{"id":"https://openalex.org/W2919306532","doi":"https://doi.org/10.1007/978-3-319-63962-8_326-1","title":"Online Machine Learning in Big Data Streams: Overview","display_name":"Online Machine Learning in Big Data Streams: Overview","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2919306532","doi":"https://doi.org/10.1007/978-3-319-63962-8_326-1","mag":"2919306532"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-63962-8_326-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-63962-8_326-1","pdf_url":null,"source":{"id":"https://openalex.org/S4306509327","display_name":"Encyclopedia of Big Data Technologies","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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Encyclopedia of Big Data Technologies","raw_type":"book-chapter"},"type":"reference-entry","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/A5021452458","display_name":"Andr\u00e1s A. Bencz\u00far","orcid":"https://orcid.org/0000-0002-9392-0986"},"institutions":[{"id":"https://openalex.org/I4210117195","display_name":"HUN-REN Institute for Computer Science and Control","ror":"https://ror.org/0249v7n71","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210117195","https://openalex.org/I4387152226"]},{"id":"https://openalex.org/I7597260","display_name":"Hungarian Academy of Sciences","ror":"https://ror.org/02ks8qq67","country_code":"HU","type":"government","lineage":["https://openalex.org/I7597260"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"Andr\u00e1s A. Bencz\u00far","raw_affiliation_strings":["Institute for Computer Science and Control, Hungarian Academy of Sciences (MTA SZTAKI), Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Computer Science and Control, Hungarian Academy of Sciences (MTA SZTAKI), Budapest, Hungary","institution_ids":["https://openalex.org/I4210117195","https://openalex.org/I7597260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102890948","display_name":"Levente Kocsis","orcid":"https://orcid.org/0000-0002-8700-5060"},"institutions":[{"id":"https://openalex.org/I4210117195","display_name":"HUN-REN Institute for Computer Science and Control","ror":"https://ror.org/0249v7n71","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210117195","https://openalex.org/I4387152226"]},{"id":"https://openalex.org/I7597260","display_name":"Hungarian Academy of Sciences","ror":"https://ror.org/02ks8qq67","country_code":"HU","type":"government","lineage":["https://openalex.org/I7597260"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Levente Kocsis","raw_affiliation_strings":["Institute for Computer Science and Control, Hungarian Academy of Sciences (MTA SZTAKI), Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Computer Science and Control, Hungarian Academy of Sciences (MTA SZTAKI), Budapest, Hungary","institution_ids":["https://openalex.org/I4210117195","https://openalex.org/I7597260"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039678992","display_name":"R\u00f3bert P\u00e1lovics","orcid":"https://orcid.org/0000-0003-0202-7760"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R\u00f3bert P\u00e1lovics","raw_affiliation_strings":["Department of Computer Science, Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021452458"],"corresponding_institution_ids":["https://openalex.org/I4210117195","https://openalex.org/I7597260"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9879000186920166,"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/data-stream-mining","display_name":"Data stream mining","score":0.9055815935134888},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8352537751197815},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6593597531318665},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.6422560811042786},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.62616366147995},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5906671285629272},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5621175765991211},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5534552931785583},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.5483196973800659},{"id":"https://openalex.org/keywords/online-machine-learning","display_name":"Online machine learning","score":0.537143349647522},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.47371596097946167},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.47314441204071045},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.4449053108692169},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.416454553604126},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37216243147850037},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35179173946380615},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19702258706092834}],"concepts":[{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.9055815935134888},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8352537751197815},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6593597531318665},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.6422560811042786},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.62616366147995},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5906671285629272},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5621175765991211},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5534552931785583},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.5483196973800659},{"id":"https://openalex.org/C115903097","wikidata":"https://www.wikidata.org/wiki/Q7094097","display_name":"Online machine learning","level":3,"score":0.537143349647522},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.47371596097946167},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.47314441204071045},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.4449053108692169},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.416454553604126},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37216243147850037},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35179173946380615},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19702258706092834},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-63962-8_326-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-63962-8_326-1","pdf_url":null,"source":{"id":"https://openalex.org/S4306509327","display_name":"Encyclopedia of Big Data Technologies","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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Encyclopedia of Big Data Technologies","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322192","display_name":"Magyar Tudom\u00e1nyos Akad\u00e9mia","ror":"https://ror.org/02ks8qq67"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W134133433","https://openalex.org/W1593532658","https://openalex.org/W1598064945","https://openalex.org/W1680822381","https://openalex.org/W1761167196","https://openalex.org/W1826290430","https://openalex.org/W1965972569","https://openalex.org/W1978924650","https://openalex.org/W1981276685","https://openalex.org/W1986319134","https://openalex.org/W1995484833","https://openalex.org/W2001474264","https://openalex.org/W2010657328","https://openalex.org/W2024621423","https://openalex.org/W2041517243","https://openalex.org/W2043964814","https://openalex.org/W2060393849","https://openalex.org/W2068714596","https://openalex.org/W2069721263","https://openalex.org/W2073256825","https://openalex.org/W2083842231","https://openalex.org/W2087866628","https://openalex.org/W2088340225","https://openalex.org/W2096544401","https://openalex.org/W2099419573","https://openalex.org/W2119436620","https://openalex.org/W2119745055","https://openalex.org/W2129753516","https://openalex.org/W2132520482","https://openalex.org/W2149576945","https://openalex.org/W2153972927","https://openalex.org/W2164364358","https://openalex.org/W2170936641","https://openalex.org/W2173213060","https://openalex.org/W2213201020","https://openalex.org/W2215569344","https://openalex.org/W2247317079","https://openalex.org/W2295598076","https://openalex.org/W2490805536","https://openalex.org/W2508807458","https://openalex.org/W2579247884","https://openalex.org/W2589642470","https://openalex.org/W2612026221","https://openalex.org/W2613466232","https://openalex.org/W2665024313","https://openalex.org/W2742642850","https://openalex.org/W2748467696","https://openalex.org/W2752238980","https://openalex.org/W2753910905","https://openalex.org/W2913854892","https://openalex.org/W3102476541","https://openalex.org/W3105779090","https://openalex.org/W4236765470","https://openalex.org/W4241298546","https://openalex.org/W4292022450","https://openalex.org/W6601630192","https://openalex.org/W6824051750"],"related_works":["https://openalex.org/W4281572076","https://openalex.org/W4307392573","https://openalex.org/W2802243998","https://openalex.org/W2469699777","https://openalex.org/W2736127210","https://openalex.org/W2060628068","https://openalex.org/W3208495060","https://openalex.org/W2277307313","https://openalex.org/W4246591448","https://openalex.org/W2235038291"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
