{"id":"https://openalex.org/W2788940356","doi":"https://doi.org/10.1007/s10586-018-2036-z","title":"Performance evaluation of support vector machine classification approaches in data mining","display_name":"Performance evaluation of support vector machine classification approaches in data mining","publication_year":2018,"publication_date":"2018-02-23","ids":{"openalex":"https://openalex.org/W2788940356","doi":"https://doi.org/10.1007/s10586-018-2036-z","mag":"2788940356"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-018-2036-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-018-2036-z","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"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":"Cluster Computing","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/A5086957467","display_name":"S. Chidambaram","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"S. Chidambaram","raw_affiliation_strings":["Department of IT, National Engineering College, Kovilpatti, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of IT, National Engineering College, Kovilpatti, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057838896","display_name":"K. G. Srinivasagan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K. G. Srinivasagan","raw_affiliation_strings":["Department of IT, National Engineering College, Kovilpatti, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of IT, National Engineering College, Kovilpatti, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5086957467"],"corresponding_institution_ids":[],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":1.166,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.83386815,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"22","issue":"S1","first_page":"189","last_page":"196"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9988999962806702,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9921000003814697,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9909999966621399,"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":0.7952987551689148},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7769889831542969},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6547528505325317},{"id":"https://openalex.org/keywords/polynomial-kernel","display_name":"Polynomial kernel","score":0.6102228164672852},{"id":"https://openalex.org/keywords/radial-basis-function-kernel","display_name":"Radial basis function kernel","score":0.6096137762069702},{"id":"https://openalex.org/keywords/sigmoid-function","display_name":"Sigmoid function","score":0.570082426071167},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.560842752456665},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5546923875808716},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5283392667770386},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5089941024780273},{"id":"https://openalex.org/keywords/linear-classifier","display_name":"Linear classifier","score":0.5085986852645874},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5020430088043213},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.4762049913406372},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4754568934440613},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.4413835406303406},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14826348423957825},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.13287067413330078}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7952987551689148},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7769889831542969},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6547528505325317},{"id":"https://openalex.org/C160446489","wikidata":"https://www.wikidata.org/wiki/Q7226642","display_name":"Polynomial kernel","level":4,"score":0.6102228164672852},{"id":"https://openalex.org/C75866337","wikidata":"https://www.wikidata.org/wiki/Q7280263","display_name":"Radial basis function kernel","level":4,"score":0.6096137762069702},{"id":"https://openalex.org/C81388566","wikidata":"https://www.wikidata.org/wiki/Q526668","display_name":"Sigmoid function","level":3,"score":0.570082426071167},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.560842752456665},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5546923875808716},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5283392667770386},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5089941024780273},{"id":"https://openalex.org/C139532973","wikidata":"https://www.wikidata.org/wiki/Q2679259","display_name":"Linear classifier","level":3,"score":0.5085986852645874},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5020430088043213},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.4762049913406372},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4754568934440613},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.4413835406303406},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14826348423957825},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.13287067413330078},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-018-2036-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-018-2036-z","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"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":"Cluster Computing","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":20,"referenced_works":["https://openalex.org/W49842641","https://openalex.org/W1974136583","https://openalex.org/W1975664724","https://openalex.org/W1988053887","https://openalex.org/W1990171195","https://openalex.org/W1996932677","https://openalex.org/W2002532360","https://openalex.org/W2034914672","https://openalex.org/W2049245185","https://openalex.org/W2051756120","https://openalex.org/W2079110736","https://openalex.org/W2080488708","https://openalex.org/W2083352970","https://openalex.org/W2127658298","https://openalex.org/W2132966115","https://openalex.org/W2140509289","https://openalex.org/W2169171650","https://openalex.org/W2752856697","https://openalex.org/W2757101026","https://openalex.org/W2766692039"],"related_works":["https://openalex.org/W127070535","https://openalex.org/W2353199197","https://openalex.org/W2140869420","https://openalex.org/W2005311689","https://openalex.org/W2357150443","https://openalex.org/W2383515206","https://openalex.org/W2393746448","https://openalex.org/W2384322977","https://openalex.org/W2382704364","https://openalex.org/W2220460856"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}
