{"id":"https://openalex.org/W18091672","doi":"https://doi.org/10.1007/978-3-642-04180-8_37","title":"Soft Margin Trees","display_name":"Soft Margin Trees","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W18091672","doi":"https://doi.org/10.1007/978-3-642-04180-8_37","mag":"18091672"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-04180-8_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-04180-8_37","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":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10651/12379","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050449056","display_name":"Jorge D\u00edez","orcid":"https://orcid.org/0000-0002-1314-2441"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jorge D\u00edez","raw_affiliation_strings":["Artificial Intelligence Center, University of Oviedo at Gij\u00f3n, Asturias, Spain"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Center, University of Oviedo at Gij\u00f3n, Asturias, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020536392","display_name":"Juan Jos\u00e9 del Coz","orcid":"https://orcid.org/0000-0002-4288-3839"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Jos\u00e9 del Coz","raw_affiliation_strings":["Artificial Intelligence Center, University of Oviedo at Gij\u00f3n, Asturias, Spain"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Center, University of Oviedo at Gij\u00f3n, Asturias, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032882974","display_name":"Antonio Bahamonde","orcid":null},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio Bahamonde","raw_affiliation_strings":["Artificial Intelligence Center, University of Oviedo at Gij\u00f3n, Asturias, Spain"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Center, University of Oviedo at Gij\u00f3n, Asturias, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049794269","display_name":"Oscar Luaces","orcid":"https://orcid.org/0000-0001-8476-9412"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Oscar Luaces","raw_affiliation_strings":["Artificial Intelligence Center, University of Oviedo at Gij\u00f3n, Asturias, Spain"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Center, University of Oviedo at Gij\u00f3n, Asturias, Spain","institution_ids":["https://openalex.org/I165339363"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050449056"],"corresponding_institution_ids":["https://openalex.org/I165339363"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.9276,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72728172,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"302","last_page":"314"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9681000113487244,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9645000100135803,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8097726106643677},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.661013126373291},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6054979562759399},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5957491397857666},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5884203314781189},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.5342539548873901},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5210256576538086},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.5103117823600769},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4985373020172119},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45441919565200806},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44859445095062256},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.4182044565677643},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.41788774728775024},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37097859382629395},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1440480351448059},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12894520163536072},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.07490003108978271}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8097726106643677},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.661013126373291},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6054979562759399},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5957491397857666},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5884203314781189},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.5342539548873901},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5210256576538086},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.5103117823600769},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4985373020172119},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45441919565200806},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44859445095062256},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.4182044565677643},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.41788774728775024},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37097859382629395},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1440480351448059},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12894520163536072},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.07490003108978271},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-04180-8_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-04180-8_37","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:digibuo.uniovi.es:10651/12379","is_oa":true,"landing_page_url":"http://hdl.handle.net/10651/12379","pdf_url":"http://hdl.handle.net/10651/12379","source":{"id":"https://openalex.org/S4306402334","display_name":"Consultation of the Doctoral Thesis Database (TESEO) (Ministerio de Educaci\u00f3n, Cultura y Deporte)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801976130","host_organization_name":"Ministerio de Educaci\u00f3n Cultura y Deporte","host_organization_lineage":["https://openalex.org/I2801976130"],"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/bookPart"}],"best_oa_location":{"id":"pmh:oai:digibuo.uniovi.es:10651/12379","is_oa":true,"landing_page_url":"http://hdl.handle.net/10651/12379","pdf_url":"http://hdl.handle.net/10651/12379","source":{"id":"https://openalex.org/S4306402334","display_name":"Consultation of the Doctoral Thesis Database (TESEO) (Ministerio de Educaci\u00f3n, Cultura y Deporte)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801976130","host_organization_name":"Ministerio de Educaci\u00f3n Cultura y Deporte","host_organization_lineage":["https://openalex.org/I2801976130"],"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/bookPart"},"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W18091672.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1485231155","https://openalex.org/W1510526001","https://openalex.org/W1521723576","https://openalex.org/W1563088657","https://openalex.org/W1565746575","https://openalex.org/W1604938182","https://openalex.org/W1672223933","https://openalex.org/W1679913846","https://openalex.org/W1980652169","https://openalex.org/W1998871699","https://openalex.org/W1999589609","https://openalex.org/W2004958539","https://openalex.org/W2040672759","https://openalex.org/W2052672736","https://openalex.org/W2087347434","https://openalex.org/W2088709281","https://openalex.org/W2141042406","https://openalex.org/W2148307576","https://openalex.org/W2148603752","https://openalex.org/W2150953991","https://openalex.org/W2153104898","https://openalex.org/W2157239837","https://openalex.org/W2157791002","https://openalex.org/W2169415399","https://openalex.org/W2218704287","https://openalex.org/W2282078507","https://openalex.org/W2492794003","https://openalex.org/W2500554657","https://openalex.org/W2785884112","https://openalex.org/W3120740533","https://openalex.org/W4237222446","https://openalex.org/W4246639841"],"related_works":["https://openalex.org/W3125011624","https://openalex.org/W1508631387","https://openalex.org/W2370917603","https://openalex.org/W2365264209","https://openalex.org/W2952760143","https://openalex.org/W2017776670","https://openalex.org/W962203960","https://openalex.org/W2347897961","https://openalex.org/W2026999166","https://openalex.org/W1886423216"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
