{"id":"https://openalex.org/W4399299965","doi":"https://doi.org/10.1007/s13042-024-02223-2","title":"A novel framework for concept drift detection using autoencoders for classification problems in data streams","display_name":"A novel framework for concept drift detection using autoencoders for classification problems in data streams","publication_year":2024,"publication_date":"2024-06-03","ids":{"openalex":"https://openalex.org/W4399299965","doi":"https://doi.org/10.1007/s13042-024-02223-2"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-024-02223-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-024-02223-2","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","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/A5099000174","display_name":"Usman Ali","orcid":"https://orcid.org/0000-0001-6003-7153"},"institutions":[{"id":"https://openalex.org/I134784518","display_name":"Institute of Business Administration Karachi","ror":"https://ror.org/03egfpm06","country_code":"PK","type":"education","lineage":["https://openalex.org/I134784518"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Usman Ali","raw_affiliation_strings":["Department of Computer Science, Institute of Business Administration (IBA), Karachi, 75270, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Institute of Business Administration (IBA), Karachi, 75270, Pakistan","institution_ids":["https://openalex.org/I134784518"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015133295","display_name":"Tariq Mahmood","orcid":"https://orcid.org/0000-0002-6557-4676"},"institutions":[{"id":"https://openalex.org/I134784518","display_name":"Institute of Business Administration Karachi","ror":"https://ror.org/03egfpm06","country_code":"PK","type":"education","lineage":["https://openalex.org/I134784518"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Tariq Mahmood","raw_affiliation_strings":["Department of Computer Science, Institute of Business Administration (IBA), Karachi, 75270, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Institute of Business Administration (IBA), Karachi, 75270, Pakistan","institution_ids":["https://openalex.org/I134784518"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5099000174"],"corresponding_institution_ids":["https://openalex.org/I134784518"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":2.155,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88787824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"16","issue":"1","first_page":"397","last_page":"418"},"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":0.9690999984741211,"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":0.9648000001907349,"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":0.7747606635093689},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.6941850185394287},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.6243968605995178},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6210876703262329},{"id":"https://openalex.org/keywords/streams","display_name":"STREAMS","score":0.6106997132301331},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5279483199119568},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4903695583343506},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4675672650337219},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45015424489974976}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7747606635093689},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.6941850185394287},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.6243968605995178},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6210876703262329},{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.6106997132301331},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5279483199119568},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4903695583343506},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4675672650337219},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45015424489974976},{"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/s13042-024-02223-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-024-02223-2","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W38774257","https://openalex.org/W1585854823","https://openalex.org/W1642701485","https://openalex.org/W1830453967","https://openalex.org/W1873218251","https://openalex.org/W1904826605","https://openalex.org/W1965395441","https://openalex.org/W1968980002","https://openalex.org/W1990079212","https://openalex.org/W1999038366","https://openalex.org/W2010657328","https://openalex.org/W2028312626","https://openalex.org/W2037242621","https://openalex.org/W2054062641","https://openalex.org/W2088220893","https://openalex.org/W2095953800","https://openalex.org/W2097178527","https://openalex.org/W2099419573","https://openalex.org/W2130416896","https://openalex.org/W2143991132","https://openalex.org/W2157103390","https://openalex.org/W2434851943","https://openalex.org/W2470412537","https://openalex.org/W2509304078","https://openalex.org/W2555535622","https://openalex.org/W2589888358","https://openalex.org/W2605253252","https://openalex.org/W2623257591","https://openalex.org/W2747747656","https://openalex.org/W2765963615","https://openalex.org/W2767528836","https://openalex.org/W2785325342","https://openalex.org/W2794413384","https://openalex.org/W2847284300","https://openalex.org/W2895867838","https://openalex.org/W2898017895","https://openalex.org/W2905012420","https://openalex.org/W2955096669","https://openalex.org/W2963991843","https://openalex.org/W2979348355","https://openalex.org/W2980415170","https://openalex.org/W2986500202","https://openalex.org/W3003609808","https://openalex.org/W3015791395","https://openalex.org/W3041942397","https://openalex.org/W3044058243","https://openalex.org/W3094337645","https://openalex.org/W3128811949","https://openalex.org/W3193773625","https://openalex.org/W4210909524","https://openalex.org/W4235130247","https://openalex.org/W4249116379","https://openalex.org/W4289526873","https://openalex.org/W4324066119","https://openalex.org/W4391098217"],"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":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-15T09:29:46.208133","created_date":"2025-10-10T00:00:00"}
