{"id":"https://openalex.org/W2111704862","doi":"https://doi.org/10.1007/978-3-642-22191-0_61","title":"Reduced Support Vector Machine Based on k-Mode Clustering for Classification Large Categorical Dataset","display_name":"Reduced Support Vector Machine Based on k-Mode Clustering for Classification Large Categorical Dataset","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W2111704862","doi":"https://doi.org/10.1007/978-3-642-22191-0_61","mag":"2111704862"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-22191-0_61","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-22191-0_61","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5012910215","display_name":"Santi Wulan Purnami","orcid":"https://orcid.org/0000-0002-0427-5445"},"institutions":[{"id":"https://openalex.org/I166843116","display_name":"Sepuluh Nopember Institute of Technology","ror":"https://ror.org/05kbmmt89","country_code":"ID","type":"education","lineage":["https://openalex.org/I166843116"]},{"id":"https://openalex.org/I102913810","display_name":"Universiti Malaysia Pahang Al-Sultan Abdullah","ror":"https://ror.org/01704wp68","country_code":"MY","type":"education","lineage":["https://openalex.org/I102913810"]}],"countries":["ID","MY"],"is_corresponding":true,"raw_author_name":"Santi Wulan Purnami","raw_affiliation_strings":["Department of Statistics, Institut Teknologi Sepuluh Nopember (ITS) Surabaya, Keputih, Sukolilo, Surabaya, 60111, Indonesia","Faculty of Computer System and Software Engineering, University Malaysia Pahang, Lebuh Raya Tun Abdul Razak, 26300, Kuantan Pahang, Malaysia","University Malaysia Pahang, Lebuh Raya Tun Abdul Razak","Institut Teknologi Sepuluh Nopember (ITS) Surabaya"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Institut Teknologi Sepuluh Nopember (ITS) Surabaya, Keputih, Sukolilo, Surabaya, 60111, Indonesia","institution_ids":["https://openalex.org/I166843116"]},{"raw_affiliation_string":"Faculty of Computer System and Software Engineering, University Malaysia Pahang, Lebuh Raya Tun Abdul Razak, 26300, Kuantan Pahang, Malaysia","institution_ids":["https://openalex.org/I102913810"]},{"raw_affiliation_string":"University Malaysia Pahang, Lebuh Raya Tun Abdul Razak","institution_ids":["https://openalex.org/I102913810"]},{"raw_affiliation_string":"Institut Teknologi Sepuluh Nopember (ITS) Surabaya","institution_ids":["https://openalex.org/I166843116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046044880","display_name":"Jasni Mohamad Zain","orcid":"https://orcid.org/0000-0003-2072-1510"},"institutions":[{"id":"https://openalex.org/I102913810","display_name":"Universiti Malaysia Pahang Al-Sultan Abdullah","ror":"https://ror.org/01704wp68","country_code":"MY","type":"education","lineage":["https://openalex.org/I102913810"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Jasni Mohamad Zain","raw_affiliation_strings":["Faculty of Computer System and Software Engineering, University Malaysia Pahang, Lebuh Raya Tun Abdul Razak, 26300, Kuantan Pahang, Malaysia","Faculty of Computer Systems and Software Engineering, Universiti Malaysia Pahang, Lebuhraya Tun Razak, 26300 Gambang, Kuantan, Pahang, Malaysia","University Malaysia Pahang, Lebuh Raya Tun Abdul Razak"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer System and Software Engineering, University Malaysia Pahang, Lebuh Raya Tun Abdul Razak, 26300, Kuantan Pahang, Malaysia","institution_ids":["https://openalex.org/I102913810"]},{"raw_affiliation_string":"Faculty of Computer Systems and Software Engineering, Universiti Malaysia Pahang, Lebuhraya Tun Razak, 26300 Gambang, Kuantan, Pahang, Malaysia","institution_ids":["https://openalex.org/I102913810"]},{"raw_affiliation_string":"University Malaysia Pahang, Lebuh Raya Tun Abdul Razak","institution_ids":["https://openalex.org/I102913810"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038631435","display_name":"Abdullah Embong","orcid":null},"institutions":[{"id":"https://openalex.org/I102913810","display_name":"Universiti Malaysia Pahang Al-Sultan Abdullah","ror":"https://ror.org/01704wp68","country_code":"MY","type":"education","lineage":["https://openalex.org/I102913810"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Abdullah Embong","raw_affiliation_strings":["Faculty of Computer System and Software Engineering, University Malaysia Pahang, Lebuh Raya Tun Abdul Razak, 26300, Kuantan Pahang, Malaysia","University Malaysia Pahang, Lebuh Raya Tun Abdul Razak"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer System and Software Engineering, University Malaysia Pahang, Lebuh Raya Tun Abdul Razak, 26300, Kuantan Pahang, Malaysia","institution_ids":["https://openalex.org/I102913810"]},{"raw_affiliation_string":"University Malaysia Pahang, Lebuh Raya Tun Abdul Razak","institution_ids":["https://openalex.org/I102913810"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012910215"],"corresponding_institution_ids":["https://openalex.org/I102913810","https://openalex.org/I166843116"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.2296748,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"694","last_page":"702"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9977999925613403,"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":0.9977999925613403,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9819999933242798,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7427578568458557},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.7415109872817993},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6728296279907227},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5843052268028259},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5469182133674622},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5175690054893494},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5088596343994141},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4105924069881439},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26534324884414673}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7427578568458557},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.7415109872817993},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6728296279907227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5843052268028259},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5469182133674622},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5175690054893494},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5088596343994141},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4105924069881439},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26534324884414673},{"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:10.1007/978-3-642-22191-0_61","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-22191-0_61","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W53503091","https://openalex.org/W1503146938","https://openalex.org/W1538798607","https://openalex.org/W1549656520","https://openalex.org/W1584445734","https://openalex.org/W1589603734","https://openalex.org/W1621799579","https://openalex.org/W1971605645","https://openalex.org/W1985195207","https://openalex.org/W2026360870","https://openalex.org/W2064575768","https://openalex.org/W2066335404","https://openalex.org/W2084812512","https://openalex.org/W2096285766","https://openalex.org/W2109943925","https://openalex.org/W2114545146","https://openalex.org/W2136824894","https://openalex.org/W2142114945","https://openalex.org/W2149230623","https://openalex.org/W2149512237","https://openalex.org/W2156909104","https://openalex.org/W2488670216","https://openalex.org/W3009784374","https://openalex.org/W4238149895","https://openalex.org/W4285719527","https://openalex.org/W7011740287"],"related_works":["https://openalex.org/W4386799044","https://openalex.org/W2773208253","https://openalex.org/W2560646951","https://openalex.org/W4297454206","https://openalex.org/W65104662","https://openalex.org/W1871748041","https://openalex.org/W2362286668","https://openalex.org/W2133382151","https://openalex.org/W2153339597","https://openalex.org/W1528412344"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
