{"id":"https://openalex.org/W4405432229","doi":"https://doi.org/10.1007/s00521-024-10567-7","title":"Feature selection, construction and search space reduction based on genetic programming for high-dimensional datasets","display_name":"Feature selection, construction and search space reduction based on genetic programming for high-dimensional datasets","publication_year":2024,"publication_date":"2024-12-16","ids":{"openalex":"https://openalex.org/W4405432229","doi":"https://doi.org/10.1007/s00521-024-10567-7"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-10567-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-10567-7","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-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/A5034413079","display_name":"David Herrera-S\u00e1nchez","orcid":"https://orcid.org/0009-0004-2037-826X"},"institutions":[{"id":"https://openalex.org/I147280213","display_name":"Universidad Veracruzana","ror":"https://ror.org/03efxn362","country_code":"MX","type":"education","lineage":["https://openalex.org/I147280213"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"David Herrera-S\u00e1nchez","raw_affiliation_strings":["Artificial Intelligence Research Institute, University of Veracruz, Campus Sur, Paseo Lote II, Secci\u00f3n Segunda No.112, 91097, Xalapa, Veracruz, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Institute, University of Veracruz, Campus Sur, Paseo Lote II, Secci\u00f3n Segunda No.112, 91097, Xalapa, Veracruz, M\u00e9xico","institution_ids":["https://openalex.org/I147280213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058469717","display_name":"Efr\u00e9n Mezura\u2010Montes","orcid":"https://orcid.org/0000-0002-1565-5267"},"institutions":[{"id":"https://openalex.org/I147280213","display_name":"Universidad Veracruzana","ror":"https://ror.org/03efxn362","country_code":"MX","type":"education","lineage":["https://openalex.org/I147280213"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Efr\u00e9n Mezura-Montes","raw_affiliation_strings":["Artificial Intelligence Research Institute, University of Veracruz, Campus Sur, Paseo Lote II, Secci\u00f3n Segunda No.112, 91097, Xalapa, Veracruz, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Institute, University of Veracruz, Campus Sur, Paseo Lote II, Secci\u00f3n Segunda No.112, 91097, Xalapa, Veracruz, M\u00e9xico","institution_ids":["https://openalex.org/I147280213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054287457","display_name":"H\u00e9ctor\u2010Gabriel Acosta\u2010Mesa","orcid":"https://orcid.org/0000-0002-0935-7642"},"institutions":[{"id":"https://openalex.org/I147280213","display_name":"Universidad Veracruzana","ror":"https://ror.org/03efxn362","country_code":"MX","type":"education","lineage":["https://openalex.org/I147280213"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"H\u00e9ctor-Gabriel Acosta-Mesa","raw_affiliation_strings":["Artificial Intelligence Research Institute, University of Veracruz, Campus Sur, Paseo Lote II, Secci\u00f3n Segunda No.112, 91097, Xalapa, Veracruz, M\u00e9xico"],"raw_orcid":"https://orcid.org/0000-0002-0935-7642","affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Institute, University of Veracruz, Campus Sur, Paseo Lote II, Secci\u00f3n Segunda No.112, 91097, Xalapa, Veracruz, M\u00e9xico","institution_ids":["https://openalex.org/I147280213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049734343","display_name":"Aldo M\u00e1rquez-Grajales","orcid":"https://orcid.org/0000-0001-9567-2069"},"institutions":[{"id":"https://openalex.org/I147280213","display_name":"Universidad Veracruzana","ror":"https://ror.org/03efxn362","country_code":"MX","type":"education","lineage":["https://openalex.org/I147280213"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Aldo M\u00e1rquez-Grajales","raw_affiliation_strings":["Artificial Intelligence Research Institute, University of Veracruz, Campus Sur, Paseo Lote II, Secci\u00f3n Segunda No.112, 91097, Xalapa, Veracruz, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Institute, University of Veracruz, Campus Sur, Paseo Lote II, Secci\u00f3n Segunda No.112, 91097, Xalapa, Veracruz, M\u00e9xico","institution_ids":["https://openalex.org/I147280213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5054287457"],"corresponding_institution_ids":["https://openalex.org/I147280213"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19860269,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"37","issue":"33","first_page":"27557","last_page":"27574"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":1.0,"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":1.0,"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":0.9986000061035156,"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":0.9900000095367432,"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":0.7755088806152344},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7295043468475342},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6834660768508911},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6532344818115234},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5965054631233215},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5734561085700989},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5421248078346252},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5253072381019592},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5080220699310303},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46661892533302307},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.4268597960472107},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4171135723590851},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.4156908392906189}],"concepts":[{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7755088806152344},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7295043468475342},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6834660768508911},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6532344818115234},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5965054631233215},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5734561085700989},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5421248078346252},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5253072381019592},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5080220699310303},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46661892533302307},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.4268597960472107},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4171135723590851},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.4156908392906189}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-024-10567-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-10567-7","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1556461092","https://openalex.org/W1971414010","https://openalex.org/W2097619956","https://openalex.org/W2111043910","https://openalex.org/W2133462743","https://openalex.org/W2135733427","https://openalex.org/W2141119792","https://openalex.org/W2588792172","https://openalex.org/W2604677623","https://openalex.org/W2897517127","https://openalex.org/W2944258394","https://openalex.org/W2959578563","https://openalex.org/W2987033705","https://openalex.org/W3024333932","https://openalex.org/W3083231746","https://openalex.org/W3137652486","https://openalex.org/W3159431528","https://openalex.org/W3196024174","https://openalex.org/W3216978859","https://openalex.org/W4207030835","https://openalex.org/W4282960680","https://openalex.org/W4285734647","https://openalex.org/W4298001327","https://openalex.org/W4352981345","https://openalex.org/W4383220521","https://openalex.org/W4384575504","https://openalex.org/W4385337066","https://openalex.org/W4401214276","https://openalex.org/W4401414538","https://openalex.org/W6964214299"],"related_works":["https://openalex.org/W2989490741","https://openalex.org/W3092506759","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W20047544","https://openalex.org/W2482165163","https://openalex.org/W3010890513","https://openalex.org/W120741642","https://openalex.org/W138569904","https://openalex.org/W2390914021"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
