{"id":"https://openalex.org/W2099419573","doi":"https://doi.org/10.1145/2523813","title":"A survey on concept drift adaptation","display_name":"A survey on concept drift adaptation","publication_year":2014,"publication_date":"2014-03-01","ids":{"openalex":"https://openalex.org/W2099419573","doi":"https://doi.org/10.1145/2523813","mag":"2099419573"},"language":"en","primary_location":{"id":"doi:10.1145/2523813","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2523813","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://eprints.bournemouth.ac.uk/22491/1/ACM%20computing%20surveys.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114376321","display_name":"Jo\u00e3o Gama","orcid":"https://orcid.org/0000-0003-3357-1195"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Jo\u00e3o Gama","raw_affiliation_strings":["University of Porto, Portugal","University of Porto , Portugal"],"affiliations":[{"raw_affiliation_string":"University of Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"University of Porto , Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037208593","display_name":"Indr\u0117 \u017dliobait\u0117","orcid":"https://orcid.org/0000-0003-2427-5407"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Indr\u0117 \u017dliobait\u0117","raw_affiliation_strings":["Aalto University and HIIT, Finland","Aalto University and HIIT, Finland#TAB#"],"affiliations":[{"raw_affiliation_string":"Aalto University and HIIT, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Aalto University and HIIT, Finland#TAB#","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080970505","display_name":"Albert Bifet","orcid":"https://orcid.org/0000-0002-8339-7773"},"institutions":[{"id":"https://openalex.org/I2800095910","display_name":"Yahoo (Spain)","ror":"https://ror.org/03gq8sg42","country_code":"ES","type":"company","lineage":["https://openalex.org/I2800095910","https://openalex.org/I4210134091"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Albert Bifet","raw_affiliation_strings":["Yahoo! Research Barcelona, Spain","Yahoo&excl; Research Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Yahoo! Research Barcelona, Spain","institution_ids":["https://openalex.org/I2800095910"]},{"raw_affiliation_string":"Yahoo&excl; Research Barcelona, Spain","institution_ids":["https://openalex.org/I2800095910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022601535","display_name":"Mykola Pechenizkiy","orcid":"https://orcid.org/0000-0003-4955-0743"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Mykola Pechenizkiy","raw_affiliation_strings":["Eindhoven University of Technology, the Netherlands"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, the Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063662012","display_name":"Abdelhamid Bouchachia","orcid":"https://orcid.org/0000-0002-1980-5517"},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Abdelhamid Bouchachia","raw_affiliation_strings":["Bournemouth University, UK"],"affiliations":[{"raw_affiliation_string":"Bournemouth University, UK","institution_ids":["https://openalex.org/I9300472"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5114376321"],"corresponding_institution_ids":["https://openalex.org/I182534213"],"apc_list":null,"apc_paid":null,"fwci":196.206,"has_fulltext":true,"cited_by_count":3171,"citation_normalized_percentile":{"value":0.99988505,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"46","issue":"4","first_page":"1","last_page":"37"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.9778000116348267,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11407","display_name":"Innovative Microfluidic and Catalytic Techniques Innovation","score":0.9746000170707703,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.9572931528091431},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8566610813140869},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.7314556837081909},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.7055102586746216},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5380399227142334},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5297943949699402},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4524867832660675},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4359784424304962},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.42672234773635864},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4104352593421936},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36000967025756836},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3135536015033722},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.2761377692222595}],"concepts":[{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.9572931528091431},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8566610813140869},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.7314556837081909},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.7055102586746216},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5380399227142334},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5297943949699402},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4524867832660675},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4359784424304962},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.42672234773635864},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4104352593421936},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36000967025756836},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3135536015033722},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.2761377692222595},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1145/2523813","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2523813","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},{"id":"pmh:oai:pure.tue.nl:publications/2866e334-9a5c-4fad-85ec-e44e075a6365","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/2866e334-9a5c-4fad-85ec-e44e075a6365","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Gama, J, Zliobaite, I, Bifet, A, Pechenizkiy, M & Bouchachia, A 2014, 'A survey on concept drift adaptation', ACM Computing Surveys, vol. 46, no. 4, 44, pp. 44/1-37. https://doi.org/10.1145/2523813","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:eprints.bournemouth.ac.uk:22491","is_oa":true,"landing_page_url":null,"pdf_url":"http://eprints.bournemouth.ac.uk/22491/1/ACM%20computing%20surveys.pdf","source":{"id":"https://openalex.org/S4306400187","display_name":"Bournemouth University Research Online (Bournemouth University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9300472","host_organization_name":"Bournemouth University","host_organization_lineage":["https://openalex.org/I9300472"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:766242","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=766242","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:0360-0300","raw_type":"Article / Letter to the editor"},{"id":"pmh:oai:library.tue.nl:766242","is_oa":false,"landing_page_url":"http://repository.tue.nl/766242","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:0360-0300","raw_type":"Article / Letter to the editor"},{"id":"pmh:oai:repositorio.inesctec.pt:123456789/5370","is_oa":true,"landing_page_url":"http://repositorio.inesctec.pt/handle/123456789/5370","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"},{"id":"pmh:tue:oai:pure.tue.nl:publications/2866e334-9a5c-4fad-85ec-e44e075a6365","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/2866e334-9a5c-4fad-85ec-e44e075a6365","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACM Computing Surveys, 46(4):44, 44/1 - 37. Association for Computing Machinery, Inc","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:eprints.bournemouth.ac.uk:22491","is_oa":true,"landing_page_url":null,"pdf_url":"http://eprints.bournemouth.ac.uk/22491/1/ACM%20computing%20surveys.pdf","source":{"id":"https://openalex.org/S4306400187","display_name":"Bournemouth University Research Online (Bournemouth University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9300472","host_organization_name":"Bournemouth University","host_organization_lineage":["https://openalex.org/I9300472"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1616504113","display_name":null,"funder_award_id":"251617","funder_id":"https://openalex.org/F4320334960","funder_display_name":"Seventh Framework Programme"},{"id":"https://openalex.org/G2433362229","display_name":null,"funder_award_id":"ICT-2013-612944","funder_id":"https://openalex.org/F4320334960","funder_display_name":"Seventh Framework Programme"},{"id":"https://openalex.org/G6577931256","display_name":null,"funder_award_id":"118653","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"}],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"},{"id":"https://openalex.org/F4320334960","display_name":"Seventh Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2099419573.pdf","grobid_xml":"https://content.openalex.org/works/W2099419573.grobid-xml"},"referenced_works_count":172,"referenced_works":["https://openalex.org/W3487859","https://openalex.org/W13338109","https://openalex.org/W38774257","https://openalex.org/W42215894","https://openalex.org/W64908097","https://openalex.org/W104527645","https://openalex.org/W118683668","https://openalex.org/W139044672","https://openalex.org/W163332123","https://openalex.org/W1481458213","https://openalex.org/W1483135265","https://openalex.org/W1486811565","https://openalex.org/W1487801850","https://openalex.org/W1490392925","https://openalex.org/W1490658580","https://openalex.org/W1494666837","https://openalex.org/W1500307578","https://openalex.org/W1501916037","https://openalex.org/W1505086392","https://openalex.org/W1506637749","https://openalex.org/W1507527858","https://openalex.org/W1516127628","https://openalex.org/W1529046154","https://openalex.org/W1536228795","https://openalex.org/W1537984764","https://openalex.org/W1539150806","https://openalex.org/W1543599171","https://openalex.org/W1556113493","https://openalex.org/W1557987543","https://openalex.org/W1562629803","https://openalex.org/W1562713383","https://openalex.org/W1564592130","https://openalex.org/W1565746575","https://openalex.org/W1570963478","https://openalex.org/W1576391096","https://openalex.org/W1576962511","https://openalex.org/W1577823635","https://openalex.org/W1582340466","https://openalex.org/W1585854823","https://openalex.org/W1588100052","https://openalex.org/W1593041439","https://openalex.org/W1594031697","https://openalex.org/W1599232982","https://openalex.org/W1604115992","https://openalex.org/W1636521571","https://openalex.org/W1637435380","https://openalex.org/W1730692908","https://openalex.org/W1747560487","https://openalex.org/W1855113498","https://openalex.org/W1907380269","https://openalex.org/W1958174753","https://openalex.org/W1967511636","https://openalex.org/W1970041563","https://openalex.org/W1970833371","https://openalex.org/W1970989538","https://openalex.org/W1971446341","https://openalex.org/W1973713487","https://openalex.org/W1973991804","https://openalex.org/W1977640460","https://openalex.org/W1980087458","https://openalex.org/W1982039810","https://openalex.org/W1982682305","https://openalex.org/W1988135700","https://openalex.org/W1988901083","https://openalex.org/W1990079212","https://openalex.org/W1991076541","https://openalex.org/W1993430291","https://openalex.org/W1999038366","https://openalex.org/W2001474264","https://openalex.org/W2004110412","https://openalex.org/W2004963814","https://openalex.org/W2009727399","https://openalex.org/W2010657328","https://openalex.org/W2012611887","https://openalex.org/W2012757283","https://openalex.org/W2015857587","https://openalex.org/W2016159616","https://openalex.org/W2018786844","https://openalex.org/W2022775778","https://openalex.org/W2025605741","https://openalex.org/W2028138594","https://openalex.org/W2028931136","https://openalex.org/W2034084112","https://openalex.org/W2040164741","https://openalex.org/W2040298412","https://openalex.org/W2040870580","https://openalex.org/W2043738837","https://openalex.org/W2044535354","https://openalex.org/W2045741237","https://openalex.org/W2047449506","https://openalex.org/W2047469138","https://openalex.org/W2051903196","https://openalex.org/W2053154469","https://openalex.org/W2057763140","https://openalex.org/W2060277733","https://openalex.org/W2062822402","https://openalex.org/W2068714596","https://openalex.org/W2069100993","https://openalex.org/W2069701377","https://openalex.org/W2073256825","https://openalex.org/W2078382802","https://openalex.org/W2084413241","https://openalex.org/W2087866628","https://openalex.org/W2090146698","https://openalex.org/W2093825590","https://openalex.org/W2095345875","https://openalex.org/W2096846143","https://openalex.org/W2097676562","https://openalex.org/W2099302642","https://openalex.org/W2100406636","https://openalex.org/W2100735174","https://openalex.org/W2102629895","https://openalex.org/W2103753221","https://openalex.org/W2108031208","https://openalex.org/W2109084784","https://openalex.org/W2109266080","https://openalex.org/W2110222014","https://openalex.org/W2119885577","https://openalex.org/W2119939946","https://openalex.org/W2120587290","https://openalex.org/W2121038136","https://openalex.org/W2122646361","https://openalex.org/W2122951085","https://openalex.org/W2123003172","https://openalex.org/W2129113961","https://openalex.org/W2129865410","https://openalex.org/W2130416896","https://openalex.org/W2132277248","https://openalex.org/W2133088989","https://openalex.org/W2133294906","https://openalex.org/W2133990480","https://openalex.org/W2134125037","https://openalex.org/W2134385409","https://openalex.org/W2135153142","https://openalex.org/W2136017386","https://openalex.org/W2137629635","https://openalex.org/W2139164688","https://openalex.org/W2139327121","https://openalex.org/W2141767566","https://openalex.org/W2143991132","https://openalex.org/W2144200996","https://openalex.org/W2144782722","https://openalex.org/W2145139979","https://openalex.org/W2147786979","https://openalex.org/W2151225423","https://openalex.org/W2155714768","https://openalex.org/W2160512933","https://openalex.org/W2166576719","https://openalex.org/W2166781513","https://openalex.org/W2171809276","https://openalex.org/W2171960770","https://openalex.org/W2181744257","https://openalex.org/W2243053663","https://openalex.org/W2285144687","https://openalex.org/W2293050121","https://openalex.org/W2294237326","https://openalex.org/W2318628205","https://openalex.org/W2340709770","https://openalex.org/W2361024996","https://openalex.org/W2491694318","https://openalex.org/W2491987755","https://openalex.org/W2799061466","https://openalex.org/W2997546679","https://openalex.org/W3003824022","https://openalex.org/W3004935512","https://openalex.org/W3009195345","https://openalex.org/W3120740533","https://openalex.org/W3139670689","https://openalex.org/W3149261725","https://openalex.org/W4297957988","https://openalex.org/W4300942247","https://openalex.org/W6631733774"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W2251138877","https://openalex.org/W4239323784"],"abstract_inverted_index":{"Concept":[0],"drift":[1,77,103],"primarily":[2],"refers":[3],"to":[4,82,100],"an":[5,79],"online":[6],"supervised":[7,29],"learning":[8,30,37],"scenario":[9],"when":[10],"the":[11,14,18,47,72,85,90,101],"relation":[12],"between":[13],"input":[15],"data":[16],"and":[17,51,54,62,109],"target":[19],"variable":[20],"changes":[21],"over":[22],"time.":[23],"Assuming":[24],"a":[25,64,97],"general":[26],"knowledge":[27],"of":[28,59,66,75,89],"in":[31,78],"this":[32],"article,":[33],"we":[34],"characterize":[35],"adaptive":[36,60],"processes;":[38],"categorize":[39],"existing":[40,86],"strategies":[41],"for":[42,105],"handling":[43],"concept":[44,76,102],"drift;":[45],"overview":[46],"most":[48],"representative,":[49],"distinct,":[50],"popular":[52],"techniques":[53],"algorithms;":[55,61],"discuss":[56],"evaluation":[57],"methodology":[58],"present":[63],"set":[65],"illustrative":[67],"applications.":[68],"The":[69],"survey":[70],"covers":[71],"different":[73],"facets":[74],"integrated":[80],"way":[81],"reflect":[83],"on":[84],"scattered":[87],"state":[88],"art.":[91],"Thus,":[92],"it":[93],"aims":[94],"at":[95],"providing":[96],"comprehensive":[98],"introduction":[99],"adaptation":[104],"researchers,":[106],"industry":[107],"analysts,":[108],"practitioners.":[110]},"counts_by_year":[{"year":2026,"cited_by_count":109},{"year":2025,"cited_by_count":422},{"year":2024,"cited_by_count":289},{"year":2023,"cited_by_count":358},{"year":2022,"cited_by_count":302},{"year":2021,"cited_by_count":373},{"year":2020,"cited_by_count":343},{"year":2019,"cited_by_count":280},{"year":2018,"cited_by_count":227},{"year":2017,"cited_by_count":204},{"year":2016,"cited_by_count":137},{"year":2015,"cited_by_count":96},{"year":2014,"cited_by_count":27},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-12T07:58:50.170612","created_date":"2025-10-10T00:00:00"}
