{"id":"https://openalex.org/W2134125037","doi":"https://doi.org/10.1007/978-3-642-15880-3_15","title":"Leveraging Bagging for Evolving Data Streams","display_name":"Leveraging Bagging for Evolving Data Streams","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2134125037","doi":"https://doi.org/10.1007/978-3-642-15880-3_15","mag":"2134125037"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-15880-3_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-15880-3_15","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/10289/4638","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080970505","display_name":"Albert Bifet","orcid":"https://orcid.org/0000-0002-8339-7773"},"institutions":[{"id":"https://openalex.org/I52179390","display_name":"University of Waikato","ror":"https://ror.org/013fsnh78","country_code":"NZ","type":"education","lineage":["https://openalex.org/I52179390"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Albert Bifet","raw_affiliation_strings":["University of Waikato, Hamilton, New Zealand"],"affiliations":[{"raw_affiliation_string":"University of Waikato, Hamilton, New Zealand","institution_ids":["https://openalex.org/I52179390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063502807","display_name":"Geoffrey Holmes","orcid":"https://orcid.org/0000-0003-0433-8925"},"institutions":[{"id":"https://openalex.org/I52179390","display_name":"University of Waikato","ror":"https://ror.org/013fsnh78","country_code":"NZ","type":"education","lineage":["https://openalex.org/I52179390"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Geoff Holmes","raw_affiliation_strings":["University of Waikato, Hamilton, New Zealand"],"affiliations":[{"raw_affiliation_string":"University of Waikato, Hamilton, New Zealand","institution_ids":["https://openalex.org/I52179390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087785022","display_name":"Bernhard Pfahringer","orcid":"https://orcid.org/0000-0002-3732-5787"},"institutions":[{"id":"https://openalex.org/I52179390","display_name":"University of Waikato","ror":"https://ror.org/013fsnh78","country_code":"NZ","type":"education","lineage":["https://openalex.org/I52179390"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Bernhard Pfahringer","raw_affiliation_strings":["University of Waikato, Hamilton, New Zealand"],"affiliations":[{"raw_affiliation_string":"University of Waikato, Hamilton, New Zealand","institution_ids":["https://openalex.org/I52179390"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080970505"],"corresponding_institution_ids":["https://openalex.org/I52179390"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.2387,"has_fulltext":true,"cited_by_count":370,"citation_normalized_percentile":{"value":0.95431589,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"135","last_page":"150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9779999852180481,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9713000059127808,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8574894666671753},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.829209566116333},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6526381969451904},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6509367227554321},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6190004348754883},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4914017915725708},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.43442240357398987},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.43021559715270996},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4267774224281311}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8574894666671753},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.829209566116333},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6526381969451904},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6509367227554321},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6190004348754883},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4914017915725708},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.43442240357398987},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.43021559715270996},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4267774224281311},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-642-15880-3_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-15880-3_15","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:researchcommons.waikato.ac.nz:10289/4638","is_oa":true,"landing_page_url":"https://hdl.handle.net/10289/4638","pdf_url":"https://hdl.handle.net/10289/4638","source":{"id":"https://openalex.org/S4306400944","display_name":"Research Commons (University of Waikato)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I52179390","host_organization_name":"University of Waikato","host_organization_lineage":["https://openalex.org/I52179390"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)","raw_type":"Conference Contribution"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.191.791","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.191.791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.waikato.ac.nz/%7Eabifet/publications/Bifet_336.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:researchcommons.waikato.ac.nz:10289/4638","is_oa":true,"landing_page_url":"https://hdl.handle.net/10289/4638","pdf_url":"https://hdl.handle.net/10289/4638","source":{"id":"https://openalex.org/S4306400944","display_name":"Research Commons (University of Waikato)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I52179390","host_organization_name":"University of Waikato","host_organization_lineage":["https://openalex.org/I52179390"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)","raw_type":"Conference Contribution"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2134125037.pdf","grobid_xml":"https://content.openalex.org/works/W2134125037.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W119778216","https://openalex.org/W589058777","https://openalex.org/W1565746575","https://openalex.org/W1577823635","https://openalex.org/W1578276759","https://openalex.org/W1578772208","https://openalex.org/W1585854823","https://openalex.org/W1594031697","https://openalex.org/W1676820704","https://openalex.org/W1840338487","https://openalex.org/W1990079212","https://openalex.org/W2010657328","https://openalex.org/W2016159616","https://openalex.org/W2068714596","https://openalex.org/W2068852101","https://openalex.org/W2082168306","https://openalex.org/W2086364952","https://openalex.org/W2135335717","https://openalex.org/W2140831914","https://openalex.org/W2142771821","https://openalex.org/W2143991132","https://openalex.org/W2150407757","https://openalex.org/W2150871663","https://openalex.org/W2152092684","https://openalex.org/W2162152641","https://openalex.org/W2400267228","https://openalex.org/W2487701457","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W3085162807","https://openalex.org/W3120740533","https://openalex.org/W4244313837"],"related_works":["https://openalex.org/W3100297620","https://openalex.org/W3159962567","https://openalex.org/W2955385375","https://openalex.org/W3208169454","https://openalex.org/W3044867970","https://openalex.org/W4281560664","https://openalex.org/W2964528625","https://openalex.org/W4313906961","https://openalex.org/W4385728794","https://openalex.org/W3195168932"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":33},{"year":2023,"cited_by_count":33},{"year":2022,"cited_by_count":32},{"year":2021,"cited_by_count":47},{"year":2020,"cited_by_count":44},{"year":2019,"cited_by_count":34},{"year":2018,"cited_by_count":24},{"year":2017,"cited_by_count":30},{"year":2016,"cited_by_count":22},{"year":2015,"cited_by_count":17},{"year":2014,"cited_by_count":13},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":7}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2025-10-10T00:00:00"}