{"id":"https://openalex.org/W2007251726","doi":"https://doi.org/10.1023/a:1026032530166","title":"Using a Genetic Algorithm and a Perceptron for Feature Selection and Supervised Class Learning in DNA Microarray Data","display_name":"Using a Genetic Algorithm and a Perceptron for Feature Selection and Supervised Class Learning in DNA Microarray Data","publication_year":2003,"publication_date":"2003-10-01","ids":{"openalex":"https://openalex.org/W2007251726","doi":"https://doi.org/10.1023/a:1026032530166","mag":"2007251726"},"language":"en","primary_location":{"id":"doi:10.1023/a:1026032530166","is_oa":false,"landing_page_url":"https://doi.org/10.1023/a:1026032530166","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"Artificial Intelligence Review","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/A5030788276","display_name":"Michal Karzynski","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089594","display_name":"Spanish National Cancer Research Centre","ror":"https://ror.org/00bvhmc43","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210089594"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Michal Karzynski","raw_affiliation_strings":["Bioinformatics Unit, Centro Nacional de Investigaciones Oncol\u00f3gicas (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain","Bioinformatics Unit, Centro Nacional de Investigaciones Oncol\u00f3gicas (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain#TAB#"],"affiliations":[{"raw_affiliation_string":"Bioinformatics Unit, Centro Nacional de Investigaciones Oncol\u00f3gicas (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain","institution_ids":["https://openalex.org/I4210089594"]},{"raw_affiliation_string":"Bioinformatics Unit, Centro Nacional de Investigaciones Oncol\u00f3gicas (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain#TAB#","institution_ids":["https://openalex.org/I4210089594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021455494","display_name":"\u00c1lvaro Mateos","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132269","display_name":"Centro Nacional de Investigaciones Cient\u00edficas","ror":"https://ror.org/03zxtdc90","country_code":"CU","type":"facility","lineage":["https://openalex.org/I4210132269"]},{"id":"https://openalex.org/I4210089594","display_name":"Spanish National Cancer Research Centre","ror":"https://ror.org/00bvhmc43","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210089594"]}],"countries":["CU","ES"],"is_corresponding":false,"raw_author_name":"\u00c1lvaro Mateos","raw_affiliation_strings":["Bioinformatics Unit, Centro Nacional de Investigaciones Oncol\u00f3gicas (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain","Bioinformatics Unit, Centro Nacional de Investigaciones#TAB#"],"affiliations":[{"raw_affiliation_string":"Bioinformatics Unit, Centro Nacional de Investigaciones Oncol\u00f3gicas (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain","institution_ids":["https://openalex.org/I4210089594"]},{"raw_affiliation_string":"Bioinformatics Unit, Centro Nacional de Investigaciones#TAB#","institution_ids":["https://openalex.org/I4210132269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048365807","display_name":"Javier Herrero","orcid":"https://orcid.org/0000-0001-7313-717X"},"institutions":[{"id":"https://openalex.org/I4210089594","display_name":"Spanish National Cancer Research Centre","ror":"https://ror.org/00bvhmc43","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210089594"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Herrero","raw_affiliation_strings":["Bioinformatics Unit, Centro Nacional de Investigaciones Oncol\u00f3gicas (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain","Bioinformatics Unit, Centro Nacional de Investigaciones Oncol\u00f3gicas (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain#TAB#"],"affiliations":[{"raw_affiliation_string":"Bioinformatics Unit, Centro Nacional de Investigaciones Oncol\u00f3gicas (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain","institution_ids":["https://openalex.org/I4210089594"]},{"raw_affiliation_string":"Bioinformatics Unit, Centro Nacional de Investigaciones Oncol\u00f3gicas (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain#TAB#","institution_ids":["https://openalex.org/I4210089594"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074140420","display_name":"Joaqu\u0131\u0301n Dopazo","orcid":"https://orcid.org/0000-0003-3318-120X"},"institutions":[{"id":"https://openalex.org/I4210089594","display_name":"Spanish National Cancer Research Centre","ror":"https://ror.org/00bvhmc43","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210089594"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Joaqu\u00edn Dopazo","raw_affiliation_strings":["Bioinformatics Unit, Centro Nacional de Investigaciones Oncol\u00f3gicas (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain","Bioinformatics Unit, Centro Nacional de Investigaciones Oncol\u00f3gicas (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain (author for correspondence, e-mail: [email\u00a0protected] ...#TAB#"],"affiliations":[{"raw_affiliation_string":"Bioinformatics Unit, Centro Nacional de Investigaciones Oncol\u00f3gicas (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain","institution_ids":["https://openalex.org/I4210089594"]},{"raw_affiliation_string":"Bioinformatics Unit, Centro Nacional de Investigaciones Oncol\u00f3gicas (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain (author for correspondence, e-mail: [email\u00a0protected] ...#TAB#","institution_ids":["https://openalex.org/I4210089594"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030788276"],"corresponding_institution_ids":["https://openalex.org/I4210089594"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":0.7949,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.68993156,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"20","issue":"1-2","first_page":"39","last_page":"51"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9652000069618225,"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/T10320","display_name":"Neural Networks and Applications","score":0.9510999917984009,"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/computer-science","display_name":"Computer science","score":0.7623326778411865},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6802346706390381},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.6246777176856995},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5971055626869202},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5500579476356506},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5242957472801208},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5069797039031982},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5001575946807861},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.48208314180374146},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4646337330341339},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.41029149293899536},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2715202569961548}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7623326778411865},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6802346706390381},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.6246777176856995},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5971055626869202},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5500579476356506},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5242957472801208},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5069797039031982},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5001575946807861},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.48208314180374146},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4646337330341339},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.41029149293899536},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2715202569961548},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1023/a:1026032530166","is_oa":false,"landing_page_url":"https://doi.org/10.1023/a:1026032530166","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"Artificial Intelligence Review","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":23,"referenced_works":["https://openalex.org/W1491449978","https://openalex.org/W1516680908","https://openalex.org/W1727290854","https://openalex.org/W1967053372","https://openalex.org/W2040613244","https://openalex.org/W2064208261","https://openalex.org/W2087684630","https://openalex.org/W2108728387","https://openalex.org/W2109363337","https://openalex.org/W2125310307","https://openalex.org/W2127544153","https://openalex.org/W2128985829","https://openalex.org/W2130494035","https://openalex.org/W2137540340","https://openalex.org/W2142183404","https://openalex.org/W2144792853","https://openalex.org/W2147246240","https://openalex.org/W2159751674","https://openalex.org/W2163580920","https://openalex.org/W2261215572","https://openalex.org/W4301173492","https://openalex.org/W6629423550","https://openalex.org/W6642181324"],"related_works":["https://openalex.org/W20047544","https://openalex.org/W2076543106","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W2523437662","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2766585573","https://openalex.org/W4387490624"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}