{"id":"https://openalex.org/W12057658","doi":"https://doi.org/10.1007/978-3-642-33266-1_20","title":"Nested Sequential Minimal Optimization for Support Vector Machines","display_name":"Nested Sequential Minimal Optimization for Support Vector Machines","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W12057658","doi":"https://doi.org/10.1007/978-3-642-33266-1_20","mag":"12057658"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-33266-1_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-33266-1_20","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/A5078185707","display_name":"Alessandro Ghio","orcid":"https://orcid.org/0000-0002-2370-0179"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alessandro Ghio","raw_affiliation_strings":["DITEN, University of Genova, Via Opera Pia 11A, Genova, I-16145, Italy","[DITEN, University of Genova, GENOVA, Italy]"],"affiliations":[{"raw_affiliation_string":"DITEN, University of Genova, Via Opera Pia 11A, Genova, I-16145, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"[DITEN, University of Genova, GENOVA, Italy]","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036611143","display_name":"Davide Anguita","orcid":"https://orcid.org/0000-0001-7523-5291"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Anguita","raw_affiliation_strings":["DITEN, University of Genova, Via Opera Pia 11A, Genova, I-16145, Italy","[DITEN, University of Genova, GENOVA, Italy]"],"affiliations":[{"raw_affiliation_string":"DITEN, University of Genova, Via Opera Pia 11A, Genova, I-16145, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"[DITEN, University of Genova, GENOVA, Italy]","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045802198","display_name":"Luca Oneto","orcid":"https://orcid.org/0000-0002-8445-395X"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Oneto","raw_affiliation_strings":["DITEN, University of Genova, Via Opera Pia 11A, Genova, I-16145, Italy","[DITEN, University of Genova, GENOVA, Italy]"],"affiliations":[{"raw_affiliation_string":"DITEN, University of Genova, Via Opera Pia 11A, Genova, I-16145, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"[DITEN, University of Genova, GENOVA, Italy]","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072692847","display_name":"Sandro Ridella","orcid":"https://orcid.org/0000-0003-0612-8219"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sandro Ridella","raw_affiliation_strings":["DITEN, University of Genova, Via Opera Pia 11A, Genova, I-16145, Italy","[DITEN, University of Genova, GENOVA, Italy]"],"affiliations":[{"raw_affiliation_string":"DITEN, University of Genova, Via Opera Pia 11A, Genova, I-16145, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"[DITEN, University of Genova, GENOVA, Italy]","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054737853","display_name":"Carlotta Schatten","orcid":null},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carlotta Schatten","raw_affiliation_strings":["DITEN, University of Genova, Via Opera Pia 11A, Genova, I-16145, Italy","[DITEN, University of Genova, GENOVA, Italy]"],"affiliations":[{"raw_affiliation_string":"DITEN, University of Genova, Via Opera Pia 11A, Genova, I-16145, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"[DITEN, University of Genova, GENOVA, Italy]","institution_ids":["https://openalex.org/I83816512"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5078185707"],"corresponding_institution_ids":["https://openalex.org/I83816512"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.9516,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73180375,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"156","last_page":"163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9984999895095825,"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":0.9980000257492065,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8576111793518066},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.7316568493843079},{"id":"https://openalex.org/keywords/cardinality","display_name":"Cardinality (data modeling)","score":0.6598702073097229},{"id":"https://openalex.org/keywords/sequential-minimal-optimization","display_name":"Sequential minimal optimization","score":0.6569755673408508},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6024851202964783},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5961004495620728},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4393855631351471},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34284675121307373},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2181331217288971}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8576111793518066},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.7316568493843079},{"id":"https://openalex.org/C87117476","wikidata":"https://www.wikidata.org/wiki/Q362383","display_name":"Cardinality (data modeling)","level":2,"score":0.6598702073097229},{"id":"https://openalex.org/C10719679","wikidata":"https://www.wikidata.org/wiki/Q2679145","display_name":"Sequential minimal optimization","level":3,"score":0.6569755673408508},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6024851202964783},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5961004495620728},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4393855631351471},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34284675121307373},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2181331217288971},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-642-33266-1_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-33266-1_20","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"},{"id":"pmh:oai:arpi.unipi.it:11568/962583","is_oa":false,"landing_page_url":"http://hdl.handle.net/11568/962583","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:iris.unige.it:11567/628602","is_oa":false,"landing_page_url":"http://hdl.handle.net/11567/628602","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1512098439","https://openalex.org/W1576520375","https://openalex.org/W1761010383","https://openalex.org/W1994197834","https://openalex.org/W2064517612","https://openalex.org/W2105038653","https://openalex.org/W2109943925","https://openalex.org/W2115694019","https://openalex.org/W2118585731","https://openalex.org/W2123367805","https://openalex.org/W2148238780","https://openalex.org/W2148603752","https://openalex.org/W2151040995","https://openalex.org/W2153635508","https://openalex.org/W2154740476","https://openalex.org/W2164641162"],"related_works":["https://openalex.org/W1592900392","https://openalex.org/W2163526212","https://openalex.org/W2036133907","https://openalex.org/W2394447189","https://openalex.org/W2539940072","https://openalex.org/W2092829304","https://openalex.org/W2538830880","https://openalex.org/W2366786074","https://openalex.org/W2090763504","https://openalex.org/W2364362706"],"abstract_inverted_index":null,"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}