{"id":"https://openalex.org/W2089217634","doi":"https://doi.org/10.1007/s10723-014-9313-8","title":"Enhancing Regression Models for Complex Systems Using Evolutionary Techniques for Feature Engineering","display_name":"Enhancing Regression Models for Complex Systems Using Evolutionary Techniques for Feature Engineering","publication_year":2014,"publication_date":"2014-09-26","ids":{"openalex":"https://openalex.org/W2089217634","doi":"https://doi.org/10.1007/s10723-014-9313-8","mag":"2089217634"},"language":"en","primary_location":{"id":"doi:10.1007/s10723-014-9313-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10723-014-9313-8","pdf_url":null,"source":{"id":"https://openalex.org/S140218187","display_name":"Journal of Grid Computing","issn_l":"1570-7873","issn":["1570-7873","1572-9184"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Grid Computing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2407.00001","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085179161","display_name":"Patricia Arroba","orcid":"https://orcid.org/0000-0002-0587-997X"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Patricia Arroba","raw_affiliation_strings":["Electronic Engineering Department, Technical University of Madrid, Madrid, 28040, Spain","Electronic Engineering Department, Technical University of Madrid, Madrid, Spain 28040#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Engineering Department, Technical University of Madrid, Madrid, 28040, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"Electronic Engineering Department, Technical University of Madrid, Madrid, Spain 28040#TAB#","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037472661","display_name":"Jos\u00e9 L. Risco\u2010Mart\u00edn","orcid":"https://orcid.org/0000-0002-3127-6507"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 L. Risco-Mart\u00edn","raw_affiliation_strings":["DACYA, Complutense University of Madrid, Madrid, 28040, Spain","DACYA, Complutense University of Madrid, Madrid, Spain 28040#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DACYA, Complutense University of Madrid, Madrid, 28040, Spain","institution_ids":["https://openalex.org/I121748325"]},{"raw_affiliation_string":"DACYA, Complutense University of Madrid, Madrid, Spain 28040#TAB#","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050801793","display_name":"Marina Zapater","orcid":"https://orcid.org/0000-0002-6971-1965"},"institutions":[{"id":"https://openalex.org/I118091203","display_name":"Universidad San Pablo CEU","ror":"https://ror.org/00tvate34","country_code":"ES","type":"education","lineage":["https://openalex.org/I118091203","https://openalex.org/I2801318690"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marina Zapater","raw_affiliation_strings":["CEI Campus Moncloa UCM-UPM, Madrid, 28040, Spain","CEI Campus Moncloa UCM-UPM, Madrid, Spain 28040#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEI Campus Moncloa UCM-UPM, Madrid, 28040, Spain","institution_ids":["https://openalex.org/I118091203"]},{"raw_affiliation_string":"CEI Campus Moncloa UCM-UPM, Madrid, Spain 28040#TAB#","institution_ids":["https://openalex.org/I118091203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108005137","display_name":"Jos\u00e9 M. Moya","orcid":"https://orcid.org/0000-0001-7926-9384"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 M. Moya","raw_affiliation_strings":["Electronic Engineering Department, Technical University of Madrid, Madrid, 28040, Spain","Electronic Engineering Department, Technical University of Madrid, Madrid, Spain 28040#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Engineering Department, Technical University of Madrid, Madrid, 28040, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"Electronic Engineering Department, Technical University of Madrid, Madrid, Spain 28040#TAB#","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067064660","display_name":"Jos\u00e9 L. Ayala","orcid":"https://orcid.org/0000-0001-7236-5330"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 L. Ayala","raw_affiliation_strings":["DACYA, Complutense University of Madrid, Madrid, 28040, Spain","DACYA, Complutense University of Madrid, Madrid, Spain 28040#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DACYA, Complutense University of Madrid, Madrid, 28040, Spain","institution_ids":["https://openalex.org/I121748325"]},{"raw_affiliation_string":"DACYA, Complutense University of Madrid, Madrid, Spain 28040#TAB#","institution_ids":["https://openalex.org/I121748325"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5085179161"],"corresponding_institution_ids":["https://openalex.org/I88060688"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":2.8993,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.92173342,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"13","issue":"3","first_page":"409","last_page":"423"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9966999888420105,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.8150202035903931},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7037848830223083},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.5305973291397095},{"id":"https://openalex.org/keywords/symbolic-regression","display_name":"Symbolic regression","score":0.5047074556350708},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5001969337463379},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4966273903846741},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4653734862804413},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.359852135181427},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3501259982585907},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.19415974617004395},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.12340164184570312}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8150202035903931},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7037848830223083},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.5305973291397095},{"id":"https://openalex.org/C2776400721","wikidata":"https://www.wikidata.org/wiki/Q18171762","display_name":"Symbolic regression","level":3,"score":0.5047074556350708},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5001969337463379},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4966273903846741},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4653734862804413},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.359852135181427},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3501259982585907},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.19415974617004395},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.12340164184570312},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.1007/s10723-014-9313-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10723-014-9313-8","pdf_url":null,"source":{"id":"https://openalex.org/S140218187","display_name":"Journal of Grid Computing","issn_l":"1570-7873","issn":["1570-7873","1572-9184"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Grid Computing","raw_type":"journal-article"},{"id":"pmh:oai:oa.upm.es:35716","is_oa":false,"landing_page_url":"https://oa.upm.es/35716/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402421","display_name":"Archivo Digital UPM (Universidad Polit\u00e9cnica de Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I88060688","host_organization_name":"Universidad Polit\u00e9cnica de Madrid","host_organization_lineage":["https://openalex.org/I88060688"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Journal of Grid Computing, ISSN 1570-7873, 2014-09","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:arXiv.org:2407.00001","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2407.00001","pdf_url":"https://arxiv.org/pdf/2407.00001","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:dnet:archivodigit::368dea9f87ea48518ddad799dac617f2","is_oa":true,"landing_page_url":"http://oa.upm.es/35716/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Grid Computing, ISSN 1570-7873, 2014-09","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dnet:eprintscompl::e162cc98a1163f7ee7d161c5262a467a","is_oa":true,"landing_page_url":"https://eprints.ucm.es/id/eprint/30960/1/JGridComputing2014.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"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":"info:eu-repo/semantics/article"},{"id":"pmh:oai:hesso.tind.io:8894","is_oa":false,"landing_page_url":"http://arodes.hes-so.ch/record/8894","pdf_url":null,"source":{"id":"https://openalex.org/S4306402432","display_name":"ArODES (HES-SO (https://www.hes-so.ch/))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210088449","host_organization_name":"HES-SO Gen\u00e8ve","host_organization_lineage":["https://openalex.org/I4210088449"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arodes.hes-so.ch/record/8894","raw_type":"Text"},{"id":"pmh:oai:www.ucm.es:30960","is_oa":true,"landing_page_url":"http://eprints.ucm.es/30960/1/JGridComputing2014.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400298","display_name":"Library Open Repository (Universidad Complutense Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I121748325","host_organization_name":"Universidad Complutense de Madrid","host_organization_lineage":["https://openalex.org/I121748325"],"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":"info:eu-repo/semantics/article"},{"id":"doi:10.5281/zenodo.12696858","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.12696858","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2407.00001","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2407.00001","pdf_url":"https://arxiv.org/pdf/2407.00001","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.550000011920929,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G5322340857","display_name":null,"funder_award_id":"JP22K03639","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G5727059807","display_name":null,"funder_award_id":"TEC2012-33892","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"}],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2089217634.pdf","grobid_xml":"https://content.openalex.org/works/W2089217634.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W30842441","https://openalex.org/W1509859618","https://openalex.org/W1540810403","https://openalex.org/W1593481303","https://openalex.org/W1639032689","https://openalex.org/W1937843148","https://openalex.org/W1971952282","https://openalex.org/W2002072104","https://openalex.org/W2002454301","https://openalex.org/W2004617458","https://openalex.org/W2014070197","https://openalex.org/W2014614796","https://openalex.org/W2036853599","https://openalex.org/W2039568841","https://openalex.org/W2045590366","https://openalex.org/W2046609661","https://openalex.org/W2096712698","https://openalex.org/W2101221989","https://openalex.org/W2105217850","https://openalex.org/W2105347620","https://openalex.org/W2121162457","https://openalex.org/W2124853018","https://openalex.org/W2135046866","https://openalex.org/W2146203551","https://openalex.org/W2162462435","https://openalex.org/W2170602308","https://openalex.org/W2171935755","https://openalex.org/W2296218809","https://openalex.org/W2904250082","https://openalex.org/W2997622231","https://openalex.org/W3128780189","https://openalex.org/W4242123872","https://openalex.org/W4293186481","https://openalex.org/W6602705565"],"related_works":["https://openalex.org/W2394133867","https://openalex.org/W280605544","https://openalex.org/W2176963978","https://openalex.org/W1567571923","https://openalex.org/W4319653604","https://openalex.org/W4389372248","https://openalex.org/W2019081667","https://openalex.org/W4384024946","https://openalex.org/W4244478748","https://openalex.org/W2472646430"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-03T08:13:44.112507","created_date":"2016-06-24T00:00:00"}
