{"id":"https://openalex.org/W204456821","doi":"https://doi.org/10.1007/978-3-642-41822-8_2","title":"Genetic Programming of Heterogeneous Ensembles for Classification","display_name":"Genetic Programming of Heterogeneous Ensembles for Classification","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W204456821","doi":"https://doi.org/10.1007/978-3-642-41822-8_2","mag":"204456821"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-41822-8_2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-41822-8_2","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-41822-8_2.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-41822-8_2.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076464455","display_name":"Hugo Jair Escalante","orcid":"https://orcid.org/0000-0003-4603-3513"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Hugo Jair Escalante","raw_affiliation_strings":["Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica (INAOE), Luis Enrique Erro No. 1, Sta. Mar\u00eda Tonantzintla, Puebla, CP: 72840, Mexico"],"affiliations":[{"raw_affiliation_string":"Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica (INAOE), Luis Enrique Erro No. 1, Sta. Mar\u00eda Tonantzintla, Puebla, CP: 72840, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036722310","display_name":"Niusvel Acosta-Mendoza","orcid":"https://orcid.org/0000-0003-0262-8021"},"institutions":[{"id":"https://openalex.org/I4210095957","display_name":"Advanced Technologies Application Center","ror":"https://ror.org/00pwma409","country_code":"CU","type":"nonprofit","lineage":["https://openalex.org/I4210095957"]},{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["CU","MX"],"is_corresponding":false,"raw_author_name":"Niusvel Acosta-Mendoza","raw_affiliation_strings":["Advanced Technologies Application Center (CENATAV), 7a No. 21406 e/ 214 and 216, Siboney, Playa, CP: 12200, Havana, Cuba","Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica (INAOE), Luis Enrique Erro No. 1, Sta. Mar\u00eda Tonantzintla, Puebla, CP: 72840, Mexico"],"affiliations":[{"raw_affiliation_string":"Advanced Technologies Application Center (CENATAV), 7a No. 21406 e/ 214 and 216, Siboney, Playa, CP: 12200, Havana, Cuba","institution_ids":["https://openalex.org/I4210095957"]},{"raw_affiliation_string":"Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica (INAOE), Luis Enrique Erro No. 1, Sta. Mar\u00eda Tonantzintla, Puebla, CP: 72840, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032447003","display_name":"Alicia Morales-Reyes","orcid":"https://orcid.org/0000-0001-5052-7554"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Alicia Morales-Reyes","raw_affiliation_strings":["Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica (INAOE), Luis Enrique Erro No. 1, Sta. Mar\u00eda Tonantzintla, Puebla, CP: 72840, Mexico"],"affiliations":[{"raw_affiliation_string":"Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica (INAOE), Luis Enrique Erro No. 1, Sta. Mar\u00eda Tonantzintla, Puebla, CP: 72840, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009534889","display_name":"Andr\u00e9s Gago-Alonso","orcid":"https://orcid.org/0000-0001-5725-3410"},"institutions":[{"id":"https://openalex.org/I4210095957","display_name":"Advanced Technologies Application Center","ror":"https://ror.org/00pwma409","country_code":"CU","type":"nonprofit","lineage":["https://openalex.org/I4210095957"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Andr\u00e9s Gago-Alonso","raw_affiliation_strings":["Advanced Technologies Application Center (CENATAV), 7a No. 21406 e/ 214 and 216, Siboney, Playa, CP: 12200, Havana, Cuba"],"affiliations":[{"raw_affiliation_string":"Advanced Technologies Application Center (CENATAV), 7a No. 21406 e/ 214 and 216, Siboney, Playa, CP: 12200, Havana, Cuba","institution_ids":["https://openalex.org/I4210095957"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076464455"],"corresponding_institution_ids":["https://openalex.org/I39824353"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6789,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70802073,"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":"9","last_page":"16"},"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":0.9988999962806702,"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":0.986299991607666,"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/boosting","display_name":"Boosting (machine learning)","score":0.8693982362747192},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7484418749809265},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6675647497177124},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.6505606770515442},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5909250974655151},{"id":"https://openalex.org/keywords/homogeneous","display_name":"Homogeneous","score":0.5222792625427246},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.513599157333374},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4968459904193878},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.46060827374458313},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4253658056259155},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15406399965286255}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.8693982362747192},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7484418749809265},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6675647497177124},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.6505606770515442},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5909250974655151},{"id":"https://openalex.org/C66882249","wikidata":"https://www.wikidata.org/wiki/Q169336","display_name":"Homogeneous","level":2,"score":0.5222792625427246},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.513599157333374},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4968459904193878},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.46060827374458313},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4253658056259155},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15406399965286255},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-41822-8_2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-41822-8_2","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-41822-8_2.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-642-41822-8_2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-41822-8_2","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-41822-8_2.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W204456821.pdf","grobid_xml":"https://content.openalex.org/works/W204456821.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1512465455","https://openalex.org/W1534477342","https://openalex.org/W1538422256","https://openalex.org/W1572943831","https://openalex.org/W1589720045","https://openalex.org/W1654288057","https://openalex.org/W1689508274","https://openalex.org/W1969110479","https://openalex.org/W1973229481","https://openalex.org/W1988790447","https://openalex.org/W1999589609","https://openalex.org/W2078885513","https://openalex.org/W2115629999","https://openalex.org/W2141138420","https://openalex.org/W2149654162","https://openalex.org/W2158934641","https://openalex.org/W2475947838","https://openalex.org/W2911964244","https://openalex.org/W4206237891"],"related_works":["https://openalex.org/W2125652721","https://openalex.org/W1481595788","https://openalex.org/W2905156999","https://openalex.org/W4229460275","https://openalex.org/W4296079469","https://openalex.org/W1987518466","https://openalex.org/W3135046080","https://openalex.org/W3023033471","https://openalex.org/W2809161969","https://openalex.org/W4287902169"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
