10057","display_name":"Face and Expression Recognition","score":0.989300012588501,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9869999885559082,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.7301315069198608},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7001760005950928},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5564789175987244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5513654351234436},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.5123844742774963},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5024752616882324},{"id":"https://openalex.org/keywords/tuple","display_name":"Tuple","score":0.49425554275512695},{"id":"https://openalex.org/keywords/oracle","display_name":"Oracle","score":0.4782090187072754},{"id":"https://openalex.org/keywords/ransac","display_name":"RANSAC","score":0.44515663385391235},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.420976847410202},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18163245916366577}],"concepts":[{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7301315069198608},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7001760005950928},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5564789175987244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5513654351234436},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.5123844742774963},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5024752616882324},{"id":"https://openalex.org/C118930307","wikidata":"https://www.wikidata.org/wiki/Q600590","display_name":"Tuple","level":2,"score":0.49425554275512695},{"id":"https://openalex.org/C55166926","wikidata":"https://www.wikidata.org/wiki/Q2892946","display_name":"Oracle","level":2,"score":0.4782090187072754},{"id":"https://openalex.org/C114744707","wikidata":"https://www.wikidata.org/wiki/Q218533","display_name":"RANSAC","level":3,"score":0.44515663385391235},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.420976847410202},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18163245916366577},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/3377930.3389846","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3377930.3389846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02551154v1","is_oa":false,"landing_page_url":"https://inria.hal.science/hal-02551154","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"GECCO 2020 - The Genetic and Evolutionary Computation Conference, Jul 2020, Cancun, Mexico","raw_type":"Conference papers"},{"id":"pmh:oai:oskar-bordeaux.fr:20.500.12278/192324","is_oa":false,"landing_page_url":"https://oskar-bordeaux.fr/handle/20.500.12278/192324","pdf_url":null,"source":{"id":"https://openalex.org/S4306402569","display_name":"Oskar-Bordeaux (Universite de Bordeaux)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Communication dans un congr\u00e8s"},{"id":"pmh:oai:oskar-bordeaux.fr:20.500.12278/8759","is_oa":false,"landing_page_url":"https://oskar-bordeaux.fr/handle/20.500.12278/8759","pdf_url":null,"source":{"id":"https://openalex.org/S4306402569","display_name":"Oskar-Bordeaux (Universite de Bordeaux)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Communication dans un congr\u00e8s avec actes"},{"id":"pmh:oai:run.unl.pt:10362/142123","is_oa":true,"landing_page_url":"http://hdl.handle.net/10362/142123","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null}],"best_oa_location":{"id":"pmh:oai:run.unl.pt:10362/142123","is_oa":true,"landing_page_url":"http://hdl.handle.net/10362/142123","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2089664753","display_name":null,"funder_award_id":"UIDB/00408/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3081380025","display_name":null,"funder_award_id":"project","funder_id":"https://openalex.org/F4320321739","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda"},{"id":"https://openalex.org/G3272457656","display_name":null,"funder_award_id":"UIDB/","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G5454278309","display_name":null,"funder_award_id":"/2017","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G6235307132","display_name":null,"funder_award_id":"PTDC/CTA-AMB/30056/2017","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G6299983296","display_name":null,"funder_award_id":"PTDC/","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G679666962","display_name":null,"funder_award_id":"PTDC/CCI-CIF/29877/2017","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G6926593413","display_name":null,"funder_award_id":"PTDC/CCI-INF/29168/2017","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G7027056827","display_name":null,"funder_award_id":"DSAIPA/DS/0113/2019","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G7123044299","display_name":null,"funder_award_id":"PTDC/ASP-PLA/28726/2017","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G7448362971","display_name":null,"funder_award_id":"DSAIPA/DS/0022/2018","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G8535231565","display_name":null,"funder_award_id":"PTDC/CCI-CIF/29877/2017,","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2034068348","https://openalex.org/W2070808135","https://openalex.org/W2085261163","https://openalex.org/W2122347864","https://openalex.org/W2283039974","https://openalex.org/W2604767342","https://openalex.org/W2865062175","https://openalex.org/W2933411141","https://openalex.org/W2990138404","https://openalex.org/W3124484778","https://openalex.org/W6678152483"],"related_works":["https://openalex.org/W2131378265","https://openalex.org/W2984240274","https://openalex.org/W3107042705","https://openalex.org/W2115876589","https://openalex.org/W2981196697","https://openalex.org/W3083084699","https://openalex.org/W3012182724","https://openalex.org/W2091943821","https://openalex.org/W1981956918","https://openalex.org/W2050463416"],"abstract_inverted_index":{"Machine":[0],"Learning":[1],"(ML)":[2],"has":[3],"now":[4],"become":[5],"an":[6,109],"important":[7],"and":[8,13,31,107,129],"ubiquitous":[9],"tool":[10],"in":[11,18,27],"science":[12],"engineering,":[14],"with":[15,38],"successful":[16],"applications":[17],"many":[19],"real-world":[20],"domains.":[21],"However,":[22],"there":[23],"are":[24,34,141],"still":[25,35],"areas":[26],"need":[28],"of":[29,58,71,83,92,98,105,137],"improvement,":[30],"problems":[32],"that":[33,145],"considered":[36],"difficult":[37,69],"off-the-shelf":[39],"methods.":[40],"One":[41],"such":[42],"problem":[43,73,100,111],"is":[44,53,87],"Multi":[45],"Target":[46],"Regression":[47],"(MTR),":[48],"where":[49,80],"the":[50,81,84,93,99,103,151],"target":[51,85],"variable":[52],"a":[54,59,67,117,122,135],"multidimensional":[55],"tuple":[56],"instead":[57],"scalar":[60],"value.":[61],"In":[62],"this":[63,72,114,146],"work,":[64],"we":[65,75,140],"propose":[66],"more":[68],"variant":[70],"which":[74],"call":[76],"Unlabeled":[77],"MTR":[78,106],"(uMTR),":[79],"structure":[82],"space":[86],"not":[88],"given":[89],"as":[90],"part":[91],"training":[94],"data.":[95],"This":[96],"version":[97],"lies":[101],"at":[102],"intersection":[104],"clustering,":[108],"unexplored":[110],"type.":[112],"Moreover,":[113],"work":[115],"proposes":[116],"solution":[118],"method":[119],"for":[120],"uMTR,":[121],"hybrid":[123],"algorithm":[124],"based":[125],"on":[126],"Genetic":[127],"Programming":[128],"RANdom":[130],"SAmple":[131],"Consensus":[132],"(RANSAC).":[133],"Using":[134],"set":[136],"benchmark":[138],"problems,":[139],"able":[142],"to":[143],"show":[144],"approach":[147],"can":[148],"effectively":[149],"solve":[150],"uMTR":[152],"problem.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
