{"id":"https://openalex.org/W2743976151","doi":"https://doi.org/10.2298/csis161221017l","title":"Imbalanced data classification based on hybrid resampling and twin support vector machine","display_name":"Imbalanced data classification based on hybrid resampling and twin support vector machine","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2743976151","doi":"https://doi.org/10.2298/csis161221017l","mag":"2743976151"},"language":"en","primary_location":{"id":"doi:10.2298/csis161221017l","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis161221017l","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02141700017C","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02141700017C","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101990182","display_name":"Lu Cao","orcid":"https://orcid.org/0000-0001-8134-2552"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210151615","display_name":"Wuyi University","ror":"https://ror.org/0488wz367","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210151615"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Cao","raw_affiliation_strings":["Sun Yat-sen University, School of data science and computer science, Guangzhou, China + Wuyi University, School of Information Engineering, Jiangmen, China","School of data science and computer science, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University, School of data science and computer science, Guangzhou, China + Wuyi University, School of Information Engineering, Jiangmen, China","institution_ids":["https://openalex.org/I157773358","https://openalex.org/I4210151615"]},{"raw_affiliation_string":"School of data science and computer science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070128994","display_name":"Hong Shen","orcid":"https://orcid.org/0000-0002-3663-6591"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU","CN"],"is_corresponding":true,"raw_author_name":"Hong Shen","raw_affiliation_strings":["Sun Yat-sen University, School of data science and computer science, Guangzhou, China + University of Adelaide, School of Computer Science, Australia","School of Computer Science, University of Adelaide, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University, School of data science and computer science, Guangzhou, China + University of Adelaide, School of Computer Science, Australia","institution_ids":["https://openalex.org/I157773358","https://openalex.org/I5681781"]},{"raw_affiliation_string":"School of Computer Science, University of Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070128994"],"corresponding_institution_ids":["https://openalex.org/I157773358","https://openalex.org/I5681781"],"apc_list":null,"apc_paid":null,"fwci":0.3988,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.71055001,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"14","issue":"3","first_page":"579","last_page":"595"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9835000038146973,"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":0.9835000038146973,"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":0.970300018787384,"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":0.9596999883651733,"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/oversampling","display_name":"Oversampling","score":0.9374865293502808},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8189293146133423},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8064035177230835},{"id":"https://openalex.org/keywords/resampling","display_name":"Resampling","score":0.6489672660827637},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6157381534576416},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5541672110557556},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5271879434585571},{"id":"https://openalex.org/keywords/data-sampling","display_name":"Data sampling","score":0.47582605481147766},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4735153019428253},{"id":"https://openalex.org/keywords/structured-support-vector-machine","display_name":"Structured support vector machine","score":0.46361902356147766},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45793747901916504},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.45510590076446533},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.412895143032074}],"concepts":[{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.9374865293502808},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8189293146133423},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8064035177230835},{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.6489672660827637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6157381534576416},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5541672110557556},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5271879434585571},{"id":"https://openalex.org/C2985946229","wikidata":"https://www.wikidata.org/wiki/Q49908","display_name":"Data sampling","level":2,"score":0.47582605481147766},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4735153019428253},{"id":"https://openalex.org/C125168437","wikidata":"https://www.wikidata.org/wiki/Q7625184","display_name":"Structured support vector machine","level":3,"score":0.46361902356147766},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45793747901916504},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.45510590076446533},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.412895143032074},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2298/csis161221017l","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis161221017l","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02141700017C","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/134361","is_oa":false,"landing_page_url":"https://hdl.handle.net/2440/134361","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dx.doi.org/10.2298/csis161221017l","raw_type":"Journal article"}],"best_oa_location":{"id":"doi:10.2298/csis161221017l","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis161221017l","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02141700017C","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3222104119","display_name":null,"funder_award_id":"2015zk11","funder_id":"https://openalex.org/F4320324310","funder_display_name":"Wuyi University"},{"id":"https://openalex.org/G369886945","display_name":null,"funder_award_id":"2015KQNCX172","funder_id":"https://openalex.org/F4320324310","funder_display_name":"Wuyi University"},{"id":"https://openalex.org/G5989824166","display_name":null,"funder_award_id":"985 Project","funder_id":"https://openalex.org/F4320321160","funder_display_name":"Sun Yat-sen University"}],"funders":[{"id":"https://openalex.org/F4320321160","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71"},{"id":"https://openalex.org/F4320324310","display_name":"Wuyi University","ror":"https://ror.org/059djzq42"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2743976151.pdf","grobid_xml":"https://content.openalex.org/works/W2743976151.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W85350352","https://openalex.org/W1530144005","https://openalex.org/W1551909886","https://openalex.org/W1563938718","https://openalex.org/W1583837637","https://openalex.org/W1966748751","https://openalex.org/W1967127231","https://openalex.org/W1976035027","https://openalex.org/W1981746837","https://openalex.org/W1999318832","https://openalex.org/W2006020859","https://openalex.org/W2019184604","https://openalex.org/W2024223694","https://openalex.org/W2038445713","https://openalex.org/W2038705219","https://openalex.org/W2076272581","https://openalex.org/W2083551746","https://openalex.org/W2087787741","https://openalex.org/W2090089568","https://openalex.org/W2096235960","https://openalex.org/W2099454382","https://openalex.org/W2103614420","https://openalex.org/W2104167780","https://openalex.org/W2104933073","https://openalex.org/W2118978333","https://openalex.org/W2119168155","https://openalex.org/W2119191234","https://openalex.org/W2128965734","https://openalex.org/W2132791018","https://openalex.org/W2148143831","https://openalex.org/W2150559772","https://openalex.org/W2154392078","https://openalex.org/W2170860445","https://openalex.org/W2185967890","https://openalex.org/W2336068717","https://openalex.org/W2588222330","https://openalex.org/W2609196176","https://openalex.org/W2624430499","https://openalex.org/W4239944110","https://openalex.org/W4255675064"],"related_works":["https://openalex.org/W3008199583","https://openalex.org/W3021503072","https://openalex.org/W3176807344","https://openalex.org/W3138490155","https://openalex.org/W2187500075","https://openalex.org/W1996541855","https://openalex.org/W2390299251","https://openalex.org/W2157681233","https://openalex.org/W1036403291","https://openalex.org/W2743976151"],"abstract_inverted_index":{"Imbalanced":[0],"datasets":[1,15],"exist":[2],"widely":[3],"in":[4,13,52,73],"real":[5],"life.":[6],"The":[7],"identification":[8],"of":[9,21,26,64],"the":[10,19,32,53,61,65,97],"minority":[11],"class":[12],"imbalanced":[14,76,105],"tends":[16],"to":[17,59,85,95,102],"be":[18],"focus":[20],"classification.":[22,44,107],"As":[23],"a":[24,49,87],"variant":[25],"enhanced":[27],"support":[28,34],"vector":[29,35],"machine":[30,36],"(SVM),":[31],"twin":[33],"(TWSVM)":[37],"provides":[38],"an":[39],"effective":[40,72],"technique":[41],"for":[42],"data":[43,77,106],"TWSVM":[45,101],"is":[46,70],"based":[47],"on":[48],"relative":[50],"balance":[51,96],"training":[54,98],"sample":[55],"dataset":[56],"and":[57,93],"distribution":[58],"improve":[60],"classification":[62,78],"accuracy":[63],"whole":[66],"dataset,":[67],"however,":[68],"it":[69],"not":[71],"dealing":[74],"with":[75,100,104],"problems.":[79],"In":[80],"this":[81],"paper,":[82],"we":[83],"propose":[84],"combine":[86],"re-sampling":[88],"technique,":[89],"which":[90],"utilizes":[91],"oversampling":[92],"under-sampling":[94],"data,":[99],"deal":[103],"Experimental":[108],"results":[109],"show":[110],"that":[111],"our":[112],"proposed":[113],"approach":[114],"outperforms":[115],"other":[116],"state-of-art":[117],"methods.":[118]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}