{"id":"https://openalex.org/W4412175899","doi":"https://doi.org/10.1007/s10618-025-01124-4","title":"ARM-stream: active recovery of miscategorizations in clustering-based data stream classifiers","display_name":"ARM-stream: active recovery of miscategorizations in clustering-based data stream classifiers","publication_year":2025,"publication_date":"2025-07-10","ids":{"openalex":"https://openalex.org/W4412175899","doi":"https://doi.org/10.1007/s10618-025-01124-4"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-025-01124-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-025-01124-4","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","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/A5069200111","display_name":"Douglas Monteiro Cavalcanti","orcid":null},"institutions":[{"id":"https://openalex.org/I80850581","display_name":"Universidade Federal de Uberl\u00e2ndia","ror":"https://ror.org/04x3wvr31","country_code":"BR","type":"education","lineage":["https://openalex.org/I80850581"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Douglas Monteiro Cavalcanti","raw_affiliation_strings":["FACOM, Universidade Federal de Uberl\u00e2ndia, Uberl\u00e2ndia, MG, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FACOM, Universidade Federal de Uberl\u00e2ndia, Uberl\u00e2ndia, MG, Brazil","institution_ids":["https://openalex.org/I80850581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066866262","display_name":"Ricardo Cerri","orcid":"https://orcid.org/0000-0002-2582-1695"},"institutions":[{"id":"https://openalex.org/I3019322962","display_name":"Universidade Brasil","ror":"https://ror.org/04031z735","country_code":"BR","type":"education","lineage":["https://openalex.org/I3019322962"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ricardo Cerri","raw_affiliation_strings":["ICMC, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, SP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICMC, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, SP, Brazil","institution_ids":["https://openalex.org/I3019322962"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042178956","display_name":"Elaine R. Faria","orcid":"https://orcid.org/0000-0001-5242-9026"},"institutions":[{"id":"https://openalex.org/I80850581","display_name":"Universidade Federal de Uberl\u00e2ndia","ror":"https://ror.org/04x3wvr31","country_code":"BR","type":"education","lineage":["https://openalex.org/I80850581"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Elaine Ribeiro Faria","raw_affiliation_strings":["FACOM, Universidade Federal de Uberl\u00e2ndia, Uberl\u00e2ndia, MG, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FACOM, Universidade Federal de Uberl\u00e2ndia, Uberl\u00e2ndia, MG, Brazil","institution_ids":["https://openalex.org/I80850581"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069200111"],"corresponding_institution_ids":["https://openalex.org/I80850581"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07306731,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"39","issue":"5","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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.995199978351593,"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":0.9922999739646912,"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/cluster-analysis","display_name":"Cluster analysis","score":0.640781819820404},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6404381990432739},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.5154939293861389},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.5118479132652283},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4650607705116272},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4538766145706177},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32424187660217285},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.16279229521751404},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.09558656811714172}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.640781819820404},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6404381990432739},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.5154939293861389},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.5118479132652283},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4650607705116272},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4538766145706177},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32424187660217285},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.16279229521751404},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.09558656811714172},{"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/s10618-025-01124-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-025-01124-4","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","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":31,"referenced_works":["https://openalex.org/W1537430301","https://openalex.org/W1617839798","https://openalex.org/W1970639892","https://openalex.org/W2050360441","https://openalex.org/W2098281009","https://openalex.org/W2099419573","https://openalex.org/W2107056945","https://openalex.org/W2130416896","https://openalex.org/W2132549764","https://openalex.org/W2137199074","https://openalex.org/W2137827358","https://openalex.org/W2170936641","https://openalex.org/W2219140802","https://openalex.org/W2300408473","https://openalex.org/W2310485631","https://openalex.org/W2403008614","https://openalex.org/W2434851943","https://openalex.org/W2470412537","https://openalex.org/W2574867284","https://openalex.org/W2585508806","https://openalex.org/W2726539084","https://openalex.org/W2765800996","https://openalex.org/W2921859993","https://openalex.org/W2951761524","https://openalex.org/W2971941288","https://openalex.org/W2984353870","https://openalex.org/W3093755990","https://openalex.org/W3190606159","https://openalex.org/W4212863985","https://openalex.org/W4388817142","https://openalex.org/W4400446842"],"related_works":["https://openalex.org/W4295135728","https://openalex.org/W2511403919","https://openalex.org/W2356198087","https://openalex.org/W2371010743","https://openalex.org/W1992821969","https://openalex.org/W2999604716","https://openalex.org/W2289226236","https://openalex.org/W3186815950","https://openalex.org/W2970954390","https://openalex.org/W3144143113"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
