{"id":"https://openalex.org/W2886482059","doi":"https://doi.org/10.1007/978-3-319-98702-6_24","title":"A Genetic Programming Approach Applied to Feature Selection from Medical Data","display_name":"A Genetic Programming Approach Applied to Feature Selection from Medical Data","publication_year":2018,"publication_date":"2018-08-16","ids":{"openalex":"https://openalex.org/W2886482059","doi":"https://doi.org/10.1007/978-3-319-98702-6_24","mag":"2886482059"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-98702-6_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-98702-6_24","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5027293790","display_name":"Jos\u00e9 A. Castellanos-Garz\u00f3n","orcid":"https://orcid.org/0000-0002-9452-1477"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]},{"id":"https://openalex.org/I4210134045","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de Salamanca","ror":"https://ror.org/03em6xj44","country_code":"ES","type":"facility","lineage":["https://openalex.org/I184999862","https://openalex.org/I184999862","https://openalex.org/I4210099034","https://openalex.org/I4210134045"]},{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["ES","PT"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 A. Castellanos-Garz\u00f3n","raw_affiliation_strings":["CISUC, ECOS Research Group, P\u00f3lo II - Pinhal de Marrocos, University of Coimbra, 3030-290, Coimbra, Portugal","IBSAL/BISITE Research Group, Edificio I+D+i USAL, University of Salamanca, C/ Espejo s/n, 37007, Salamanca, Spain"],"affiliations":[{"raw_affiliation_string":"CISUC, ECOS Research Group, P\u00f3lo II - Pinhal de Marrocos, University of Coimbra, 3030-290, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"IBSAL/BISITE Research Group, Edificio I+D+i USAL, University of Salamanca, C/ Espejo s/n, 37007, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862","https://openalex.org/I4210134045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108649376","display_name":"Juan Ramos","orcid":"https://orcid.org/0000-0002-9452-1477"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]},{"id":"https://openalex.org/I4210134045","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de Salamanca","ror":"https://ror.org/03em6xj44","country_code":"ES","type":"facility","lineage":["https://openalex.org/I184999862","https://openalex.org/I184999862","https://openalex.org/I4210099034","https://openalex.org/I4210134045"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Ramos","raw_affiliation_strings":["IBSAL/BISITE Research Group, Edificio I+D+i USAL, University of Salamanca, C/ Espejo s/n, 37007, Salamanca, Spain"],"affiliations":[{"raw_affiliation_string":"IBSAL/BISITE Research Group, Edificio I+D+i USAL, University of Salamanca, C/ Espejo s/n, 37007, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862","https://openalex.org/I4210134045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066884842","display_name":"Yeray Mezquita","orcid":"https://orcid.org/0000-0003-4813-4043"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]},{"id":"https://openalex.org/I4210134045","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de Salamanca","ror":"https://ror.org/03em6xj44","country_code":"ES","type":"facility","lineage":["https://openalex.org/I184999862","https://openalex.org/I184999862","https://openalex.org/I4210099034","https://openalex.org/I4210134045"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Yeray Mezquita Mart\u00edn","raw_affiliation_strings":["IBSAL/BISITE Research Group, Edificio I+D+i USAL, University of Salamanca, C/ Espejo s/n, 37007, Salamanca, Spain"],"affiliations":[{"raw_affiliation_string":"IBSAL/BISITE Research Group, Edificio I+D+i USAL, University of Salamanca, C/ Espejo s/n, 37007, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862","https://openalex.org/I4210134045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086486709","display_name":"Juan F. De Paz","orcid":"https://orcid.org/0000-0001-9461-7922"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]},{"id":"https://openalex.org/I4210134045","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de Salamanca","ror":"https://ror.org/03em6xj44","country_code":"ES","type":"facility","lineage":["https://openalex.org/I184999862","https://openalex.org/I184999862","https://openalex.org/I4210099034","https://openalex.org/I4210134045"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan F. de Paz","raw_affiliation_strings":["Departamento de Inform\u00e1tica y Autom\u00e1tica, Facultad de Ciencias, Universidad de Salamanca, Salamanca, Spain","IBSAL/BISITE Research Group, Edificio I+D+i USAL, University of Salamanca, C/ Espejo s/n, 37007, Salamanca, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica y Autom\u00e1tica, Facultad de Ciencias, Universidad de Salamanca, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]},{"raw_affiliation_string":"IBSAL/BISITE Research Group, Edificio I+D+i USAL, University of Salamanca, C/ Espejo s/n, 37007, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862","https://openalex.org/I4210134045"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038632445","display_name":"Ernesto Costa","orcid":"https://orcid.org/0000-0002-8460-4033"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ernesto Costa","raw_affiliation_strings":["CISUC, ECOS Research Group, P\u00f3lo II - Pinhal de Marrocos, University of Coimbra, 3030-290, Coimbra, Portugal"],"affiliations":[{"raw_affiliation_string":"CISUC, ECOS Research Group, P\u00f3lo II - Pinhal de Marrocos, University of Coimbra, 3030-290, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5027293790"],"corresponding_institution_ids":["https://openalex.org/I184999862","https://openalex.org/I4210134045","https://openalex.org/I76903346"],"apc_list":null,"apc_paid":null,"fwci":0.8145,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76374146,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"200","last_page":"207"},"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":0.993399977684021,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9800000190734863,"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":0.8757809996604919},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7457263469696045},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6107350587844849},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5895317792892456},{"id":"https://openalex.org/keywords/rule-induction","display_name":"Rule induction","score":0.551512598991394},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.544420599937439},{"id":"https://openalex.org/keywords/evolutionary-programming","display_name":"Evolutionary programming","score":0.47846364974975586},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.47527995705604553},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.43614310026168823},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.41640353202819824},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3916499614715576}],"concepts":[{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.8757809996604919},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7457263469696045},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6107350587844849},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5895317792892456},{"id":"https://openalex.org/C2776780472","wikidata":"https://www.wikidata.org/wiki/Q7378945","display_name":"Rule induction","level":2,"score":0.551512598991394},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.544420599937439},{"id":"https://openalex.org/C121835503","wikidata":"https://www.wikidata.org/wiki/Q2596288","display_name":"Evolutionary programming","level":3,"score":0.47846364974975586},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.47527995705604553},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.43614310026168823},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.41640353202819824},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3916499614715576},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-98702-6_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-98702-6_24","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"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":38,"referenced_works":["https://openalex.org/W123738714","https://openalex.org/W208030025","https://openalex.org/W215792497","https://openalex.org/W1231053678","https://openalex.org/W1492148460","https://openalex.org/W1526441817","https://openalex.org/W1527282796","https://openalex.org/W1545302199","https://openalex.org/W1570448133","https://openalex.org/W1591701931","https://openalex.org/W1969557815","https://openalex.org/W1990453878","https://openalex.org/W2022849555","https://openalex.org/W2023437071","https://openalex.org/W2084812512","https://openalex.org/W2098740506","https://openalex.org/W2100548522","https://openalex.org/W2119777701","https://openalex.org/W2129785984","https://openalex.org/W2146713522","https://openalex.org/W2148728833","https://openalex.org/W2150001682","https://openalex.org/W2151684171","https://openalex.org/W2152516279","https://openalex.org/W2157825465","https://openalex.org/W2158934641","https://openalex.org/W2164959040","https://openalex.org/W2169761118","https://openalex.org/W2408511648","https://openalex.org/W2461483210","https://openalex.org/W2489066590","https://openalex.org/W2494594098","https://openalex.org/W2508357053","https://openalex.org/W2592822923","https://openalex.org/W3023540311","https://openalex.org/W4211035976","https://openalex.org/W4232638001","https://openalex.org/W4234556776"],"related_works":["https://openalex.org/W2091246427","https://openalex.org/W1556450089","https://openalex.org/W2149812765","https://openalex.org/W3128775364","https://openalex.org/W1976402472","https://openalex.org/W1554328453","https://openalex.org/W57385547","https://openalex.org/W2121558603","https://openalex.org/W1519798451","https://openalex.org/W2047241643"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}
