{"id":"https://openalex.org/W2614832289","doi":"https://doi.org/10.1007/978-3-319-59226-8_10","title":"An Alternating Genetic Algorithm for Selecting SVM Model and Training Set","display_name":"An Alternating Genetic Algorithm for Selecting SVM Model and Training Set","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2614832289","doi":"https://doi.org/10.1007/978-3-319-59226-8_10","mag":"2614832289"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-59226-8_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-59226-8_10","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/A5086221093","display_name":"Micha\u0142 Kawulok","orcid":"https://orcid.org/0000-0002-3669-5110"},"institutions":[{"id":"https://openalex.org/I4210151481","display_name":"\u0141ukasiewicz Research Network - Institute of Welding","ror":"https://ror.org/05xx8bb48","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210129336","https://openalex.org/I4210151481"]},{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Michal Kawulok","raw_affiliation_strings":["Future Processing, Gliwice, Poland","Silesian University of Technology, Gliwice, Poland"],"affiliations":[{"raw_affiliation_string":"Future Processing, Gliwice, Poland","institution_ids":["https://openalex.org/I4210151481"]},{"raw_affiliation_string":"Silesian University of Technology, Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041796575","display_name":"Jakub Nalepa","orcid":"https://orcid.org/0000-0002-4026-1569"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]},{"id":"https://openalex.org/I4210151481","display_name":"\u0141ukasiewicz Research Network - Institute of Welding","ror":"https://ror.org/05xx8bb48","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210129336","https://openalex.org/I4210151481"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Jakub Nalepa","raw_affiliation_strings":["Future Processing, Gliwice, Poland","Silesian University of Technology, Gliwice, Poland"],"affiliations":[{"raw_affiliation_string":"Future Processing, Gliwice, Poland","institution_ids":["https://openalex.org/I4210151481"]},{"raw_affiliation_string":"Silesian University of Technology, Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049852261","display_name":"Wojciech Dudzik","orcid":"https://orcid.org/0000-0003-4080-3644"},"institutions":[{"id":"https://openalex.org/I4210151481","display_name":"\u0141ukasiewicz Research Network - Institute of Welding","ror":"https://ror.org/05xx8bb48","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210129336","https://openalex.org/I4210151481"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Wojciech Dudzik","raw_affiliation_strings":["Future Processing, Gliwice, Poland"],"affiliations":[{"raw_affiliation_string":"Future Processing, Gliwice, Poland","institution_ids":["https://openalex.org/I4210151481"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5086221093"],"corresponding_institution_ids":["https://openalex.org/I119004910","https://openalex.org/I4210151481"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.6955,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86941669,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"94","last_page":"104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9994999766349792,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9994999766349792,"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":0.9987999796867371,"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":0.9984999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8142997026443481},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7643890380859375},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6308741569519043},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6283336877822876},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6157789826393127},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6097350120544434},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5876184701919556},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5607103109359741},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.5600078105926514},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.44810572266578674},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4239095449447632},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41160228848457336}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8142997026443481},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7643890380859375},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6308741569519043},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6283336877822876},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6157789826393127},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6097350120544434},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5876184701919556},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5607103109359741},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.5600078105926514},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.44810572266578674},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4239095449447632},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41160228848457336},{"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},{"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:10.1007/978-3-319-59226-8_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-59226-8_10","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":27,"referenced_works":["https://openalex.org/W57133718","https://openalex.org/W319032569","https://openalex.org/W1040407216","https://openalex.org/W1559081895","https://openalex.org/W1576520375","https://openalex.org/W1751962365","https://openalex.org/W1966546994","https://openalex.org/W1980293156","https://openalex.org/W1986490585","https://openalex.org/W2008892061","https://openalex.org/W2009708400","https://openalex.org/W2028098600","https://openalex.org/W2047300736","https://openalex.org/W2066901979","https://openalex.org/W2082311728","https://openalex.org/W2106221629","https://openalex.org/W2115529059","https://openalex.org/W2117122232","https://openalex.org/W2118563516","https://openalex.org/W2132958270","https://openalex.org/W2137563479","https://openalex.org/W2154627027","https://openalex.org/W2155415049","https://openalex.org/W2210091575","https://openalex.org/W2339348828","https://openalex.org/W3104323038","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2113981829","https://openalex.org/W2112959154","https://openalex.org/W2357114597","https://openalex.org/W2115416187","https://openalex.org/W3132346564","https://openalex.org/W2991483587","https://openalex.org/W2786391746","https://openalex.org/W2914559142","https://openalex.org/W4226059458","https://openalex.org/W4381430104"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}