{"id":"https://openalex.org/W4396642069","doi":"https://doi.org/10.1007/s11042-024-18349-y","title":"Ensemble framework for concept drift detection and class imbalance in data streams","display_name":"Ensemble framework for concept drift detection and class imbalance in data streams","publication_year":2024,"publication_date":"2024-05-04","ids":{"openalex":"https://openalex.org/W4396642069","doi":"https://doi.org/10.1007/s11042-024-18349-y"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-024-18349-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-024-18349-y","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","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":null,"display_name":"Priya S","orcid":null},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Priya S","raw_affiliation_strings":["Department of Computational Intelligence, College of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, 603 203, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computational Intelligence, College of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, 603 203, India","institution_ids":["https://openalex.org/I145286018"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018468568","display_name":"Annie Uthra R","orcid":null},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Annie Uthra R","raw_affiliation_strings":["Department of Computational Intelligence, College of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, 603 203, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computational Intelligence, College of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, 603 203, India","institution_ids":["https://openalex.org/I145286018"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I145286018"],"apc_list":null,"apc_paid":null,"fwci":0.6077,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71574377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9923999905586243,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.925271213054657},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.8132866621017456},{"id":"https://openalex.org/keywords/streams","display_name":"STREAMS","score":0.636381983757019},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6073507070541382},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.526162326335907},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4483378231525421},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4212070107460022},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.420958012342453},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3718113303184509},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32508331537246704},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08893641829490662},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.08627843856811523}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.925271213054657},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.8132866621017456},{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.636381983757019},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6073507070541382},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.526162326335907},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4483378231525421},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4212070107460022},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.420958012342453},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3718113303184509},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32508331537246704},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08893641829490662},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.08627843856811523}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-024-18349-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-024-18349-y","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W64908097","https://openalex.org/W1990079212","https://openalex.org/W2100208452","https://openalex.org/W2105531169","https://openalex.org/W2107327607","https://openalex.org/W2140638728","https://openalex.org/W2164330572","https://openalex.org/W2168508521","https://openalex.org/W2585528949","https://openalex.org/W2894870892","https://openalex.org/W2897437705","https://openalex.org/W2938873237","https://openalex.org/W2945271821","https://openalex.org/W2977431930","https://openalex.org/W2979348355","https://openalex.org/W2989219518","https://openalex.org/W2992362249","https://openalex.org/W3004110857","https://openalex.org/W3008292207","https://openalex.org/W3015493230","https://openalex.org/W3023547461","https://openalex.org/W3035726715","https://openalex.org/W3087732660","https://openalex.org/W3087735403","https://openalex.org/W3108206468","https://openalex.org/W3119983836","https://openalex.org/W3131534565","https://openalex.org/W3146478267","https://openalex.org/W3158109590","https://openalex.org/W4206268729","https://openalex.org/W4224267307","https://openalex.org/W4247993926"],"related_works":["https://openalex.org/W4307392573","https://openalex.org/W2802243998","https://openalex.org/W2736127210","https://openalex.org/W2329342202","https://openalex.org/W2574092225","https://openalex.org/W4200217704","https://openalex.org/W2161835057","https://openalex.org/W1521014365","https://openalex.org/W3208495060","https://openalex.org/W2740428142"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}