{"id":"https://openalex.org/W1594283404","doi":"https://doi.org/10.1007/978-0-387-34747-9_9","title":"Combine Vector Quantization and Support Vector Machine for Imbalanced Datasets","display_name":"Combine Vector Quantization and Support Vector Machine for Imbalanced Datasets","publication_year":2006,"publication_date":"2006-10-08","ids":{"openalex":"https://openalex.org/W1594283404","doi":"https://doi.org/10.1007/978-0-387-34747-9_9","mag":"1594283404"},"language":"en","primary_location":{"id":"doi:10.1007/978-0-387-34747-9_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-0-387-34747-9_9","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP International Federation for Information Processing","raw_type":"book-chapter"},"type":"conference-paper","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/A5080357184","display_name":"Ting Yu","orcid":"https://orcid.org/0000-0001-6386-1906"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I4210117369","display_name":"RoZetta Institute","ror":"https://ror.org/02ex29a12","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I4210117369"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ting Yu","raw_affiliation_strings":["Capital Markets Cooperative Research Centre, Australia","Institute for Information and Communication Technologies Faculty of Information Technology, University of Technology, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Capital Markets Cooperative Research Centre, Australia","institution_ids":["https://openalex.org/I4210117369"]},{"raw_affiliation_string":"Institute for Information and Communication Technologies Faculty of Information Technology, University of Technology, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087506309","display_name":"John Debenham","orcid":"https://orcid.org/0000-0002-5359-5162"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I4210117369","display_name":"RoZetta Institute","ror":"https://ror.org/02ex29a12","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I4210117369"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"John Debenham","raw_affiliation_strings":["Capital Markets Cooperative Research Centre, Australia","Institute for Information and Communication Technologies Faculty of Information Technology, University of Technology, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Capital Markets Cooperative Research Centre, Australia","institution_ids":["https://openalex.org/I4210117369"]},{"raw_affiliation_string":"Institute for Information and Communication Technologies Faculty of Information Technology, University of Technology, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048239546","display_name":"Tony Jan","orcid":"https://orcid.org/0000-0002-3114-8978"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I4210117369","display_name":"RoZetta Institute","ror":"https://ror.org/02ex29a12","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I4210117369"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tony Jan","raw_affiliation_strings":["Capital Markets Cooperative Research Centre, Australia","Institute for Information and Communication Technologies Faculty of Information Technology, University of Technology, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Capital Markets Cooperative Research Centre, Australia","institution_ids":["https://openalex.org/I4210117369"]},{"raw_affiliation_string":"Institute for Information and Communication Technologies Faculty of Information Technology, University of Technology, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048705023","display_name":"Simeon Simoff","orcid":"https://orcid.org/0000-0001-9895-4109"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I4210117369","display_name":"RoZetta Institute","ror":"https://ror.org/02ex29a12","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I4210117369"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Simeon Simoff","raw_affiliation_strings":["Capital Markets Cooperative Research Centre, Australia","Institute for Information and Communication Technologies Faculty of Information Technology, University of Technology, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Capital Markets Cooperative Research Centre, Australia","institution_ids":["https://openalex.org/I4210117369"]},{"raw_affiliation_string":"Institute for Information and Communication Technologies Faculty of Information Technology, University of Technology, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"81","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9975000023841858,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9975000023841858,"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/T14319","display_name":"Currency Recognition and Detection","score":0.9905999898910522,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9884999990463257,"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/support-vector-machine","display_name":"Support vector machine","score":0.8840914368629456},{"id":"https://openalex.org/keywords/vector-quantization","display_name":"Vector quantization","score":0.7022330164909363},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6884618997573853},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6694800853729248},{"id":"https://openalex.org/keywords/undersampling","display_name":"Undersampling","score":0.6690975427627563},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6646119356155396},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5111890435218811},{"id":"https://openalex.org/keywords/structured-support-vector-machine","display_name":"Structured support vector machine","score":0.49233853816986084},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.43397632241249084},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.42623692750930786},{"id":"https://openalex.org/keywords/relevance-vector-machine","display_name":"Relevance vector machine","score":0.4181334376335144},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3272860646247864},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16227641701698303},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.054906368255615234}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8840914368629456},{"id":"https://openalex.org/C199833920","wikidata":"https://www.wikidata.org/wiki/Q612536","display_name":"Vector quantization","level":2,"score":0.7022330164909363},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6884618997573853},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6694800853729248},{"id":"https://openalex.org/C136536468","wikidata":"https://www.wikidata.org/wiki/Q1225894","display_name":"Undersampling","level":2,"score":0.6690975427627563},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6646119356155396},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5111890435218811},{"id":"https://openalex.org/C125168437","wikidata":"https://www.wikidata.org/wiki/Q7625184","display_name":"Structured support vector machine","level":3,"score":0.49233853816986084},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.43397632241249084},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.42623692750930786},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.4181334376335144},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3272860646247864},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16227641701698303},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.054906368255615234},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-0-387-34747-9_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-0-387-34747-9_9","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP International Federation for Information Processing","raw_type":"book-chapter"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/1765","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/1765","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"},{"id":"pmh:oai:sedici.unlp.edu.ar:10915/23866","is_oa":false,"landing_page_url":"http://sedici.unlp.edu.ar/handle/10915/23866","pdf_url":null,"source":{"id":"https://openalex.org/S4306400803","display_name":"El Servicio de Difusi\u00f3n de la Creaci\u00f3n Intelectual (National University of La Plata)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I874386039","host_organization_name":"Universidad Nacional de La Plata","host_organization_lineage":["https://openalex.org/I874386039"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Objeto de conferencia"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W85350352","https://openalex.org/W98056105","https://openalex.org/W133744980","https://openalex.org/W1171158834","https://openalex.org/W1506053358","https://openalex.org/W1506588750","https://openalex.org/W1518959137","https://openalex.org/W1530417869","https://openalex.org/W1535943475","https://openalex.org/W1551909886","https://openalex.org/W1560724230","https://openalex.org/W1570691242","https://openalex.org/W1573676079","https://openalex.org/W1574901103","https://openalex.org/W1607624180","https://openalex.org/W1634005169","https://openalex.org/W1674363625","https://openalex.org/W1687042661","https://openalex.org/W1840442643","https://openalex.org/W1916686100","https://openalex.org/W1981276685","https://openalex.org/W1982025738","https://openalex.org/W2000277463","https://openalex.org/W2013570924","https://openalex.org/W2029319864","https://openalex.org/W2043226657","https://openalex.org/W2053724458","https://openalex.org/W2064701032","https://openalex.org/W2077797310","https://openalex.org/W2081667417","https://openalex.org/W2085514340","https://openalex.org/W2087064593","https://openalex.org/W2099435377","https://openalex.org/W2102122585","https://openalex.org/W2107941094","https://openalex.org/W2121950477","https://openalex.org/W2122665495","https://openalex.org/W2124104465","https://openalex.org/W2128986881","https://openalex.org/W2134383396","https://openalex.org/W2135954108","https://openalex.org/W2146354236","https://openalex.org/W2151554142","https://openalex.org/W2154929945","https://openalex.org/W2156909104","https://openalex.org/W2160468005","https://openalex.org/W2160851181","https://openalex.org/W2208460604","https://openalex.org/W2297395784","https://openalex.org/W2519103408","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1551909886","https://openalex.org/W2099838107","https://openalex.org/W2204506728","https://openalex.org/W2104936869","https://openalex.org/W2148143831","https://openalex.org/W1842291112","https://openalex.org/W2278676076","https://openalex.org/W2426511154","https://openalex.org/W2540920694","https://openalex.org/W1567649426","https://openalex.org/W2544352368","https://openalex.org/W2096059361","https://openalex.org/W2332544268","https://openalex.org/W2026228882","https://openalex.org/W2040925569","https://openalex.org/W2074692139","https://openalex.org/W2375807573","https://openalex.org/W1555269405","https://openalex.org/W2104733108","https://openalex.org/W2169913511"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
