{"id":"https://openalex.org/W1600472624","doi":"https://doi.org/10.1007/978-1-4939-0790-8_22","title":"Supervised Learning by Support Vector Machines","display_name":"Supervised Learning by Support Vector Machines","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W1600472624","doi":"https://doi.org/10.1007/978-1-4939-0790-8_22","mag":"1600472624"},"language":"en","primary_location":{"id":"doi:10.1007/978-1-4939-0790-8_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4939-0790-8_22","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Handbook of Mathematical Methods in Imaging","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/A5102760434","display_name":"Gabriele Steidl","orcid":"https://orcid.org/0000-0001-7486-6315"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Gabriele Steidl","raw_affiliation_strings":["Department of Mathematics, University of Kaiserslautern, Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Kaiserslautern, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5102760434"],"corresponding_institution_ids":["https://openalex.org/I153267046"],"apc_list":null,"apc_paid":null,"fwci":0.3734,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.51270171,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1393","last_page":"1453"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9998000264167786,"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":0.9998000264167786,"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/T10320","display_name":"Neural Networks and Applications","score":0.9973999857902527,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9969000220298767,"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":0.700437605381012},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6206433773040771},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5752834677696228},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5722531676292419},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49555957317352295},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.47896650433540344},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09883695840835571},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.07112747430801392}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.700437605381012},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6206433773040771},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5752834677696228},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5722531676292419},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49555957317352295},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.47896650433540344},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09883695840835571},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.07112747430801392},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-1-4939-0790-8_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4939-0790-8_22","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Handbook of Mathematical Methods in Imaging","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":146,"referenced_works":["https://openalex.org/W5594912","https://openalex.org/W14071851","https://openalex.org/W19451620","https://openalex.org/W56743589","https://openalex.org/W82961691","https://openalex.org/W93885277","https://openalex.org/W230097570","https://openalex.org/W631930523","https://openalex.org/W1480376833","https://openalex.org/W1482684349","https://openalex.org/W1484867920","https://openalex.org/W1486164486","https://openalex.org/W1486936144","https://openalex.org/W1493036841","https://openalex.org/W1496317909","https://openalex.org/W1497750339","https://openalex.org/W1498985345","https://openalex.org/W1510073064","https://openalex.org/W1512098439","https://openalex.org/W1526741802","https://openalex.org/W1532079776","https://openalex.org/W1534221517","https://openalex.org/W1540155273","https://openalex.org/W1540550673","https://openalex.org/W1542886316","https://openalex.org/W1560724230","https://openalex.org/W1563736811","https://openalex.org/W1564947197","https://openalex.org/W1565176583","https://openalex.org/W1576520375","https://openalex.org/W1577469824","https://openalex.org/W1596717185","https://openalex.org/W1601740268","https://openalex.org/W1601741115","https://openalex.org/W1604938182","https://openalex.org/W1605479404","https://openalex.org/W1630082356","https://openalex.org/W1645165343","https://openalex.org/W1663973292","https://openalex.org/W1667072054","https://openalex.org/W1676820704","https://openalex.org/W1698155719","https://openalex.org/W1723619723","https://openalex.org/W1749992802","https://openalex.org/W1966096622","https://openalex.org/W1967386310","https://openalex.org/W1982032418","https://openalex.org/W1986280275","https://openalex.org/W2001619934","https://openalex.org/W2007154098","https://openalex.org/W2008056655","https://openalex.org/W2014725748","https://openalex.org/W2014902932","https://openalex.org/W2015904350","https://openalex.org/W2023163512","https://openalex.org/W2024697317","https://openalex.org/W2029409452","https://openalex.org/W2039402388","https://openalex.org/W2040870580","https://openalex.org/W2041797434","https://openalex.org/W2045704273","https://openalex.org/W2047028564","https://openalex.org/W2047278710","https://openalex.org/W2047542122","https://openalex.org/W2050798859","https://openalex.org/W2051381803","https://openalex.org/W2051664786","https://openalex.org/W2056963858","https://openalex.org/W2059507684","https://openalex.org/W2065180801","https://openalex.org/W2071244874","https://openalex.org/W2074619954","https://openalex.org/W2082100828","https://openalex.org/W2087347434","https://openalex.org/W2093404847","https://openalex.org/W2100038678","https://openalex.org/W2102794349","https://openalex.org/W2103972604","https://openalex.org/W2107699930","https://openalex.org/W2110630246","https://openalex.org/W2110652811","https://openalex.org/W2115003579","https://openalex.org/W2115694019","https://openalex.org/W2119821739","https://openalex.org/W2121863487","https://openalex.org/W2122090912","https://openalex.org/W2123606421","https://openalex.org/W2123856749","https://openalex.org/W2124225314","https://openalex.org/W2124351082","https://openalex.org/W2126326837","https://openalex.org/W2131542408","https://openalex.org/W2134407776","https://openalex.org/W2135046866","https://openalex.org/W2139212933","https://openalex.org/W2141057577","https://openalex.org/W2143956139","https://openalex.org/W2146766088","https://openalex.org/W2148603752","https://openalex.org/W2149846618","https://openalex.org/W2151040995","https://openalex.org/W2151211319","https://openalex.org/W2151462928","https://openalex.org/W2152726866","https://openalex.org/W2153635508","https://openalex.org/W2154772527","https://openalex.org/W2156512439","https://openalex.org/W2159514083","https://openalex.org/W2162341153","https://openalex.org/W2170076406","https://openalex.org/W2282078507","https://openalex.org/W2339666411","https://openalex.org/W2408196097","https://openalex.org/W2481312347","https://openalex.org/W2561178549","https://openalex.org/W2798909945","https://openalex.org/W2799061466","https://openalex.org/W2890351024","https://openalex.org/W2913340405","https://openalex.org/W2949351217","https://openalex.org/W2951328719","https://openalex.org/W2999905431","https://openalex.org/W3016718392","https://openalex.org/W3048280034","https://openalex.org/W3097096317","https://openalex.org/W3139633029","https://openalex.org/W3141455185","https://openalex.org/W3144619878","https://openalex.org/W3211400184","https://openalex.org/W4206670532","https://openalex.org/W4214717370","https://openalex.org/W4230946174","https://openalex.org/W4234698323","https://openalex.org/W4234721591","https://openalex.org/W4235178178","https://openalex.org/W4239022279","https://openalex.org/W4244829582","https://openalex.org/W4245558064","https://openalex.org/W4249716558","https://openalex.org/W4251254455","https://openalex.org/W4251512373","https://openalex.org/W4285719527","https://openalex.org/W4298876635","https://openalex.org/W4302564868","https://openalex.org/W4396738453","https://openalex.org/W6631438976"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
