{"id":"https://openalex.org/W204956852","doi":"https://doi.org/10.1007/s10994-013-5433-9","title":"Detecting concept change in dynamic data streams","display_name":"Detecting concept change in dynamic data streams","publication_year":2014,"publication_date":"2014-01-10","ids":{"openalex":"https://openalex.org/W204956852","doi":"https://doi.org/10.1007/s10994-013-5433-9","mag":"204956852"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-013-5433-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-013-5433-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-013-5433-9.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-013-5433-9.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081515766","display_name":"Russel Pears","orcid":null},"institutions":[{"id":"https://openalex.org/I39854758","display_name":"Auckland University of Technology","ror":"https://ror.org/01zvqw119","country_code":"NZ","type":"education","lineage":["https://openalex.org/I39854758"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Russel Pears","raw_affiliation_strings":["School of Computing and Mathematical Sciences, AUT University, Auckland, New Zealand","School of computing and mathematical sciences, AUT University, Auckland, New Zealand"],"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematical Sciences, AUT University, Auckland, New Zealand","institution_ids":["https://openalex.org/I39854758"]},{"raw_affiliation_string":"School of computing and mathematical sciences, AUT University, Auckland, New Zealand","institution_ids":["https://openalex.org/I39854758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001217153","display_name":"Sripirakas Sakthithasan","orcid":null},"institutions":[{"id":"https://openalex.org/I39854758","display_name":"Auckland University of Technology","ror":"https://ror.org/01zvqw119","country_code":"NZ","type":"education","lineage":["https://openalex.org/I39854758"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Sripirakas Sakthithasan","raw_affiliation_strings":["School of Computing and Mathematical Sciences, AUT University, Auckland, New Zealand","School of computing and mathematical sciences, AUT University, Auckland, New Zealand"],"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematical Sciences, AUT University, Auckland, New Zealand","institution_ids":["https://openalex.org/I39854758"]},{"raw_affiliation_string":"School of computing and mathematical sciences, AUT University, Auckland, New Zealand","institution_ids":["https://openalex.org/I39854758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017570709","display_name":"Yun Sing Koh","orcid":"https://orcid.org/0000-0001-7256-4049"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Yun Sing Koh","raw_affiliation_strings":["Department of Computer Science, University of Auckland, Auckland, New Zealand","Dept. of Computer Science, University of Auckland Auckland, New Zealand"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]},{"raw_affiliation_string":"Dept. of Computer Science, University of Auckland Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081515766"],"corresponding_institution_ids":["https://openalex.org/I39854758"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":9.7598,"has_fulltext":true,"cited_by_count":102,"citation_normalized_percentile":{"value":0.98017382,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"97","issue":"3","first_page":"259","last_page":"293"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9448999762535095,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9441999793052673,"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/concept-drift","display_name":"Concept drift","score":0.820626974105835},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.8175945281982422},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7194480895996094},{"id":"https://openalex.org/keywords/false-positive-rate","display_name":"False positive rate","score":0.5954369306564331},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.561079740524292},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5528457164764404},{"id":"https://openalex.org/keywords/false-discovery-rate","display_name":"False discovery rate","score":0.5116003155708313},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5101883411407471},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.4773542881011963},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.44449979066848755},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4368777573108673},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42669716477394104},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4176056981086731},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.4133053421974182},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3780228793621063}],"concepts":[{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.820626974105835},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.8175945281982422},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7194480895996094},{"id":"https://openalex.org/C95922358","wikidata":"https://www.wikidata.org/wiki/Q5432725","display_name":"False positive rate","level":2,"score":0.5954369306564331},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.561079740524292},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5528457164764404},{"id":"https://openalex.org/C193244246","wikidata":"https://www.wikidata.org/wiki/Q5432696","display_name":"False discovery rate","level":3,"score":0.5116003155708313},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5101883411407471},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.4773542881011963},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.44449979066848755},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4368777573108673},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42669716477394104},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4176056981086731},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.4133053421974182},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3780228793621063},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10994-013-5433-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-013-5433-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-013-5433-9.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10994-013-5433-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-013-5433-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-013-5433-9.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W204956852.pdf","grobid_xml":"https://content.openalex.org/works/W204956852.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W38774257","https://openalex.org/W170920281","https://openalex.org/W317795198","https://openalex.org/W1525647652","https://openalex.org/W1537430301","https://openalex.org/W1546051088","https://openalex.org/W1547629709","https://openalex.org/W1549638554","https://openalex.org/W1583155004","https://openalex.org/W1585854823","https://openalex.org/W1747560487","https://openalex.org/W1786332878","https://openalex.org/W1907380269","https://openalex.org/W1990079212","https://openalex.org/W1990990210","https://openalex.org/W2002847183","https://openalex.org/W2009727399","https://openalex.org/W2010531033","https://openalex.org/W2010657328","https://openalex.org/W2044535354","https://openalex.org/W2051903196","https://openalex.org/W2069701377","https://openalex.org/W2097452095","https://openalex.org/W2110222014","https://openalex.org/W2119885577","https://openalex.org/W2120587290","https://openalex.org/W2122951085","https://openalex.org/W2127660787","https://openalex.org/W2133986364","https://openalex.org/W2135335717","https://openalex.org/W2143991132","https://openalex.org/W2144782722","https://openalex.org/W2150142541","https://openalex.org/W2163244517","https://openalex.org/W2170936641","https://openalex.org/W2181744257","https://openalex.org/W2477415620","https://openalex.org/W2625139907","https://openalex.org/W2729094633","https://openalex.org/W2914724946","https://openalex.org/W2949395086","https://openalex.org/W4248979535","https://openalex.org/W4249116379","https://openalex.org/W4285719527","https://openalex.org/W6677561110","https://openalex.org/W6678667158","https://openalex.org/W6680192438","https://openalex.org/W6680901108","https://openalex.org/W6685077929"],"related_works":["https://openalex.org/W4307392573","https://openalex.org/W2802243998","https://openalex.org/W2736127210","https://openalex.org/W2329342202","https://openalex.org/W2574092225","https://openalex.org/W4200217704","https://openalex.org/W2161835057","https://openalex.org/W1521014365","https://openalex.org/W3208495060","https://openalex.org/W2740428142"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
