{"id":"https://openalex.org/W262882990","doi":"https://doi.org/10.1007/978-3-319-13560-1_64","title":"A Multi-objective Genetic Algorithm for Model Selection for Support Vector Machines","display_name":"A Multi-objective Genetic Algorithm for Model Selection for Support Vector Machines","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W262882990","doi":"https://doi.org/10.1007/978-3-319-13560-1_64","mag":"262882990"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-13560-1_64","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-13560-1_64","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":"conference-paper","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/A5059192864","display_name":"Amal Bouraoui","orcid":null},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Amal Bouraoui","raw_affiliation_strings":["Multimedia, InfoRmation systems and Advanced Computing Laboratory (MIRACL), Sfax University, Sfax-Tunisia Technopole of Sfax, Av.Tunis Km 10, B.P. 242, Sfax, Tunisia, 3021"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multimedia, InfoRmation systems and Advanced Computing Laboratory (MIRACL), Sfax University, Sfax-Tunisia Technopole of Sfax, Av.Tunis Km 10, B.P. 242, Sfax, Tunisia, 3021","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002474870","display_name":"Yassine Ben Ayed","orcid":"https://orcid.org/0000-0002-3676-3670"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Yassine Ben Ayed","raw_affiliation_strings":["Multimedia, InfoRmation systems and Advanced Computing Laboratory (MIRACL), Sfax University, Sfax-Tunisia Technopole of Sfax, Av.Tunis Km 10, B.P. 242, Sfax, Tunisia, 3021"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multimedia, InfoRmation systems and Advanced Computing Laboratory (MIRACL), Sfax University, Sfax-Tunisia Technopole of Sfax, Av.Tunis Km 10, B.P. 242, Sfax, Tunisia, 3021","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073912010","display_name":"Salma Jamoussi","orcid":"https://orcid.org/0000-0003-1521-3351"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Salma Jamoussi","raw_affiliation_strings":["Multimedia, InfoRmation systems and Advanced Computing Laboratory (MIRACL), Sfax University, Sfax-Tunisia Technopole of Sfax, Av.Tunis Km 10, B.P. 242, Sfax, Tunisia, 3021"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multimedia, InfoRmation systems and Advanced Computing Laboratory (MIRACL), Sfax University, Sfax-Tunisia Technopole of Sfax, Av.Tunis Km 10, B.P. 242, Sfax, Tunisia, 3021","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I142899784"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2068,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.41361448,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"809","last_page":"819"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9980000257492065,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9980000257492065,"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/T12676","display_name":"Machine Learning and ELM","score":0.9936000108718872,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9932000041007996,"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":0.7605187892913818},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7375748157501221},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6889396905899048},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6507397294044495},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5837486982345581},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.5823611617088318},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5339074730873108},{"id":"https://openalex.org/keywords/radial-basis-function-kernel","display_name":"Radial basis function kernel","score":0.5280628800392151},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.46399375796318054},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4494726359844208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43721306324005127},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4282810389995575},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.42030608654022217},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4187224507331848},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4008592963218689},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17899399995803833}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7605187892913818},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7375748157501221},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6889396905899048},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6507397294044495},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5837486982345581},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.5823611617088318},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5339074730873108},{"id":"https://openalex.org/C75866337","wikidata":"https://www.wikidata.org/wiki/Q7280263","display_name":"Radial basis function kernel","level":4,"score":0.5280628800392151},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.46399375796318054},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4494726359844208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43721306324005127},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4282810389995575},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.42030608654022217},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4187224507331848},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4008592963218689},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17899399995803833},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-13560-1_64","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-13560-1_64","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1505221844","https://openalex.org/W1986490585","https://openalex.org/W2008002935","https://openalex.org/W2020355555","https://openalex.org/W2036657109","https://openalex.org/W2053432263","https://openalex.org/W2059115408","https://openalex.org/W2097205059","https://openalex.org/W2099680562","https://openalex.org/W2102831150","https://openalex.org/W2108591703","https://openalex.org/W2118286367","https://openalex.org/W2121648552","https://openalex.org/W2126105956","https://openalex.org/W2136128447","https://openalex.org/W2156909104","https://openalex.org/W2158001550","https://openalex.org/W2161392888","https://openalex.org/W2172000360"],"related_works":["https://openalex.org/W127070535","https://openalex.org/W2489890244","https://openalex.org/W2550292406","https://openalex.org/W1606502848","https://openalex.org/W2140869420","https://openalex.org/W2357150443","https://openalex.org/W1519806901","https://openalex.org/W1603091392","https://openalex.org/W2348982811","https://openalex.org/W1584947872"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}