{"id":"https://openalex.org/W4395038829","doi":"https://doi.org/10.1007/s11276-024-03742-0","title":"A comprehensive ensemble classification techniques detecting and managing concept drift in dynamic imbalanced data streams","display_name":"A comprehensive ensemble classification techniques detecting and managing concept drift in dynamic imbalanced data streams","publication_year":2024,"publication_date":"2024-04-23","ids":{"openalex":"https://openalex.org/W4395038829","doi":"https://doi.org/10.1007/s11276-024-03742-0"},"language":"en","primary_location":{"id":"doi:10.1007/s11276-024-03742-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11276-024-03742-0","pdf_url":null,"source":{"id":"https://openalex.org/S205498627","display_name":"Wireless Networks","issn_l":"1022-0038","issn":["1022-0038","1572-8196"],"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":"Wireless Networks","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/A5065470081","display_name":"K. A. Mohamed Junaid","orcid":null},"institutions":[{"id":"https://openalex.org/I19926482","display_name":"Dr. M.G.R. Educational and Research Institute","ror":"https://ror.org/053hsst90","country_code":"IN","type":"education","lineage":["https://openalex.org/I19926482"]},{"id":"https://openalex.org/I4387154816","display_name":"R.M.D. Engineering College","ror":"https://ror.org/03gjktv92","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154816"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"K. A. Mohamed Junaid","raw_affiliation_strings":["Department of Electronics and Communication Engineering, R.M.K. Engineering College, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, R.M.K. Engineering College, Chennai, India","institution_ids":["https://openalex.org/I19926482","https://openalex.org/I4387154816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050634972","display_name":"D. Paulraj","orcid":null},"institutions":[{"id":"https://openalex.org/I19926482","display_name":"Dr. M.G.R. Educational and Research Institute","ror":"https://ror.org/053hsst90","country_code":"IN","type":"education","lineage":["https://openalex.org/I19926482"]},{"id":"https://openalex.org/I4387154816","display_name":"R.M.D. Engineering College","ror":"https://ror.org/03gjktv92","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154816"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D. Paulraj","raw_affiliation_strings":["Department of Computer Science and Engineering, R.M.K. Engineering College, Chennai, India"],"raw_orcid":"https://orcid.org/0000-0002-8853-9945","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, R.M.K. Engineering College, Chennai, India","institution_ids":["https://openalex.org/I19926482","https://openalex.org/I4387154816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049331019","display_name":"T. Sethukarasi","orcid":null},"institutions":[{"id":"https://openalex.org/I19926482","display_name":"Dr. M.G.R. Educational and Research Institute","ror":"https://ror.org/053hsst90","country_code":"IN","type":"education","lineage":["https://openalex.org/I19926482"]},{"id":"https://openalex.org/I4387154816","display_name":"R.M.D. Engineering College","ror":"https://ror.org/03gjktv92","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154816"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"T. Sethukarasi","raw_affiliation_strings":["Department of Computer Science and Engineering, R.M.K. Engineering College, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, R.M.K. Engineering College, Chennai, India","institution_ids":["https://openalex.org/I19926482","https://openalex.org/I4387154816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065470081"],"corresponding_institution_ids":["https://openalex.org/I19926482","https://openalex.org/I4387154816"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.6557,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.85586054,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"31","issue":"1","first_page":"19","last_page":"30"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9955000281333923,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9921000003814697,"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":0.902057409286499},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.8284084796905518},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5680245757102966},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5675471425056458},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5454798340797424},{"id":"https://openalex.org/keywords/streams","display_name":"STREAMS","score":0.5064390897750854},{"id":"https://openalex.org/keywords/dynamic-data","display_name":"Dynamic data","score":0.48104122281074524},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4580288529396057},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.440322607755661},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.4310838282108307},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1271393895149231}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.902057409286499},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.8284084796905518},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5680245757102966},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5675471425056458},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5454798340797424},{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.5064390897750854},{"id":"https://openalex.org/C197298091","wikidata":"https://www.wikidata.org/wiki/Q5318963","display_name":"Dynamic data","level":2,"score":0.48104122281074524},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4580288529396057},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.440322607755661},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.4310838282108307},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1271393895149231},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11276-024-03742-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11276-024-03742-0","pdf_url":null,"source":{"id":"https://openalex.org/S205498627","display_name":"Wireless Networks","issn_l":"1022-0038","issn":["1022-0038","1572-8196"],"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":"Wireless Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2074501513","https://openalex.org/W2082168306","https://openalex.org/W2966699050","https://openalex.org/W3001155681","https://openalex.org/W3004110857","https://openalex.org/W3106747572","https://openalex.org/W3110084635","https://openalex.org/W3115268677","https://openalex.org/W3119365897","https://openalex.org/W4200129666","https://openalex.org/W4206377260","https://openalex.org/W4207009404","https://openalex.org/W4207038759","https://openalex.org/W4214621008","https://openalex.org/W4220921647","https://openalex.org/W4221017434","https://openalex.org/W4225934589","https://openalex.org/W4294236587","https://openalex.org/W4308846990","https://openalex.org/W4312386727","https://openalex.org/W4312734227","https://openalex.org/W4353060768","https://openalex.org/W4353096509","https://openalex.org/W4361857130","https://openalex.org/W4382240482","https://openalex.org/W4391290186","https://openalex.org/W6680192438"],"related_works":["https://openalex.org/W2802243998","https://openalex.org/W2469699777","https://openalex.org/W3201554469","https://openalex.org/W4200217704","https://openalex.org/W3112950814","https://openalex.org/W2368264659","https://openalex.org/W4307392573","https://openalex.org/W2060628068","https://openalex.org/W2161835057","https://openalex.org/W3208495060"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}