{"id":"https://openalex.org/W2092685308","doi":"https://doi.org/10.2200/s00324ed1v01y201102aim010","title":"Learning with Support Vector Machines","display_name":"Learning with Support Vector Machines","publication_year":2011,"publication_date":"2011-02-11","ids":{"openalex":"https://openalex.org/W2092685308","doi":"https://doi.org/10.2200/s00324ed1v01y201102aim010","mag":"2092685308"},"language":"en","primary_location":{"id":"doi:10.2200/s00324ed1v01y201102aim010","is_oa":false,"landing_page_url":"https://doi.org/10.2200/s00324ed1v01y201102aim010","pdf_url":null,"source":{"id":"https://openalex.org/S933803995","display_name":"Synthesis lectures on artificial intelligence and machine learning","issn_l":"1939-4608","issn":["1939-4608","1939-4616"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322570","host_organization_name":"Morgan & Claypool Publishers","host_organization_lineage":["https://openalex.org/P4310322570"],"host_organization_lineage_names":["Morgan & Claypool Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Synthesis Lectures on Artificial Intelligence and Machine Learning","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/A5079342653","display_name":"Colin Campbell","orcid":"https://orcid.org/0000-0002-4775-9802"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Colin Campbell","raw_affiliation_strings":["University of Bristol, United Kingdom","University of Bristol"],"affiliations":[{"raw_affiliation_string":"University of Bristol, United Kingdom","institution_ids":["https://openalex.org/I36234482"]},{"raw_affiliation_string":"University of Bristol","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048960543","display_name":"Yiming Ying","orcid":null},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yiming Ying","raw_affiliation_strings":["University of Exeter, United Kingdom","UNIVERSITY OF EXETER"],"affiliations":[{"raw_affiliation_string":"University of Exeter, United Kingdom","institution_ids":["https://openalex.org/I23923803"]},{"raw_affiliation_string":"UNIVERSITY OF EXETER","institution_ids":["https://openalex.org/I23923803"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5079342653"],"corresponding_institution_ids":["https://openalex.org/I36234482"],"apc_list":null,"apc_paid":null,"fwci":11.5184,"has_fulltext":false,"cited_by_count":227,"citation_normalized_percentile":{"value":0.98881362,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":"5","issue":"1","first_page":"1","last_page":"95"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9986000061035156,"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":0.9986000061035156,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9986000061035156,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9965999722480774,"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":0.647341787815094},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6165140271186829},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5753738880157471},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5159062147140503},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49927735328674316},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4188229739665985},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3968591094017029},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1761971116065979}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.647341787815094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6165140271186829},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5753738880157471},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5159062147140503},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49927735328674316},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4188229739665985},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3968591094017029},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1761971116065979},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.2200/s00324ed1v01y201102aim010","is_oa":false,"landing_page_url":"https://doi.org/10.2200/s00324ed1v01y201102aim010","pdf_url":null,"source":{"id":"https://openalex.org/S933803995","display_name":"Synthesis lectures on artificial intelligence and machine learning","issn_l":"1939-4608","issn":["1939-4608","1939-4616"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322570","host_organization_name":"Morgan & Claypool Publishers","host_organization_lineage":["https://openalex.org/P4310322570"],"host_organization_lineage_names":["Morgan & Claypool Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Synthesis Lectures on Artificial Intelligence and Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-025867829","is_oa":false,"landing_page_url":"https://doi.org/10.2200/S00324ED1V01Y201102AIM010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"software, multimedia"},{"id":"pmh:oai:research-information.bris.ac.uk:openaire_cris_publications/45f2e83d-66c7-4a84-a130-5d0dba35aa30","is_oa":false,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/45f2e83d-66c7-4a84-a130-5d0dba35aa30","pdf_url":null,"source":{"id":"https://openalex.org/S7407055359","display_name":"Explore Bristol Research","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Campbell, ICG & Yiming, Y 2011, Learning with Support Vector Machines. Morgan and Claypool. https://doi.org/10.2200/S00324ED1V01Y201102AIM010","raw_type":"book"},{"id":"pmh:oai:research-information.bris.ac.uk:publications/45f2e83d-66c7-4a84-a130-5d0dba35aa30","is_oa":false,"landing_page_url":"https://hdl.handle.net/1983/45f2e83d-66c7-4a84-a130-5d0dba35aa30","pdf_url":null,"source":{"id":"https://openalex.org/S7407055359","display_name":"Explore Bristol Research","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Campbell, ICG & Yiming, Y 2011, Learning with Support Vector Machines. Morgan and Claypool. https://doi.org/10.2200/S00324ED1V01Y201102AIM010","raw_type":"book"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6471336651","display_name":null,"funder_award_id":"EP/E027296/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":102,"referenced_works":["https://openalex.org/W740415","https://openalex.org/W14071851","https://openalex.org/W175058090","https://openalex.org/W1480215172","https://openalex.org/W1480643256","https://openalex.org/W1483816357","https://openalex.org/W1497207529","https://openalex.org/W1500174157","https://openalex.org/W1500328508","https://openalex.org/W1506588750","https://openalex.org/W1510073064","https://openalex.org/W1515020792","https://openalex.org/W1515272691","https://openalex.org/W1526741802","https://openalex.org/W1548139318","https://openalex.org/W1549656520","https://openalex.org/W1556849888","https://openalex.org/W1567323455","https://openalex.org/W1583555936","https://openalex.org/W1586882435","https://openalex.org/W1596717185","https://openalex.org/W1596877211","https://openalex.org/W1604938182","https://openalex.org/W1618905105","https://openalex.org/W1632601927","https://openalex.org/W1676820704","https://openalex.org/W1746819321","https://openalex.org/W1755117326","https://openalex.org/W1774304772","https://openalex.org/W1816257748","https://openalex.org/W1964357740","https://openalex.org/W1967073510","https://openalex.org/W1981276685","https://openalex.org/W2000125728","https://openalex.org/W2015855658","https://openalex.org/W2031823405","https://openalex.org/W2041657594","https://openalex.org/W2048896634","https://openalex.org/W2057681237","https://openalex.org/W2060591526","https://openalex.org/W2075887074","https://openalex.org/W2091143818","https://openalex.org/W2097826433","https://openalex.org/W2098368939","https://openalex.org/W2099438806","https://openalex.org/W2104323334","https://openalex.org/W2108146080","https://openalex.org/W2108198948","https://openalex.org/W2111234049","https://openalex.org/W2113584252","https://openalex.org/W2114390956","https://openalex.org/W2116444583","https://openalex.org/W2119479037","https://openalex.org/W2119821739","https://openalex.org/W2121033924","https://openalex.org/W2122284941","https://openalex.org/W2124225821","https://openalex.org/W2127332912","https://openalex.org/W2128345262","https://openalex.org/W2128884519","https://openalex.org/W2132870739","https://openalex.org/W2139212933","https://openalex.org/W2143426320","https://openalex.org/W2145295623","https://openalex.org/W2147281608","https://openalex.org/W2148894497","https://openalex.org/W2150796457","https://openalex.org/W2151040995","https://openalex.org/W2154462399","https://openalex.org/W2156909104","https://openalex.org/W2157239837","https://openalex.org/W2157656721","https://openalex.org/W2158001550","https://openalex.org/W2161444669","https://openalex.org/W2161920802","https://openalex.org/W2165618135","https://openalex.org/W2166765763","https://openalex.org/W2282078507","https://openalex.org/W2426031434","https://openalex.org/W2492794003","https://openalex.org/W2527802255","https://openalex.org/W2539868084","https://openalex.org/W2544511689","https://openalex.org/W2597289420","https://openalex.org/W2912522929","https://openalex.org/W2990138404","https://openalex.org/W2999905431","https://openalex.org/W3119651796","https://openalex.org/W3141595720","https://openalex.org/W3196784244","https://openalex.org/W4211049957","https://openalex.org/W4234534407","https://openalex.org/W4236643049","https://openalex.org/W4237908954","https://openalex.org/W4245558064","https://openalex.org/W4245872049","https://openalex.org/W4256202811","https://openalex.org/W4285719527","https://openalex.org/W4312960235","https://openalex.org/W6628964739","https://openalex.org/W6727918792","https://openalex.org/W6959643953"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W2012353789","https://openalex.org/W2530420969","https://openalex.org/W2051187167","https://openalex.org/W1980100242"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":21},{"year":2019,"cited_by_count":26},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":24},{"year":2016,"cited_by_count":37},{"year":2015,"cited_by_count":23},{"year":2014,"cited_by_count":13},{"year":2013,"cited_by_count":22},{"year":2012,"cited_by_count":6}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}