{"id":"https://openalex.org/W1964081096","doi":"https://doi.org/10.1007/s00521-012-1194-9","title":"Constrained classifier: a novel approach to nonlinear classification","display_name":"Constrained classifier: a novel approach to nonlinear classification","publication_year":2012,"publication_date":"2012-10-11","ids":{"openalex":"https://openalex.org/W1964081096","doi":"https://doi.org/10.1007/s00521-012-1194-9","mag":"1964081096"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-012-1194-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-012-1194-9","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/A5017262923","display_name":"Hanae Abbassi","orcid":"https://orcid.org/0000-0002-6451-3441"},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"H. Abbassi","raw_affiliation_strings":["Computer Engineering Department, Ferdowsi University of Mashhad, Mashhad, Iran","Ferdowsi University of Mashhad"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]},{"raw_affiliation_string":"Ferdowsi University of Mashhad","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069185272","display_name":"Reza Monsefi","orcid":"https://orcid.org/0000-0002-6434-5273"},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"R. Monsefi","raw_affiliation_strings":["Computer Engineering Department, Ferdowsi University of Mashhad, Mashhad, Iran","Ferdowsi University of Mashhad"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]},{"raw_affiliation_string":"Ferdowsi University of Mashhad","institution_ids":["https://openalex.org/I86958956"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064885254","display_name":"Hadi Sadoghi Yazdi","orcid":"https://orcid.org/0000-0002-6885-4956"},"institutions":[{"id":"https://openalex.org/I86958956","display_name":"Ferdowsi University of Mashhad","ror":"https://ror.org/00g6ka752","country_code":"IR","type":"education","lineage":["https://openalex.org/I86958956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"H. Sadoghi Yazdi","raw_affiliation_strings":["Computer Engineering Department, Ferdowsi University of Mashhad, Mashhad, Iran","Ferdowsi University of Mashhad"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Ferdowsi University of Mashhad, Mashhad, Iran","institution_ids":["https://openalex.org/I86958956"]},{"raw_affiliation_string":"Ferdowsi University of Mashhad","institution_ids":["https://openalex.org/I86958956"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017262923"],"corresponding_institution_ids":["https://openalex.org/I86958956"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06688255,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"23","issue":"7-8","first_page":"2367","last_page":"2377"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.996999979019165,"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/T10320","display_name":"Neural Networks and Applications","score":0.996999979019165,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9919999837875366,"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":0.9911999702453613,"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/classifier","display_name":"Classifier (UML)","score":0.8565249443054199},{"id":"https://openalex.org/keywords/margin-classifier","display_name":"Margin classifier","score":0.751861572265625},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6652204990386963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6579238176345825},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5885935425758362},{"id":"https://openalex.org/keywords/linear-classifier","display_name":"Linear classifier","score":0.5827704668045044},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.5548275709152222},{"id":"https://openalex.org/keywords/quadratic-classifier","display_name":"Quadratic classifier","score":0.5270191431045532},{"id":"https://openalex.org/keywords/separable-space","display_name":"Separable space","score":0.5127905011177063},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5102381706237793},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4471222162246704},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44627130031585693},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3517930507659912}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.8565249443054199},{"id":"https://openalex.org/C173102733","wikidata":"https://www.wikidata.org/wiki/Q6760396","display_name":"Margin classifier","level":3,"score":0.751861572265625},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6652204990386963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6579238176345825},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5885935425758362},{"id":"https://openalex.org/C139532973","wikidata":"https://www.wikidata.org/wiki/Q2679259","display_name":"Linear classifier","level":3,"score":0.5827704668045044},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.5548275709152222},{"id":"https://openalex.org/C52620605","wikidata":"https://www.wikidata.org/wiki/Q7268357","display_name":"Quadratic classifier","level":3,"score":0.5270191431045532},{"id":"https://openalex.org/C70710897","wikidata":"https://www.wikidata.org/wiki/Q680081","display_name":"Separable space","level":2,"score":0.5127905011177063},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5102381706237793},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4471222162246704},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44627130031585693},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3517930507659912},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-012-1194-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-012-1194-9","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":[{"score":0.49000000953674316,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W113664395","https://openalex.org/W1554663460","https://openalex.org/W1563088657","https://openalex.org/W1639522494","https://openalex.org/W1823976324","https://openalex.org/W1970088130","https://openalex.org/W1980685730","https://openalex.org/W1981914622","https://openalex.org/W1986490585","https://openalex.org/W1987096093","https://openalex.org/W1988790447","https://openalex.org/W1989358763","https://openalex.org/W1995282142","https://openalex.org/W1998255116","https://openalex.org/W2010180657","https://openalex.org/W2011832962","https://openalex.org/W2011883319","https://openalex.org/W2023390650","https://openalex.org/W2023961611","https://openalex.org/W2029538739","https://openalex.org/W2072742728","https://openalex.org/W2085281262","https://openalex.org/W2092672691","https://openalex.org/W2101460669","https://openalex.org/W2109651012","https://openalex.org/W2111341802","https://openalex.org/W2115629999","https://openalex.org/W2119821739","https://openalex.org/W2124181495","https://openalex.org/W2128182555","https://openalex.org/W2129476886","https://openalex.org/W2140059936","https://openalex.org/W2142635246","https://openalex.org/W2143559846","https://openalex.org/W2161739581","https://openalex.org/W2163999590","https://openalex.org/W2168029744","https://openalex.org/W2168175751","https://openalex.org/W2287037210","https://openalex.org/W3034905139","https://openalex.org/W3101749733","https://openalex.org/W3123545922","https://openalex.org/W3149745985","https://openalex.org/W4205686602","https://openalex.org/W4238284510","https://openalex.org/W4239510810"],"related_works":["https://openalex.org/W2130972437","https://openalex.org/W3096423661","https://openalex.org/W2040550925","https://openalex.org/W2043589769","https://openalex.org/W2010370304","https://openalex.org/W1965671931","https://openalex.org/W1845718094","https://openalex.org/W3206106441","https://openalex.org/W2378824341","https://openalex.org/W3024203328"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}