{"id":"https://openalex.org/W2093323445","doi":"https://doi.org/10.1007/s12530-014-9108-y","title":"Self-adaptive and local strategies for a smooth treatment of drifts in data streams","display_name":"Self-adaptive and local strategies for a smooth treatment of drifts in data streams","publication_year":2014,"publication_date":"2014-04-30","ids":{"openalex":"https://openalex.org/W2093323445","doi":"https://doi.org/10.1007/s12530-014-9108-y","mag":"2093323445"},"language":"en","primary_location":{"id":"doi:10.1007/s12530-014-9108-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12530-014-9108-y","pdf_url":null,"source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"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":"Evolving Systems","raw_type":"journal-article"},"type":"article","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/A5109032110","display_name":"Ammar Shaker","orcid":null},"institutions":[{"id":"https://openalex.org/I161103922","display_name":"Philipps University of Marburg","ror":"https://ror.org/01rdrb571","country_code":"DE","type":"education","lineage":["https://openalex.org/I161103922"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ammar Shaker","raw_affiliation_strings":["Department of Mathematics and Computer Science, Philipps-University Marburg, Marburg, Germany","Department of Mathematics and Computer Science, Philipps-University Marburg, Marburg, Germany#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Philipps-University Marburg, Marburg, Germany","institution_ids":["https://openalex.org/I161103922"]},{"raw_affiliation_string":"Department of Mathematics and Computer Science, Philipps-University Marburg, Marburg, Germany#TAB#","institution_ids":["https://openalex.org/I161103922"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010578654","display_name":"Edwin Lughofer","orcid":"https://orcid.org/0000-0003-1560-5136"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Edwin Lughofer","raw_affiliation_strings":["Department of Knowledge-based Mathematical Systems, Johannes Kepler University of Linz, Linz, Austria","Department of Knowledge-Based Mathematical Systems Johannes Kepler University of Linz Linz Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Knowledge-based Mathematical Systems, Johannes Kepler University of Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]},{"raw_affiliation_string":"Department of Knowledge-Based Mathematical Systems Johannes Kepler University of Linz Linz Austria","institution_ids":["https://openalex.org/I121883995"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5010578654"],"corresponding_institution_ids":["https://openalex.org/I121883995"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":14.1631,"has_fulltext":false,"cited_by_count":67,"citation_normalized_percentile":{"value":0.987783,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"5","issue":"4","first_page":"239","last_page":"257"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9927999973297119,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9854000210762024,"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/forgetting","display_name":"Forgetting","score":0.793716549873352},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7803002595901489},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.6846635341644287},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.649711012840271},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.607837975025177},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5916545987129211},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5783502459526062},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4815959632396698},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.46025335788726807},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.43509548902511597},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39530879259109497},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.321296751499176}],"concepts":[{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.793716549873352},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7803002595901489},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.6846635341644287},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.649711012840271},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.607837975025177},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5916545987129211},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5783502459526062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4815959632396698},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.46025335788726807},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.43509548902511597},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39530879259109497},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.321296751499176},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/s12530-014-9108-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12530-014-9108-y","pdf_url":null,"source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"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":"Evolving Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320327923","display_name":"Linz Center of Mechatronics","ror":"https://ror.org/05dwv6530"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W43637044","https://openalex.org/W133948627","https://openalex.org/W139044672","https://openalex.org/W322952782","https://openalex.org/W596872267","https://openalex.org/W1520101322","https://openalex.org/W1537430301","https://openalex.org/W1540596182","https://openalex.org/W1549707591","https://openalex.org/W1585854823","https://openalex.org/W1962414156","https://openalex.org/W1965555277","https://openalex.org/W1972240011","https://openalex.org/W1999649259","https://openalex.org/W1999860347","https://openalex.org/W2001713891","https://openalex.org/W2002069984","https://openalex.org/W2003516238","https://openalex.org/W2022775778","https://openalex.org/W2030950474","https://openalex.org/W2048144284","https://openalex.org/W2052201135","https://openalex.org/W2052873800","https://openalex.org/W2056552633","https://openalex.org/W2060277733","https://openalex.org/W2060685971","https://openalex.org/W2066535939","https://openalex.org/W2073256825","https://openalex.org/W2079325629","https://openalex.org/W2081988057","https://openalex.org/W2086775121","https://openalex.org/W2092682490","https://openalex.org/W2093768254","https://openalex.org/W2103459159","https://openalex.org/W2107855852","https://openalex.org/W2109205796","https://openalex.org/W2124834651","https://openalex.org/W2131620359","https://openalex.org/W2133088989","https://openalex.org/W2133632100","https://openalex.org/W2135335717","https://openalex.org/W2144782722","https://openalex.org/W2151863350","https://openalex.org/W2152161790","https://openalex.org/W2166781513","https://openalex.org/W2175908904","https://openalex.org/W2188135839","https://openalex.org/W2213714608","https://openalex.org/W2223185427","https://openalex.org/W2280006202","https://openalex.org/W2293050121","https://openalex.org/W2343416548","https://openalex.org/W2469497343","https://openalex.org/W2500228126","https://openalex.org/W2533963581","https://openalex.org/W3081877640","https://openalex.org/W4234672050"],"related_works":["https://openalex.org/W2152483117","https://openalex.org/W2736127210","https://openalex.org/W2574092225","https://openalex.org/W1660343246","https://openalex.org/W2074501513","https://openalex.org/W2026324356","https://openalex.org/W2253527885","https://openalex.org/W2028841489","https://openalex.org/W4246591448","https://openalex.org/W4285492980"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}