{"id":"https://openalex.org/W1529840045","doi":"https://doi.org/10.1109/icsmc.2005.1571498","title":"Online Bagging and Boosting","display_name":"Online Bagging and Boosting","publication_year":2006,"publication_date":"2006-01-18","ids":{"openalex":"https://openalex.org/W1529840045","doi":"https://doi.org/10.1109/icsmc.2005.1571498","mag":"1529840045"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2005.1571498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2005.1571498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 IEEE International Conference on Systems, Man and Cybernetics","raw_type":"proceedings-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/A5000625363","display_name":"Nikunj C. Oza","orcid":"https://orcid.org/0000-0002-5987-1033"},"institutions":[{"id":"https://openalex.org/I1280536761","display_name":"Ames Research Center","ror":"https://ror.org/02acart68","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280536761","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"N.C. Oza","raw_affiliation_strings":["Intelligent Systems Division, NASA Ames Research Center, Moffett Field, CA, USA","Intelligent Syst. Div., NASA Ames Res. Center, Moffett Field, CA, USA"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Division, NASA Ames Research Center, Moffett Field, CA, USA","institution_ids":["https://openalex.org/I1280536761"]},{"raw_affiliation_string":"Intelligent Syst. Div., NASA Ames Res. Center, Moffett Field, CA, USA","institution_ids":["https://openalex.org/I1280536761"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5000625363"],"corresponding_institution_ids":["https://openalex.org/I1280536761"],"apc_list":null,"apc_paid":null,"fwci":20.4882,"has_fulltext":false,"cited_by_count":572,"citation_normalized_percentile":{"value":0.99408346,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"3","issue":null,"first_page":"2340","last_page":"2345"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9994000196456909,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9994000196456909,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9988999962806702,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.9670125246047974},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7323599457740784},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.6804795861244202},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6777054667472839},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6430193185806274},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.6277245879173279},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5938841700553894},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.5937332510948181},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.512360692024231},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41106587648391724}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.9670125246047974},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7323599457740784},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.6804795861244202},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6777054667472839},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6430193185806274},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.6277245879173279},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5938841700553894},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.5937332510948181},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.512360692024231},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41106587648391724},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2005.1571498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2005.1571498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 IEEE International Conference on Systems, Man and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1988790447","https://openalex.org/W2082168306","https://openalex.org/W2150407757","https://openalex.org/W2155714768","https://openalex.org/W2400267228","https://openalex.org/W2912934387","https://openalex.org/W3021542438","https://openalex.org/W4212883601","https://openalex.org/W6631781440","https://openalex.org/W6682219882","https://openalex.org/W6682675057","https://openalex.org/W6776683718"],"related_works":["https://openalex.org/W2967733078","https://openalex.org/W3204430031","https://openalex.org/W3137904399","https://openalex.org/W4310492845","https://openalex.org/W2885778889","https://openalex.org/W4310224730","https://openalex.org/W2766514146","https://openalex.org/W4289703016","https://openalex.org/W2885516856","https://openalex.org/W4296079469"],"abstract_inverted_index":{"Bagging":[0],"and":[1,18,63,90,98],"boosting":[2,64],"are":[3],"two":[4],"of":[5,61,96],"the":[6,35,52,71,88],"most":[7],"well-known":[8],"ensemble":[9],"learning":[10],"methods":[11],"due":[12],"to":[13,39,51],"their":[14],"theoretical":[15,83],"performance":[16],"guarantees":[17],"strong":[19],"experimental":[20],"results.":[21,84],"However,":[22],"these":[23],"algorithms":[24,92],"have":[25],"been":[26],"used":[27],"mainly":[28],"in":[29,45,94],"batch":[30,91],"mode,":[31],"i.e.,":[32],"they":[33],"require":[34,48,66],"entire":[36],"training":[37,72],"set":[38],"be":[40],"available":[41],"at":[42],"once":[43],"and,":[44],"some":[46,82],"cases,":[47],"random":[49],"access":[50],"data.":[53,73],"In":[54],"this":[55],"paper,":[56],"we":[57],"present":[58],"online":[59,89],"versions":[60],"bagging":[62],"that":[65],"only":[67],"one":[68],"pass":[69],"through":[70],"We":[74,85],"build":[75],"on":[76],"previously":[77],"presented":[78],"work":[79],"by":[80],"describing":[81],"also":[86],"compare":[87],"experimentally":[93],"terms":[95],"accuracy":[97],"running":[99],"time.":[100]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":25},{"year":2021,"cited_by_count":64},{"year":2020,"cited_by_count":70},{"year":2019,"cited_by_count":56},{"year":2018,"cited_by_count":39},{"year":2017,"cited_by_count":38},{"year":2016,"cited_by_count":43},{"year":2015,"cited_by_count":24},{"year":2014,"cited_by_count":38},{"year":2013,"cited_by_count":24},{"year":2012,"cited_by_count":19}],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}