{"id":"https://openalex.org/W2061948523","doi":"https://doi.org/10.1080/08839510802226793","title":"ADAPTIVE MACHINE LEARNING IN DELAYED FEEDBACK DOMAINS BY SELECTIVE RELEARNING","display_name":"ADAPTIVE MACHINE LEARNING IN DELAYED FEEDBACK DOMAINS BY SELECTIVE RELEARNING","publication_year":2008,"publication_date":"2008-07-18","ids":{"openalex":"https://openalex.org/W2061948523","doi":"https://doi.org/10.1080/08839510802226793","mag":"2061948523"},"language":"en","primary_location":{"id":"doi:10.1080/08839510802226793","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839510802226793","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510802226793?needAccess=true&role=button","source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510802226793?needAccess=true&role=button","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003233068","display_name":"Marcus-Christopher Ludl","orcid":null},"institutions":[{"id":"https://openalex.org/I161878677","display_name":"Austrian Research Institute for Artificial Intelligence","ror":"https://ror.org/04j47vk14","country_code":"AT","type":"facility","lineage":["https://openalex.org/I161878677","https://openalex.org/I4210107880"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Marcus-Christopher Ludl","raw_affiliation_strings":["Austrian Research Institute for Artificial Intelligence, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Austrian Research Institute for Artificial Intelligence, Vienna, Austria","institution_ids":["https://openalex.org/I161878677"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002074493","display_name":"Achim Lewandowski","orcid":null},"institutions":[{"id":"https://openalex.org/I161878677","display_name":"Austrian Research Institute for Artificial Intelligence","ror":"https://ror.org/04j47vk14","country_code":"AT","type":"facility","lineage":["https://openalex.org/I161878677","https://openalex.org/I4210107880"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Achim Lewandowski","raw_affiliation_strings":["Austrian Research Institute for Artificial Intelligence, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Austrian Research Institute for Artificial Intelligence, Vienna, Austria","institution_ids":["https://openalex.org/I161878677"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050506609","display_name":"Georg Dorffner","orcid":"https://orcid.org/0000-0002-3181-2576"},"institutions":[{"id":"https://openalex.org/I161878677","display_name":"Austrian Research Institute for Artificial Intelligence","ror":"https://ror.org/04j47vk14","country_code":"AT","type":"facility","lineage":["https://openalex.org/I161878677","https://openalex.org/I4210107880"]},{"id":"https://openalex.org/I76134821","display_name":"Medical University of Vienna","ror":"https://ror.org/05n3x4p02","country_code":"AT","type":"education","lineage":["https://openalex.org/I76134821"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Georg Dorffner","raw_affiliation_strings":["Department of Medical Cybernetics and Artificial Intelligence, Center for Brain Research, Medical University of Vienna, Austria","Department of Medical Cybernetics and Artificial Intelligence , Center for Brain Research, Medical University of Vienna , Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Cybernetics and Artificial Intelligence, Center for Brain Research, Medical University of Vienna, Austria","institution_ids":["https://openalex.org/I161878677"]},{"raw_affiliation_string":"Department of Medical Cybernetics and Artificial Intelligence , Center for Brain Research, Medical University of Vienna , Austria","institution_ids":["https://openalex.org/I76134821"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5002074493"],"corresponding_institution_ids":["https://openalex.org/I161878677"],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":null,"fwci":1.3462,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.87500545,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"22","issue":"6","first_page":"543","last_page":"557"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T10320","display_name":"Neural Networks and Applications","score":0.9965999722480774,"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":0.9936000108718872,"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":0.8879978060722351},{"id":"https://openalex.org/keywords/retraining","display_name":"Retraining","score":0.8163208365440369},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6248637437820435},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5923849940299988},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4994206428527832}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8879978060722351},{"id":"https://openalex.org/C2778712577","wikidata":"https://www.wikidata.org/wiki/Q3505966","display_name":"Retraining","level":2,"score":0.8163208365440369},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6248637437820435},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5923849940299988},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4994206428527832},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C155202549","wikidata":"https://www.wikidata.org/wiki/Q178803","display_name":"International trade","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/08839510802226793","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839510802226793","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510802226793?needAccess=true&role=button","source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.561.6638","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.561.6638","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.alewand.de/inter/selectiverelearning_new.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1080/08839510802226793","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839510802226793","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510802226793?needAccess=true&role=button","source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2061948523.pdf","grobid_xml":"https://content.openalex.org/works/W2061948523.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W52737030","https://openalex.org/W188803003","https://openalex.org/W1507527858","https://openalex.org/W1564592130","https://openalex.org/W1570434832","https://openalex.org/W1604115992","https://openalex.org/W1604758654","https://openalex.org/W1636521571","https://openalex.org/W1801737117","https://openalex.org/W1993430291","https://openalex.org/W2022775778","https://openalex.org/W2025967375","https://openalex.org/W2098070646","https://openalex.org/W2151305268","https://openalex.org/W4241368488"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":{"We":[0,70],"present":[1,96],"a":[2,80,101],"novel":[3],"hybrid":[4],"technique":[5],"for":[6,100,110,120],"improving":[7],"the":[8,28,47,51,54,62,67,72,111,118,122,132,136],"predictive":[9],"performance":[10],"of":[11,30,53,74,131,135],"an":[12,106],"online":[13,107],"machine":[14],"learning":[15,31],"system:":[16],"Combining":[17],"advantages":[18],"from":[19],"both":[20],"memory-based":[21],"and":[22,45,84,115],"concept-based":[23],"procedures":[24],"selective":[25,87],"relearning":[26,88],"tackles":[27],"problem":[29],"in":[32,79,129],"gradually":[33],"changing":[34],"domains":[35],"with":[36],"delayed":[37],"feedback.":[38],"The":[39],"idea":[40],"is":[41,89],"based":[42],"on":[43,50],"training":[44,127],"retraining":[46],"model":[48],"only":[49],"subsegment":[52],"historical":[55],"dataset":[56,83,104],"which":[57],"has":[58],"been":[59],"identified":[60],"as":[61],"one":[63],"most":[64],"similar":[65],"to":[66,92],"current":[68],"conditions.":[69],"exemplify":[71],"effectiveness":[73],"our":[75],"approach":[76],"by":[77],"evaluation":[78],"well-known":[81],"artificial":[82],"show":[85,116],"that":[86,117],"rather":[90],"insensitive":[91],"noise.":[93],"Additionally,":[94],"we":[95],"preliminary":[97],"experimental":[98],"results":[99,128],"complex":[102],"synthetic":[103],"resembling":[105],"diagnostic":[108],"system":[109],"tile":[112],"manufacturing":[113],"industry":[114],"procedure":[119],"selecting":[121],"best":[123],"segment":[124],"yields":[125],"favorable":[126],"terms":[130],"mean-squared":[133],"error":[134],"predictions.":[137]},"counts_by_year":[{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2025-10-10T00:00:00"}