{"id":"https://openalex.org/W2152646512","doi":"https://doi.org/10.1007/978-3-642-35101-3_59","title":"Bagging Ensemble Selection for Regression","display_name":"Bagging Ensemble Selection for Regression","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2152646512","doi":"https://doi.org/10.1007/978-3-642-35101-3_59","mag":"2152646512"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-35101-3_59","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-35101-3_59","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103102185","display_name":"Quan Sun","orcid":"https://orcid.org/0000-0002-3868-0385"},"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":"Quan Sun","raw_affiliation_strings":["Department of Computer Science, The University of Waikato, Hamilton, New Zealand"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The 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":["Department of Computer Science, The University of Waikato, Hamilton, New Zealand"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Waikato, Hamilton, New Zealand","institution_ids":["https://openalex.org/I52179390"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103102185"],"corresponding_institution_ids":["https://openalex.org/I52179390"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.9038,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.87691909,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"695","last_page":"706"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9983000159263611,"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/T10320","display_name":"Neural Networks and Applications","score":0.9983000159263611,"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":0.9976000189781189,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9926000237464905,"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/random-forest","display_name":"Random forest","score":0.8321226835250854},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.8317819833755493},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.829416036605835},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7291317582130432},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6371042132377625},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6145695447921753},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6005132794380188},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5733877420425415},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.5632031559944153},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.500556230545044},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.4833033084869385},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.4817069172859192},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17948603630065918},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1553027629852295}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.8321226835250854},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.8317819833755493},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.829416036605835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7291317582130432},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6371042132377625},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6145695447921753},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6005132794380188},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5733877420425415},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.5632031559944153},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.500556230545044},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.4833033084869385},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.4817069172859192},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17948603630065918},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1553027629852295},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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":2,"locations":[{"id":"doi:10.1007/978-3-642-35101-3_59","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-35101-3_59","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:10289/6940","is_oa":false,"landing_page_url":"https://hdl.handle.net/10289/6940","pdf_url":null,"source":{"id":"https://openalex.org/S4306401979","display_name":"Research Commons (The 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":"","raw_type":"Conference Contribution"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W73347121","https://openalex.org/W340056678","https://openalex.org/W605727707","https://openalex.org/W1565746575","https://openalex.org/W1678356000","https://openalex.org/W1970295782","https://openalex.org/W1980264541","https://openalex.org/W2070493638","https://openalex.org/W2075665712","https://openalex.org/W2100128988","https://openalex.org/W2108949035","https://openalex.org/W2109094355","https://openalex.org/W2133990480","https://openalex.org/W2150446468","https://openalex.org/W2152761983","https://openalex.org/W2155806188","https://openalex.org/W2158059015","https://openalex.org/W2912934387","https://openalex.org/W4232478844","https://openalex.org/W4247571494"],"related_works":["https://openalex.org/W3100297620","https://openalex.org/W4298012357","https://openalex.org/W4296901315","https://openalex.org/W4285298015","https://openalex.org/W46572615","https://openalex.org/W4293069612","https://openalex.org/W2152646512","https://openalex.org/W1978163942","https://openalex.org/W4375930479","https://openalex.org/W4220785415"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2026-03-30T08:08:38.191290","created_date":"2025-10-10T00:00:00"}