{"id":"https://openalex.org/W57133718","doi":"https://doi.org/10.1007/978-3-642-34166-3_61","title":"Support Vector Machines Training Data Selection Using a Genetic Algorithm","display_name":"Support Vector Machines Training Data Selection Using a Genetic Algorithm","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W57133718","doi":"https://doi.org/10.1007/978-3-642-34166-3_61","mag":"57133718"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-34166-3_61","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-34166-3_61","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/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":["Institute of Informatics, Silesian University of Technology, Akademicka 16, 44-100, Gliwice, Poland","Institute of Informatics, Silesian University of Technology Gliwice, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Silesian University of Technology, Akademicka 16, 44-100, Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]},{"raw_affiliation_string":"Institute of Informatics, Silesian University of Technology Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]}]},{"author_position":"last","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"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Jakub Nalepa","raw_affiliation_strings":["Institute of Informatics, Silesian University of Technology, Akademicka 16, 44-100, Gliwice, Poland","Institute of Informatics, Silesian University of Technology Gliwice, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Silesian University of Technology, Akademicka 16, 44-100, Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]},{"raw_affiliation_string":"Institute of Informatics, Silesian University of Technology Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5086221093"],"corresponding_institution_ids":["https://openalex.org/I119004910"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":9.5157,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.98373193,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"557","last_page":"565"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9959999918937683,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9937000274658203,"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":0.8014279007911682},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7930548191070557},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6781817078590393},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.618506133556366},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5882736444473267},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5454306602478027},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.5398662686347961},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5177175402641296},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5157232880592346},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49828481674194336},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.45157402753829956},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4294256567955017},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40848231315612793}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8014279007911682},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7930548191070557},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6781817078590393},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.618506133556366},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5882736444473267},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5454306602478027},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5398662686347961},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5177175402641296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5157232880592346},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49828481674194336},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.45157402753829956},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4294256567955017},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40848231315612793},{"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:10.1007/978-3-642-34166-3_61","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-34166-3_61","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":31,"referenced_works":["https://openalex.org/W1497256448","https://openalex.org/W1503146938","https://openalex.org/W1514940655","https://openalex.org/W1516593742","https://openalex.org/W1530715683","https://openalex.org/W1555138071","https://openalex.org/W1576520375","https://openalex.org/W1581062453","https://openalex.org/W1705336121","https://openalex.org/W1966568523","https://openalex.org/W1979488556","https://openalex.org/W1993926867","https://openalex.org/W2009708400","https://openalex.org/W2070692575","https://openalex.org/W2083603092","https://openalex.org/W2089933214","https://openalex.org/W2119821739","https://openalex.org/W2130102890","https://openalex.org/W2131151290","https://openalex.org/W2136824894","https://openalex.org/W2138885730","https://openalex.org/W2153635508","https://openalex.org/W2155319834","https://openalex.org/W2475947838","https://openalex.org/W2483550645","https://openalex.org/W2595741664","https://openalex.org/W2615105684","https://openalex.org/W2811366440","https://openalex.org/W4285719527","https://openalex.org/W4312960235","https://openalex.org/W6631495726"],"related_works":["https://openalex.org/W2113981829","https://openalex.org/W2112959154","https://openalex.org/W2357114597","https://openalex.org/W2115416187","https://openalex.org/W114581555","https://openalex.org/W2786391746","https://openalex.org/W3132346564","https://openalex.org/W2991483587","https://openalex.org/W2914559142","https://openalex.org/W4381430104"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":15},{"year":2013,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
