{"id":"https://openalex.org/W1520211939","doi":"https://doi.org/10.1007/978-3-642-03070-3_17","title":"Drift-Aware Ensemble Regression","display_name":"Drift-Aware Ensemble Regression","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1520211939","doi":"https://doi.org/10.1007/978-3-642-03070-3_17","mag":"1520211939"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-03070-3_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-03070-3_17","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/A5064756821","display_name":"Frank Rosenthal","orcid":null},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Frank Rosenthal","raw_affiliation_strings":["Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany","Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany 01062#TAB#"],"affiliations":[{"raw_affiliation_string":"Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]},{"raw_affiliation_string":"Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany 01062#TAB#","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072488588","display_name":"Peter Benjamin Volk","orcid":null},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Benjamin Volk","raw_affiliation_strings":["Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany","Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany 01062#TAB#"],"affiliations":[{"raw_affiliation_string":"Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]},{"raw_affiliation_string":"Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany 01062#TAB#","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005556093","display_name":"Martin Hahmann","orcid":null},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Hahmann","raw_affiliation_strings":["Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany","Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany 01062#TAB#"],"affiliations":[{"raw_affiliation_string":"Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]},{"raw_affiliation_string":"Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany 01062#TAB#","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057703543","display_name":"Dirk Habich","orcid":"https://orcid.org/0000-0002-8671-5466"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dirk Habich","raw_affiliation_strings":["Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany","Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany 01062#TAB#"],"affiliations":[{"raw_affiliation_string":"Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]},{"raw_affiliation_string":"Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany 01062#TAB#","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063512642","display_name":"Wolfgang Lehner","orcid":"https://orcid.org/0000-0001-8107-2775"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wolfgang Lehner","raw_affiliation_strings":["Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany","Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany 01062#TAB#"],"affiliations":[{"raw_affiliation_string":"Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]},{"raw_affiliation_string":"Database Technology Group, Technische Universit\u00e4t Dresden, Email: dbinfo@mail.inf.tu-dresden.de, Dresden, Germany 01062#TAB#","institution_ids":["https://openalex.org/I78650965"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5064756821"],"corresponding_institution_ids":["https://openalex.org/I78650965"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5789,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66168783,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"221","last_page":"235"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","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/T12761","display_name":"Data Stream Mining Techniques","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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9944999814033508,"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":0.9836000204086304,"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":0.7355464696884155},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.6477947235107422},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5710208415985107},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.529433012008667},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4534870982170105},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.452311247587204},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.43854308128356934},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42670345306396484},{"id":"https://openalex.org/keywords/regression-diagnostic","display_name":"Regression diagnostic","score":0.4217129945755005},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35583436489105225},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3330533504486084},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.28962260484695435},{"id":"https://openalex.org/keywords/polynomial-regression","display_name":"Polynomial regression","score":0.2550531029701233},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18146300315856934}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7355464696884155},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.6477947235107422},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5710208415985107},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.529433012008667},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4534870982170105},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.452311247587204},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.43854308128356934},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42670345306396484},{"id":"https://openalex.org/C57381214","wikidata":"https://www.wikidata.org/wiki/Q55631393","display_name":"Regression diagnostic","level":4,"score":0.4217129945755005},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35583436489105225},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3330533504486084},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.28962260484695435},{"id":"https://openalex.org/C120068334","wikidata":"https://www.wikidata.org/wiki/Q45343","display_name":"Polynomial regression","level":3,"score":0.2550531029701233},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18146300315856934},{"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},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-03070-3_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-03070-3_17","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1968108976","https://openalex.org/W1972676371","https://openalex.org/W1978725199","https://openalex.org/W1990079212","https://openalex.org/W1993445447","https://openalex.org/W1999038366","https://openalex.org/W2009727399","https://openalex.org/W2010657328","https://openalex.org/W2022775778","https://openalex.org/W2096697795","https://openalex.org/W2110222014"],"related_works":["https://openalex.org/W31220157","https://openalex.org/W1519288722","https://openalex.org/W267133670","https://openalex.org/W2034959125","https://openalex.org/W4226066678","https://openalex.org/W2184922845","https://openalex.org/W1915333409","https://openalex.org/W2091740012","https://openalex.org/W2950739872","https://openalex.org/W2374894797"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
