{"id":"https://openalex.org/W2613854265","doi":"https://doi.org/10.1007/s10489-017-0994-0","title":"Chaotic antlion algorithm for parameter optimization of support vector machine","display_name":"Chaotic antlion algorithm for parameter optimization of support vector machine","publication_year":2017,"publication_date":"2017-07-26","ids":{"openalex":"https://openalex.org/W2613854265","doi":"https://doi.org/10.1007/s10489-017-0994-0","mag":"2613854265"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-017-0994-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-017-0994-0","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},"type":"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/A5102721858","display_name":"Alaa Tharwat","orcid":"https://orcid.org/0000-0003-4204-4506"},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]},{"id":"https://openalex.org/I5237613","display_name":"Frankfurt University of Applied Sciences","ror":"https://ror.org/02r625m11","country_code":"DE","type":"education","lineage":["https://openalex.org/I5237613"]},{"id":"https://openalex.org/I4210134598","display_name":"Scientific Research Group in Egypt","ror":"https://ror.org/03rahtg67","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210134598"]}],"countries":["DE","EG"],"is_corresponding":true,"raw_author_name":"Alaa Tharwat","raw_affiliation_strings":["Faculty of Computer Science and Engineering, Frankfurt University of Applied Sciences, Frankfurt am Main, Germany","Scientific Research Group in Egypt, (SRGE) http://www.egyptscience.net"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Engineering, Frankfurt University of Applied Sciences, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I5237613","https://openalex.org/I114090438"]},{"raw_affiliation_string":"Scientific Research Group in Egypt, (SRGE) http://www.egyptscience.net","institution_ids":["https://openalex.org/I4210134598"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085432173","display_name":"Aboul Ella Hassanien","orcid":"https://orcid.org/0000-0002-9989-6681"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]},{"id":"https://openalex.org/I4210134598","display_name":"Scientific Research Group in Egypt","ror":"https://ror.org/03rahtg67","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210134598"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Aboul Ella Hassanien","raw_affiliation_strings":["Faculty of Computers and Information, Cairo University, Giza, Egypt","Scientific Research Group in Egypt, (SRGE) http://www.egyptscience.net"],"affiliations":[{"raw_affiliation_string":"Faculty of Computers and Information, Cairo University, Giza, Egypt","institution_ids":["https://openalex.org/I145487455"]},{"raw_affiliation_string":"Scientific Research Group in Egypt, (SRGE) http://www.egyptscience.net","institution_ids":["https://openalex.org/I4210134598"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102721858"],"corresponding_institution_ids":["https://openalex.org/I114090438","https://openalex.org/I4210134598","https://openalex.org/I5237613"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":8.9213,"has_fulltext":false,"cited_by_count":106,"citation_normalized_percentile":{"value":0.98147776,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"48","issue":"3","first_page":"670","last_page":"686"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9965000152587891,"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":0.9965000152587891,"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/T10057","display_name":"Face and Expression Recognition","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7799436450004578},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7484841346740723},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.6165153980255127},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6132103204727173},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.570779025554657},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"Hyperparameter optimization","score":0.5690497159957886},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5446043610572815},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.541766345500946},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5041376352310181},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4730195999145508},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.47133588790893555},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.4430186450481415},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37943071126937866},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32848823070526123},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.22747373580932617},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13749003410339355}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7799436450004578},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7484841346740723},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.6165153980255127},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6132103204727173},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.570779025554657},{"id":"https://openalex.org/C10485038","wikidata":"https://www.wikidata.org/wiki/Q48996162","display_name":"Hyperparameter optimization","level":3,"score":0.5690497159957886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5446043610572815},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.541766345500946},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5041376352310181},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4730195999145508},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.47133588790893555},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.4430186450481415},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37943071126937866},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32848823070526123},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.22747373580932617},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13749003410339355}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-017-0994-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-017-0994-0","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W38423647","https://openalex.org/W101663867","https://openalex.org/W1541288193","https://openalex.org/W1560724230","https://openalex.org/W1565746575","https://openalex.org/W1587559447","https://openalex.org/W1607624180","https://openalex.org/W1977425532","https://openalex.org/W1980843902","https://openalex.org/W1986490585","https://openalex.org/W2001003881","https://openalex.org/W2001979953","https://openalex.org/W2003961265","https://openalex.org/W2020355555","https://openalex.org/W2023961611","https://openalex.org/W2029900871","https://openalex.org/W2036657109","https://openalex.org/W2059115408","https://openalex.org/W2084812512","https://openalex.org/W2086622126","https://openalex.org/W2091660267","https://openalex.org/W2093265755","https://openalex.org/W2097936772","https://openalex.org/W2100548091","https://openalex.org/W2117562417","https://openalex.org/W2118064259","https://openalex.org/W2118286367","https://openalex.org/W2118978333","https://openalex.org/W2140494000","https://openalex.org/W2149315344","https://openalex.org/W2151203917","https://openalex.org/W2156183162","https://openalex.org/W2158001550","https://openalex.org/W2296662953","https://openalex.org/W2401135312","https://openalex.org/W2461302873","https://openalex.org/W3120807216","https://openalex.org/W4206174637","https://openalex.org/W4233225156"],"related_works":["https://openalex.org/W2034337349","https://openalex.org/W2743078388","https://openalex.org/W2003039502","https://openalex.org/W1552992543","https://openalex.org/W2388006645","https://openalex.org/W2371071515","https://openalex.org/W2152283160","https://openalex.org/W2566635125","https://openalex.org/W2388518118","https://openalex.org/W2351332697"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
