{"id":"https://openalex.org/W2756287771","doi":"https://doi.org/10.1007/978-3-319-67792-7_41","title":"Tuning and Evolving Support Vector Machine Models","display_name":"Tuning and Evolving Support Vector Machine Models","publication_year":2017,"publication_date":"2017-09-19","ids":{"openalex":"https://openalex.org/W2756287771","doi":"https://doi.org/10.1007/978-3-319-67792-7_41","mag":"2756287771"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-67792-7_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-67792-7_41","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/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"],"raw_orcid":null,"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/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"]},{"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":"Michal Kawulok","raw_affiliation_strings":["Future Processing, Gliwice, Poland","Silesian University of Technology, Gliwice, Poland"],"raw_orcid":null,"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"],"raw_orcid":null,"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":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.13633199,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"418","last_page":"428"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9997000098228455,"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/T11550","display_name":"Text and Document Classification Technologies","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/T10320","display_name":"Neural Networks and Applications","score":0.9979000091552734,"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/support-vector-machine","display_name":"Support vector machine","score":0.8784997463226318},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7115597128868103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6765349507331848},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6544188857078552},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6112856864929199},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.569005012512207},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5416638255119324},{"id":"https://openalex.org/keywords/structured-support-vector-machine","display_name":"Structured support vector machine","score":0.49743035435676575},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.470276415348053},{"id":"https://openalex.org/keywords/relevance-vector-machine","display_name":"Relevance vector machine","score":0.41959547996520996},{"id":"https://openalex.org/keywords/margin-classifier","display_name":"Margin classifier","score":0.414222776889801},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40197160840034485},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14829814434051514}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8784997463226318},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7115597128868103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6765349507331848},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6544188857078552},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6112856864929199},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.569005012512207},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5416638255119324},{"id":"https://openalex.org/C125168437","wikidata":"https://www.wikidata.org/wiki/Q7625184","display_name":"Structured support vector machine","level":3,"score":0.49743035435676575},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.470276415348053},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.41959547996520996},{"id":"https://openalex.org/C173102733","wikidata":"https://www.wikidata.org/wiki/Q6760396","display_name":"Margin classifier","level":3,"score":0.414222776889801},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40197160840034485},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14829814434051514},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-67792-7_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-67792-7_41","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W53481066","https://openalex.org/W200418739","https://openalex.org/W1559081895","https://openalex.org/W1967849786","https://openalex.org/W1969163824","https://openalex.org/W1974752961","https://openalex.org/W1980293156","https://openalex.org/W1986490585","https://openalex.org/W2028098600","https://openalex.org/W2054291723","https://openalex.org/W2057148167","https://openalex.org/W2064741519","https://openalex.org/W2066901979","https://openalex.org/W2073105997","https://openalex.org/W2074528627","https://openalex.org/W2087347434","https://openalex.org/W2106221629","https://openalex.org/W2117122232","https://openalex.org/W2132958270","https://openalex.org/W2137563479","https://openalex.org/W2152593845","https://openalex.org/W2168031673","https://openalex.org/W2210091575","https://openalex.org/W2230380482","https://openalex.org/W2339348828","https://openalex.org/W2614832289","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2388218200","https://openalex.org/W2384390720","https://openalex.org/W2122277321","https://openalex.org/W4253128984","https://openalex.org/W2539940072","https://openalex.org/W2377603574","https://openalex.org/W2461871226","https://openalex.org/W2371356469","https://openalex.org/W2130972437","https://openalex.org/W2368756051"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
