{"id":"https://openalex.org/W2792122202","doi":"https://doi.org/10.1016/j.eswa.2018.03.030","title":"Comparison of a genetic algorithm to grammatical evolution for automated design of genetic programming classification algorithms","display_name":"Comparison of a genetic algorithm to grammatical evolution for automated design of genetic programming classification algorithms","publication_year":2018,"publication_date":"2018-03-19","ids":{"openalex":"https://openalex.org/W2792122202","doi":"https://doi.org/10.1016/j.eswa.2018.03.030","mag":"2792122202"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2018.03.030","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5021678878","display_name":"Thambo Nyathi","orcid":"https://orcid.org/0000-0003-4676-6063"},"institutions":[{"id":"https://openalex.org/I95023434","display_name":"University of KwaZulu-Natal","ror":"https://ror.org/04qzfn040","country_code":"ZA","type":"education","lineage":["https://openalex.org/I95023434"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Thambo Nyathi","raw_affiliation_strings":["School of Mathematics, Statistics and Computer Science, University of KwaZulu-Natal, Pietermariztburg Campus, 4 Golf Road, Scottsville, Pietermariztburg, KwaZulu-Natal 3201, South Africa"],"affiliations":[{"raw_affiliation_string":"School of Mathematics, Statistics and Computer Science, University of KwaZulu-Natal, Pietermariztburg Campus, 4 Golf Road, Scottsville, Pietermariztburg, KwaZulu-Natal 3201, South Africa","institution_ids":["https://openalex.org/I95023434"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060039893","display_name":"Nelishia Pillay","orcid":"https://orcid.org/0000-0003-3902-5582"},"institutions":[{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]},{"id":"https://openalex.org/I95023434","display_name":"University of KwaZulu-Natal","ror":"https://ror.org/04qzfn040","country_code":"ZA","type":"education","lineage":["https://openalex.org/I95023434"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Nelishia Pillay","raw_affiliation_strings":["Department of Computer Science, University of Pretoria, Lynnwood Rd, Pretoria 0002, South Africa","School of Mathematics, Statistics and Computer Science, University of KwaZulu-Natal, Pietermariztburg Campus, 4 Golf Road, Scottsville, Pietermariztburg, KwaZulu-Natal 3201, South Africa"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pretoria, Lynnwood Rd, Pretoria 0002, South Africa","institution_ids":["https://openalex.org/I69552723"]},{"raw_affiliation_string":"School of Mathematics, Statistics and Computer Science, University of KwaZulu-Natal, Pietermariztburg Campus, 4 Golf Road, Scottsville, Pietermariztburg, KwaZulu-Natal 3201, South Africa","institution_ids":["https://openalex.org/I95023434"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5021678878"],"corresponding_institution_ids":["https://openalex.org/I95023434"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220,"provenance":"doaj"},"apc_paid":null,"fwci":4.416,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":46,"citation_normalized_percentile":{"value":0.99997,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"104","issue":null,"first_page":"213","last_page":"234"},"is_retracted":false,"is_paratext":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":0.9984,"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":0.9596,"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/grammatical-evolution","display_name":"Grammatical evolution","score":0.5709325},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.5109824},{"id":"https://openalex.org/keywords/multiclass-classification","display_name":"Multiclass classification","score":0.4558945},{"id":"https://openalex.org/keywords/one-class-classification","display_name":"One-class classification","score":0.45129794},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.4407236}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7574458},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.744428},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6842582},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6341489},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.60382414},{"id":"https://openalex.org/C10906938","wikidata":"https://www.wikidata.org/wiki/Q5593687","display_name":"Grammatical evolution","level":3,"score":0.5709325},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.51518095},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.5109824},{"id":"https://openalex.org/C123860398","wikidata":"https://www.wikidata.org/wiki/Q6934605","display_name":"Multiclass classification","level":3,"score":0.4558945},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45207077},{"id":"https://openalex.org/C34872919","wikidata":"https://www.wikidata.org/wiki/Q7092302","display_name":"One-class classification","level":3,"score":0.45129794},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.44921944},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.44095868},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.4407236},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2510469},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08635947}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2018.03.030","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.57}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":104,"referenced_works":["https://openalex.org/W10361040","https://openalex.org/W111307319","https://openalex.org/W119034742","https://openalex.org/W1231053678","https://openalex.org/W1483736078","https://openalex.org/W1494771723","https://openalex.org/W1496687288","https://openalex.org/W1509862535","https://openalex.org/W1512383952","https://openalex.org/W1513386654","https://openalex.org/W1521475723","https://openalex.org/W1527282796","https://openalex.org/W1541288193","https://openalex.org/W1556137908","https://openalex.org/W1565746575","https://openalex.org/W1569757501","https://openalex.org/W1576818901","https://openalex.org/W1586014638","https://openalex.org/W1588435133","https://openalex.org/W1588847046","https://openalex.org/W1593098257","https://openalex.org/W1593481303","https://openalex.org/W1593786356","https://openalex.org/W1594907793","https://openalex.org/W1659842140","https://openalex.org/W1674346578","https://openalex.org/W170632194","https://openalex.org/W1747692387","https://openalex.org/W178407265","https://openalex.org/W1814515812","https://openalex.org/W1825578079","https://openalex.org/W1935550669","https://openalex.org/W1965120561","https://openalex.org/W1967317389","https://openalex.org/W1977466722","https://openalex.org/W1982731868","https://openalex.org/W1992636613","https://openalex.org/W1998264267","https://openalex.org/W2005315509","https://openalex.org/W2021027064","https://openalex.org/W2028492555","https://openalex.org/W2038269312","https://openalex.org/W2049351016","https://openalex.org/W2070376383","https://openalex.org/W2071806120","https://openalex.org/W2079454949","https://openalex.org/W2084812512","https://openalex.org/W2095796805","https://openalex.org/W2098396619","https://openalex.org/W2099940443","https://openalex.org/W2105678112","https://openalex.org/W2107222792","https://openalex.org/W2109219683","https://openalex.org/W2112878359","https://openalex.org/W2113834117","https://openalex.org/W2115884121","https://openalex.org/W2126041215","https://openalex.org/W2127056191","https://openalex.org/W2128904081","https://openalex.org/W2131489803","https://openalex.org/W2131976717","https://openalex.org/W2132366653","https://openalex.org/W2132598957","https://openalex.org/W2135411679","https://openalex.org/W2140190241","https://openalex.org/W2141363466","https://openalex.org/W2146879413","https://openalex.org/W2149470226","https://openalex.org/W2158934641","https://openalex.org/W2165939745","https://openalex.org/W2339725977","https://openalex.org/W2346138280","https://openalex.org/W2352336775","https://openalex.org/W2380628422","https://openalex.org/W2396479204","https://openalex.org/W2490377892","https://openalex.org/W2575109650","https://openalex.org/W2593027497","https://openalex.org/W2601438411","https://openalex.org/W2604766410","https://openalex.org/W2797114046","https://openalex.org/W2904250082","https://openalex.org/W2911788310","https://openalex.org/W2912817377","https://openalex.org/W2914776042","https://openalex.org/W2914826147","https://openalex.org/W295083746","https://openalex.org/W2951127468","https://openalex.org/W2953359974","https://openalex.org/W3022226821","https://openalex.org/W324154555","https://openalex.org/W4232349073","https://openalex.org/W4232557450","https://openalex.org/W4232941660","https://openalex.org/W4242344607","https://openalex.org/W4251682551","https://openalex.org/W4285719527","https://openalex.org/W4298110920","https://openalex.org/W4298186428","https://openalex.org/W4321359614","https://openalex.org/W591093729","https://openalex.org/W73631893","https://openalex.org/W89836143","https://openalex.org/W90862122"],"related_works":["https://openalex.org/W58940412","https://openalex.org/W4376528628","https://openalex.org/W4292814203","https://openalex.org/W3200731380","https://openalex.org/W3172103400","https://openalex.org/W2552802502","https://openalex.org/W2498763439","https://openalex.org/W1921594662","https://openalex.org/W1629394991","https://openalex.org/W1515350493"],"abstract_inverted_index":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2792122202","counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":3}],"updated_date":"2024-12-05T23:01:53.686106","created_date":"2018-03-29"}