{"id":"https://openalex.org/W3008151015","doi":"https://doi.org/10.1007/978-3-030-40783-4_6","title":"A Generic Architectural Framework for Machine Learning on Data Streams","display_name":"A Generic Architectural Framework for Machine Learning on Data Streams","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3008151015","doi":"https://doi.org/10.1007/978-3-030-40783-4_6","mag":"3008151015"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-40783-4_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-40783-4_6","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","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/A5025653040","display_name":"Christoph Augenstein","orcid":"https://orcid.org/0000-0003-4520-3277"},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Christoph Augenstein","raw_affiliation_strings":["Leipzig University, Information Systems Institute, Grimmaische Strasse 12, Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"Leipzig University, Information Systems Institute, Grimmaische Strasse 12, Leipzig, Germany","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002405152","display_name":"Theo Zsch\u00f6rnig","orcid":null},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Theo Zsch\u00f6rnig","raw_affiliation_strings":["Institute for Applied Informatics (InfAI), Leipzig University, Goerdelerring 9, Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Applied Informatics (InfAI), Leipzig University, Goerdelerring 9, Leipzig, Germany","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049103564","display_name":"Norman Spangenberg","orcid":null},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Norman Spangenberg","raw_affiliation_strings":["Leipzig University, Information Systems Institute, Grimmaische Strasse 12, Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"Leipzig University, Information Systems Institute, Grimmaische Strasse 12, Leipzig, Germany","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073546876","display_name":"Robert Wehlitz","orcid":"https://orcid.org/0009-0002-6288-7797"},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robert Wehlitz","raw_affiliation_strings":["Institute for Applied Informatics (InfAI), Leipzig University, Goerdelerring 9, Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Applied Informatics (InfAI), Leipzig University, Goerdelerring 9, Leipzig, Germany","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029017321","display_name":"Bogdan Franczyk","orcid":"https://orcid.org/0000-0002-5740-2946"},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]},{"id":"https://openalex.org/I305801656","display_name":"Wroclaw University of Economics and Business","ror":"https://ror.org/013sm1c65","country_code":"PL","type":"education","lineage":["https://openalex.org/I305801656"]}],"countries":["DE","PL"],"is_corresponding":false,"raw_author_name":"Bogdan Franczyk","raw_affiliation_strings":["Leipzig University, Information Systems Institute, Grimmaische Strasse 12, Leipzig, Germany","Wroclaw University of Economics, ul. Komandorska 118/120, Wroclaw, Poland"],"affiliations":[{"raw_affiliation_string":"Leipzig University, Information Systems Institute, Grimmaische Strasse 12, Leipzig, Germany","institution_ids":["https://openalex.org/I926574661"]},{"raw_affiliation_string":"Wroclaw University of Economics, ul. Komandorska 118/120, Wroclaw, Poland","institution_ids":["https://openalex.org/I305801656"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5025653040"],"corresponding_institution_ids":["https://openalex.org/I926574661"],"apc_list":null,"apc_paid":null,"fwci":0.2747,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.50852421,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"97","last_page":"114"},"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":0.987500011920929,"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":0.9850000143051147,"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":0.861699104309082},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7838398218154907},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6075101494789124},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.5499427318572998},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.518714964389801},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.5102429389953613},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.509023904800415},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.4876445531845093},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.46237868070602417},{"id":"https://openalex.org/keywords/data-structure","display_name":"Data structure","score":0.4182093143463135},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3694581687450409},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3671448528766632},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1928572952747345},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08021751046180725}],"concepts":[{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.861699104309082},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7838398218154907},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6075101494789124},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.5499427318572998},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.518714964389801},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.5102429389953613},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.509023904800415},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.4876445531845093},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.46237868070602417},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.4182093143463135},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3694581687450409},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3671448528766632},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1928572952747345},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08021751046180725},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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":1,"locations":[{"id":"doi:10.1007/978-3-030-40783-4_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-40783-4_6","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1541456620","https://openalex.org/W1780272748","https://openalex.org/W2015200434","https://openalex.org/W2021702566","https://openalex.org/W2025001960","https://openalex.org/W2052021728","https://openalex.org/W2073256825","https://openalex.org/W2078309899","https://openalex.org/W2079484041","https://openalex.org/W2080731889","https://openalex.org/W2114060717","https://openalex.org/W2134058856","https://openalex.org/W2134119432","https://openalex.org/W2140190241","https://openalex.org/W2213201020","https://openalex.org/W2414974126","https://openalex.org/W2528421823","https://openalex.org/W2576683119","https://openalex.org/W2582292785","https://openalex.org/W2585528949","https://openalex.org/W2587703207","https://openalex.org/W2588336250","https://openalex.org/W2609731728","https://openalex.org/W2613597870","https://openalex.org/W2619871144","https://openalex.org/W2620822707","https://openalex.org/W2626498001","https://openalex.org/W2726036316","https://openalex.org/W2762644836","https://openalex.org/W2785412558","https://openalex.org/W2787027464","https://openalex.org/W2789828921","https://openalex.org/W2795122661","https://openalex.org/W2799763618","https://openalex.org/W2810451457","https://openalex.org/W2885748184","https://openalex.org/W2888006113","https://openalex.org/W2889938116","https://openalex.org/W2890010580","https://openalex.org/W2899369790","https://openalex.org/W2919115771","https://openalex.org/W2938734733","https://openalex.org/W2947862474","https://openalex.org/W2949069589","https://openalex.org/W2949119045","https://openalex.org/W2963183879","https://openalex.org/W2964247905","https://openalex.org/W2970587965","https://openalex.org/W2989420342","https://openalex.org/W3099185017","https://openalex.org/W3111422958","https://openalex.org/W4232655498"],"related_works":["https://openalex.org/W4281572076","https://openalex.org/W2469699777","https://openalex.org/W2060628068","https://openalex.org/W2253527885","https://openalex.org/W2773951400","https://openalex.org/W3013371665","https://openalex.org/W4391093024","https://openalex.org/W3208495060","https://openalex.org/W2277307313","https://openalex.org/W2235038291"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
