{"id":"https://openalex.org/W2065411020","doi":"https://doi.org/10.1007/s00521-012-1048-5","title":"Fuzzy rules extraction from support vector machines for multi-class classification","display_name":"Fuzzy rules extraction from support vector machines for multi-class classification","publication_year":2012,"publication_date":"2012-07-09","ids":{"openalex":"https://openalex.org/W2065411020","doi":"https://doi.org/10.1007/s00521-012-1048-5","mag":"2065411020"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-012-1048-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-012-1048-5","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","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/A5041827001","display_name":"Adriana da Costa F. Chaves","orcid":null},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontifical Catholic University of Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Adriana da Costa F. Chaves","raw_affiliation_strings":["Electrical Engineering Department, Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rua Marqu\u00eas de S\u00e3o Vicente 225, Pr\u00e9dio Cardeal Leme, 4o andar, Rio de Janeiro, 22451-900, Brazil","Electrical Engineering Department, Pontifical Catholic University of Rio de Janeiro"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rua Marqu\u00eas de S\u00e3o Vicente 225, Pr\u00e9dio Cardeal Leme, 4o andar, Rio de Janeiro, 22451-900, Brazil","institution_ids":["https://openalex.org/I2699952"]},{"raw_affiliation_string":"Electrical Engineering Department, Pontifical Catholic University of Rio de Janeiro","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085598532","display_name":"Marley Vellasco","orcid":"https://orcid.org/0000-0002-9790-1328"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontifical Catholic University of Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marley Maria B. R. Vellasco","raw_affiliation_strings":["Electrical Engineering Department, Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rua Marqu\u00eas de S\u00e3o Vicente 225, Pr\u00e9dio Cardeal Leme, 4o andar, Rio de Janeiro, 22451-900, Brazil","Electrical Engineering Department, Pontifical Catholic University of Rio de Janeiro"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rua Marqu\u00eas de S\u00e3o Vicente 225, Pr\u00e9dio Cardeal Leme, 4o andar, Rio de Janeiro, 22451-900, Brazil","institution_ids":["https://openalex.org/I2699952"]},{"raw_affiliation_string":"Electrical Engineering Department, Pontifical Catholic University of Rio de Janeiro","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042358642","display_name":"Ricardo Tanscheit","orcid":"https://orcid.org/0000-0002-8688-9095"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontifical Catholic University of Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ricardo Tanscheit","raw_affiliation_strings":["Electrical Engineering Department, Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rua Marqu\u00eas de S\u00e3o Vicente 225, Pr\u00e9dio Cardeal Leme, 4o andar, Rio de Janeiro, 22451-900, Brazil","Electrical Engineering Department, Pontifical Catholic University of Rio de Janeiro"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rua Marqu\u00eas de S\u00e3o Vicente 225, Pr\u00e9dio Cardeal Leme, 4o andar, Rio de Janeiro, 22451-900, Brazil","institution_ids":["https://openalex.org/I2699952"]},{"raw_affiliation_string":"Electrical Engineering Department, Pontifical Catholic University of Rio de Janeiro","institution_ids":["https://openalex.org/I2699952"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041827001"],"corresponding_institution_ids":["https://openalex.org/I2699952"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.2286,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.88961558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"22","issue":"7-8","first_page":"1571","last_page":"1580"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9994999766349792,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9994999766349792,"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":0.9746000170707703,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9624000191688538,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/interpretability","display_name":"Interpretability","score":0.7953956127166748},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7938668727874756},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6791788935661316},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6122263669967651},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5844678282737732},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5678397417068481},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5292536616325378},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5208352208137512},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49557244777679443},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48869946599006653},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4494483470916748},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4460752308368683},{"id":"https://openalex.org/keywords/multiclass-classification","display_name":"Multiclass classification","score":0.4318251609802246}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7953956127166748},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7938668727874756},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6791788935661316},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6122263669967651},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5844678282737732},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5678397417068481},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5292536616325378},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5208352208137512},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49557244777679443},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48869946599006653},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4494483470916748},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4460752308368683},{"id":"https://openalex.org/C123860398","wikidata":"https://www.wikidata.org/wiki/Q6934605","display_name":"Multiclass classification","level":3,"score":0.4318251609802246},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-012-1048-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-012-1048-5","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","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":38,"referenced_works":["https://openalex.org/W136993337","https://openalex.org/W150916163","https://openalex.org/W152751697","https://openalex.org/W1481354511","https://openalex.org/W1563088657","https://openalex.org/W1602492977","https://openalex.org/W1604938182","https://openalex.org/W1619226191","https://openalex.org/W1663792126","https://openalex.org/W1869391892","https://openalex.org/W1966517947","https://openalex.org/W2002193345","https://openalex.org/W2021347076","https://openalex.org/W2032521963","https://openalex.org/W2041597619","https://openalex.org/W2050288270","https://openalex.org/W2094590527","https://openalex.org/W2102794349","https://openalex.org/W2104046064","https://openalex.org/W2111620756","https://openalex.org/W2113668251","https://openalex.org/W2123737232","https://openalex.org/W2124776405","https://openalex.org/W2133864802","https://openalex.org/W2137494113","https://openalex.org/W2140214528","https://openalex.org/W2148603752","https://openalex.org/W2149298154","https://openalex.org/W2149684865","https://openalex.org/W2153104898","https://openalex.org/W2158086655","https://openalex.org/W2166191038","https://openalex.org/W2169384781","https://openalex.org/W2172000360","https://openalex.org/W2229641681","https://openalex.org/W2282078507","https://openalex.org/W2304272388","https://openalex.org/W3119651796"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4361193272","https://openalex.org/W2146739527","https://openalex.org/W2018632273","https://openalex.org/W2897047917","https://openalex.org/W2946956129","https://openalex.org/W3157224608","https://openalex.org/W2186666570","https://openalex.org/W2295477928","https://openalex.org/W2089846971"],"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":4},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}