{"id":"https://openalex.org/W1486002488","doi":"https://doi.org/10.1109/iscas.2015.7168696","title":"Voting based weighted online sequential extreme learning machine for imbalance multi-class classification","display_name":"Voting based weighted online sequential extreme learning machine for imbalance multi-class classification","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W1486002488","doi":"https://doi.org/10.1109/iscas.2015.7168696","mag":"1486002488"},"language":"en","primary_location":{"id":"doi:10.1109/iscas.2015.7168696","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2015.7168696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"},"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/A5076831394","display_name":"Bilal Mirza","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Bilal Mirza","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore 639798,#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore 639798,#TAB#","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049506273","display_name":"Zhiping Lin","orcid":"https://orcid.org/0000-0002-1587-1226"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zhiping Lin","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore 639798,#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore 639798,#TAB#","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074063024","display_name":"Jiuwen Cao","orcid":"https://orcid.org/0000-0002-6480-5794"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiuwen Cao","raw_affiliation_strings":["Key Lab for IOT and Information Fusion Technology of Zhejiang, Hangzhou Dianzi University, China","Key Lab for IOT and Information Fusion, Technology of Zhejiang, Hangzhou Dianzi University, 310018, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab for IOT and Information Fusion Technology of Zhejiang, Hangzhou Dianzi University, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Key Lab for IOT and Information Fusion, Technology of Zhejiang, Hangzhou Dianzi University, 310018, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002975495","display_name":"Xiaoping Lai","orcid":"https://orcid.org/0000-0002-5878-5563"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoping Lai","raw_affiliation_strings":["Key Lab for IOT and Information Fusion Technology of Zhejiang, Hangzhou Dianzi University, China","Key Lab for IOT and Information Fusion, Technology of Zhejiang, Hangzhou Dianzi University, 310018, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Lab for IOT and Information Fusion Technology of Zhejiang, Hangzhou Dianzi University, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Key Lab for IOT and Information Fusion, Technology of Zhejiang, Hangzhou Dianzi University, 310018, China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"565","last_page":"568"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":1.0,"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/T12676","display_name":"Machine Learning and ELM","score":1.0,"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":0.9869999885559082,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9842000007629395,"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":0.7677779197692871},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.6858818531036377},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6417133808135986},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5875158309936523},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5700466632843018}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7677779197692871},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.6858818531036377},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6417133808135986},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5875158309936523},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5700466632843018},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas.2015.7168696","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2015.7168696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1588282782","https://openalex.org/W1970869406","https://openalex.org/W2042593695","https://openalex.org/W2061065224","https://openalex.org/W2069315453","https://openalex.org/W2086075853","https://openalex.org/W2088654600","https://openalex.org/W2109964623","https://openalex.org/W2111072639","https://openalex.org/W2118978333","https://openalex.org/W2138260443","https://openalex.org/W2158054309","https://openalex.org/W2158081225","https://openalex.org/W2973651390","https://openalex.org/W3120740533","https://openalex.org/W6642955168"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3],"voting":[4,43],"based":[5,44],"weighted":[6],"online":[7,45],"sequential":[8,24,46],"extreme":[9,47,77],"learning":[10,18,48,78],"machine":[11,49,79],"(VWOS-ELM)":[12],"is":[13,21],"proposed":[14,42],"for":[15],"class":[16,30],"imbalance":[17,31],"(CIL).":[19],"VWOS-ELM":[20,52,68],"the":[22,29,40,60,71,74],"first":[23],"classifier":[25],"that":[26,67,87],"can":[27],"tackle":[28],"problem":[32],"in":[33],"multi-class":[34],"data":[35,58],"streams.":[36],"Utilizing":[37],"WOS-ELM":[38,62,72],"and":[39,73],"recently":[41],"(VOS-ELM)":[50],"method,":[51],"adapts":[53],"better":[54],"to":[55,86],"newly":[56],"received":[57],"than":[59],"original":[61],"method.":[63],"Experimental":[64],"results":[65],"show":[66],"outperforms":[69],"both":[70],"recent":[75],"meta-cognitive":[76],"methods.":[80],"It":[81],"also":[82],"achieves":[83],"similar":[84],"performance":[85],"of":[88,90],"ensemble":[89],"subset":[91],"OS-ELM":[92],"(ESOS-ELM)":[93],"but":[94],"using":[95],"fewer":[96],"independent":[97],"classifiers.":[98]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}