{"id":"https://openalex.org/W1526103475","doi":"https://doi.org/10.1023/a:1008110632619","title":"Statistical Learning Theory: A Primer","display_name":"Statistical Learning Theory: A Primer","publication_year":2000,"publication_date":"2000-06-01","ids":{"openalex":"https://openalex.org/W1526103475","doi":"https://doi.org/10.1023/a:1008110632619","mag":"1526103475"},"language":"en","primary_location":{"id":"doi:10.1023/a:1008110632619","is_oa":false,"landing_page_url":"https://doi.org/10.1023/a:1008110632619","pdf_url":null,"source":{"id":"https://openalex.org/S25538012","display_name":"International Journal of Computer Vision","issn_l":"0920-5691","issn":["0920-5691","1573-1405"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Vision","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/A5022937525","display_name":"Theodoros Evgeniou","orcid":"https://orcid.org/0000-0001-9525-6110"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Theodoros Evgeniou","raw_affiliation_strings":["Center for Biological and Computational Learning, Artificial Intelligence Laboratory, MIT, Cambridge, MA, USA","Center for Biological and Computational Learning, Artificial Intelligence Laboratory, MIT, Cambridge, MA, USA. theos@ai.mit.edu#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Biological and Computational Learning, Artificial Intelligence Laboratory, MIT, Cambridge, MA, USA","institution_ids":[]},{"raw_affiliation_string":"Center for Biological and Computational Learning, Artificial Intelligence Laboratory, MIT, Cambridge, MA, USA. theos@ai.mit.edu#TAB#","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034260726","display_name":"Massimiliano Pontil","orcid":"https://orcid.org/0000-0001-9415-098X"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Massimiliano Pontil","raw_affiliation_strings":["Center for Biological and Computational Learning, Artificial Intelligence Laboratory, MIT, Cambridge, MA, USA","Center for Biological and Computational Learning, Artificial Intelligence Laboratory, MIT, Cambridge, MA, USA.  pontil@ai.mit.edu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Biological and Computational Learning, Artificial Intelligence Laboratory, MIT, Cambridge, MA, USA","institution_ids":[]},{"raw_affiliation_string":"Center for Biological and Computational Learning, Artificial Intelligence Laboratory, MIT, Cambridge, MA, USA.  pontil@ai.mit.edu","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001833084","display_name":"Tomaso Poggio","orcid":"https://orcid.org/0000-0002-3944-0455"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tomaso Poggio","raw_affiliation_strings":["Center for Biological and Computational Learning, Artificial Intelligence Laboratory, MIT, Cambridge, MA, USA","Center for Biological and Computational Learning, Artificial Intelligence Laboratory, MIT, Cambridge, MA, USA. [email\u00a0protected]#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Biological and Computational Learning, Artificial Intelligence Laboratory, MIT, Cambridge, MA, USA","institution_ids":[]},{"raw_affiliation_string":"Center for Biological and Computational Learning, Artificial Intelligence Laboratory, MIT, Cambridge, MA, USA. [email\u00a0protected]#TAB#","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3690,"currency":"USD","value_usd":3690},"apc_paid":null,"fwci":5.0312,"has_fulltext":false,"cited_by_count":82,"citation_normalized_percentile":{"value":0.94983737,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"38","issue":"1","first_page":"9","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9991000294685364,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9991000294685364,"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":0.9986000061035156,"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/T10057","display_name":"Face and Expression Recognition","score":0.9955999851226807,"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":0.6477744579315186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6220629811286926},{"id":"https://openalex.org/keywords/statistical-learning-theory","display_name":"Statistical learning theory","score":0.5102348327636719},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4709053039550781},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.42693769931793213},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.3712663948535919}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6477744579315186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6220629811286926},{"id":"https://openalex.org/C2779915298","wikidata":"https://www.wikidata.org/wiki/Q7604400","display_name":"Statistical learning theory","level":3,"score":0.5102348327636719},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4709053039550781},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.42693769931793213},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.3712663948535919}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1023/a:1008110632619","is_oa":false,"landing_page_url":"https://doi.org/10.1023/a:1008110632619","pdf_url":null,"source":{"id":"https://openalex.org/S25538012","display_name":"International Journal of Computer Vision","issn_l":"0920-5691","issn":["0920-5691","1573-1405"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Vision","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W187881133","https://openalex.org/W1564947197","https://openalex.org/W1761010383","https://openalex.org/W1981025032","https://openalex.org/W2017753243","https://openalex.org/W2019363670","https://openalex.org/W2029538739","https://openalex.org/W2058328200","https://openalex.org/W2115763357","https://openalex.org/W2119821739","https://openalex.org/W2125053431","https://openalex.org/W2129192653","https://openalex.org/W2141038809","https://openalex.org/W2147914568","https://openalex.org/W2148603752","https://openalex.org/W2149846618","https://openalex.org/W2156909104","https://openalex.org/W2164641162","https://openalex.org/W2235433806","https://openalex.org/W2408196097","https://openalex.org/W2533558946","https://openalex.org/W4238284510","https://openalex.org/W4298876635","https://openalex.org/W6677350515","https://openalex.org/W6689608755","https://openalex.org/W6714332745","https://openalex.org/W7024761944","https://openalex.org/W7071374342"],"related_works":["https://openalex.org/W2369526193","https://openalex.org/W2961085424","https://openalex.org/W2394142199","https://openalex.org/W4306674287","https://openalex.org/W2382810153","https://openalex.org/W3013091747","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2016-06-24T00:00:00"}
