{"id":"https://openalex.org/W4226349224","doi":"https://doi.org/10.1007/978-3-031-02056-8_14","title":"Creating Diverse Ensembles for\u00a0Classification with\u00a0Genetic Programming and\u00a0Neuro-MAP-Elites","display_name":"Creating Diverse Ensembles for\u00a0Classification with\u00a0Genetic Programming and\u00a0Neuro-MAP-Elites","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4226349224","doi":"https://doi.org/10.1007/978-3-031-02056-8_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-02056-8_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-02056-8_14","pdf_url":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060773359","display_name":"Kyle Nickerson","orcid":"https://orcid.org/0000-0001-7547-9798"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Kyle Nickerson","raw_affiliation_strings":["Memorial University of Newfoundland, St. John\u2019s, NL, Canada","Memorial University of Newfoundland, St. John's, NL, Canada"],"affiliations":[{"raw_affiliation_string":"Memorial University of Newfoundland, St. John\u2019s, NL, Canada","institution_ids":["https://openalex.org/I130438778"]},{"raw_affiliation_string":"Memorial University of Newfoundland, St. John's, NL, Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003773985","display_name":"Antonina Kolokolova","orcid":null},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Antonina Kolokolova","raw_affiliation_strings":["Memorial University of Newfoundland, St. John\u2019s, NL, Canada","Memorial University of Newfoundland, St. John's, NL, Canada"],"affiliations":[{"raw_affiliation_string":"Memorial University of Newfoundland, St. John\u2019s, NL, Canada","institution_ids":["https://openalex.org/I130438778"]},{"raw_affiliation_string":"Memorial University of Newfoundland, St. John's, NL, Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075046931","display_name":"Ting Hu","orcid":"https://orcid.org/0000-0001-6382-0602"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ting Hu","raw_affiliation_strings":["School of Computing, Queen\u2019s University, Kingston, ON, Canada","School of Computing, Queen's University, Kingston, ON, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computing, Queen\u2019s University, Kingston, ON, Canada","institution_ids":["https://openalex.org/I204722609"]},{"raw_affiliation_string":"School of Computing, Queen's University, Kingston, ON, Canada","institution_ids":["https://openalex.org/I204722609"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060773359"],"corresponding_institution_ids":["https://openalex.org/I130438778"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.3715,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82454361,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"212","last_page":"227"},"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":0.9988999962806702,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9947999715805054,"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":0.815172016620636},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7709667682647705},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.620771586894989},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5904734134674072},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5401543378829956},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5372630953788757},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.535222053527832},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.48607805371284485},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4609648883342743}],"concepts":[{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.815172016620636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7709667682647705},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.620771586894989},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5904734134674072},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5401543378829956},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5372630953788757},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.535222053527832},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.48607805371284485},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4609648883342743},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-02056-8_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-02056-8_14","pdf_url":null,"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":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1551110077","https://openalex.org/W1738827650","https://openalex.org/W1795093649","https://openalex.org/W2061011797","https://openalex.org/W2072918701","https://openalex.org/W2100495367","https://openalex.org/W2106748422","https://openalex.org/W2111935653","https://openalex.org/W2127503687","https://openalex.org/W2151083897","https://openalex.org/W2164305954","https://openalex.org/W2167055186","https://openalex.org/W2548695521","https://openalex.org/W2593649365","https://openalex.org/W2739858255","https://openalex.org/W2753738274","https://openalex.org/W2787894218","https://openalex.org/W2911964244","https://openalex.org/W2955385686","https://openalex.org/W2960352216","https://openalex.org/W2975737831","https://openalex.org/W2976883600","https://openalex.org/W3022192067","https://openalex.org/W3139392493","https://openalex.org/W3164474166","https://openalex.org/W3173602162","https://openalex.org/W4254979853","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2091246427","https://openalex.org/W4287902169","https://openalex.org/W3001638574","https://openalex.org/W2029013302","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W1589480767","https://openalex.org/W85101999","https://openalex.org/W1560122427","https://openalex.org/W2391924736"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}