{"id":"https://openalex.org/W4388816595","doi":"https://doi.org/10.1007/s10994-023-06403-z","title":"Cost-sensitive sparse group online learning for imbalanced data streams","display_name":"Cost-sensitive sparse group online learning for imbalanced data streams","publication_year":2023,"publication_date":"2023-11-20","ids":{"openalex":"https://openalex.org/W4388816595","doi":"https://doi.org/10.1007/s10994-023-06403-z"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-023-06403-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-023-06403-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-023-06403-z.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-023-06403-z.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100430415","display_name":"Zhong Chen","orcid":"https://orcid.org/0000-0002-7483-9699"},"institutions":[{"id":"https://openalex.org/I110378019","display_name":"Southern Illinois University Carbondale","ror":"https://ror.org/049kefs16","country_code":"US","type":"education","lineage":["https://openalex.org/I110378019","https://openalex.org/I2801502357"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhong Chen","raw_affiliation_strings":["School of Computing, Southern Illinois University, 1263 Lincoln Dr, Carbondale, IL, 62901, USA"],"affiliations":[{"raw_affiliation_string":"School of Computing, Southern Illinois University, 1263 Lincoln Dr, Carbondale, IL, 62901, USA","institution_ids":["https://openalex.org/I110378019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051706630","display_name":"Victor S. Sheng","orcid":"https://orcid.org/0000-0003-4960-174X"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Victor Sheng","raw_affiliation_strings":["Department of Computer Science, Texas Tech University, 2500 Broadway, Lubbock, TX, 79409, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Texas Tech University, 2500 Broadway, Lubbock, TX, 79409, USA","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007856773","display_name":"Andrea Edwards","orcid":"https://orcid.org/0000-0001-9780-7908"},"institutions":[{"id":"https://openalex.org/I169251466","display_name":"Xavier University of Louisiana","ror":"https://ror.org/0085d9t86","country_code":"US","type":"education","lineage":["https://openalex.org/I169251466"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrea Edwards","raw_affiliation_strings":["Department of Computer Science, Xavier University of Louisiana, 1 Drexel Dr, New Orleans, LA, 70125, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Xavier University of Louisiana, 1 Drexel Dr, New Orleans, LA, 70125, USA","institution_ids":["https://openalex.org/I169251466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100342324","display_name":"Kun Zhang","orcid":"https://orcid.org/0000-0002-1915-788X"},"institutions":[{"id":"https://openalex.org/I169251466","display_name":"Xavier University of Louisiana","ror":"https://ror.org/0085d9t86","country_code":"US","type":"education","lineage":["https://openalex.org/I169251466"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kun Zhang","raw_affiliation_strings":["Department of Computer Science, Xavier University of Louisiana, 1 Drexel Dr, New Orleans, LA, 70125, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Xavier University of Louisiana, 1 Drexel Dr, New Orleans, LA, 70125, USA","institution_ids":["https://openalex.org/I169251466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100430415"],"corresponding_institution_ids":["https://openalex.org/I110378019"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.5555,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86692074,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"113","issue":"7","first_page":"4407","last_page":"4444"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9950000047683716,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9943000078201294,"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":0.7463018894195557},{"id":"https://openalex.org/keywords/hinge-loss","display_name":"Hinge loss","score":0.7122970819473267},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6919941902160645},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6020083427429199},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5889322757720947},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5634018778800964},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5530796051025391},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.552390456199646},{"id":"https://openalex.org/keywords/online-algorithm","display_name":"Online algorithm","score":0.5319984555244446},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.5195039510726929},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48273131251335144},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4547710418701172},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.4529603123664856},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23060724139213562},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.20747992396354675}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7463018894195557},{"id":"https://openalex.org/C39891107","wikidata":"https://www.wikidata.org/wiki/Q5767098","display_name":"Hinge loss","level":3,"score":0.7122970819473267},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6919941902160645},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6020083427429199},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5889322757720947},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5634018778800964},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5530796051025391},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.552390456199646},{"id":"https://openalex.org/C196921405","wikidata":"https://www.wikidata.org/wiki/Q786431","display_name":"Online algorithm","level":2,"score":0.5319984555244446},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.5195039510726929},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48273131251335144},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4547710418701172},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.4529603123664856},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23060724139213562},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.20747992396354675}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10994-023-06403-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-023-06403-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-023-06403-z.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10994-023-06403-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-023-06403-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-023-06403-z.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7599999904632568}],"awards":[{"id":"https://openalex.org/G1486076789","display_name":null,"funder_award_id":"W911NF-20-1-0249","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G2600250407","display_name":null,"funder_award_id":"2U54MD007595","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2695733789","display_name":null,"funder_award_id":"W911NF-20-1-0249","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G3092882794","display_name":null,"funder_award_id":"U54MD007595","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G5914551137","display_name":null,"funder_award_id":"U54MD007595","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6883474191","display_name":null,"funder_award_id":"#W911NF-20-1-0249","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G7452299184","display_name":null,"funder_award_id":"W911NF","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G8998121839","display_name":null,"funder_award_id":"911NF","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"}],"funders":[{"id":"https://openalex.org/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388816595.pdf","grobid_xml":"https://content.openalex.org/works/W4388816595.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W85350352","https://openalex.org/W652172809","https://openalex.org/W1612277053","https://openalex.org/W1987371344","https://openalex.org/W2035729201","https://openalex.org/W2088654600","https://openalex.org/W2111854888","https://openalex.org/W2114453181","https://openalex.org/W2129395028","https://openalex.org/W2135499062","https://openalex.org/W2137702884","https://openalex.org/W2139432235","https://openalex.org/W2164301055","https://openalex.org/W2245751573","https://openalex.org/W2257550357","https://openalex.org/W2346780474","https://openalex.org/W2526823171","https://openalex.org/W2596340169","https://openalex.org/W2604968786","https://openalex.org/W2621743713","https://openalex.org/W2796157539","https://openalex.org/W2899434936","https://openalex.org/W2933154925","https://openalex.org/W2946515652","https://openalex.org/W2955863859","https://openalex.org/W2977431930","https://openalex.org/W2983232253","https://openalex.org/W2997068998","https://openalex.org/W3015967287","https://openalex.org/W3016608325","https://openalex.org/W3017285694","https://openalex.org/W3098250701","https://openalex.org/W3100535899","https://openalex.org/W3103904664","https://openalex.org/W3119983836","https://openalex.org/W3146478267","https://openalex.org/W3159243351","https://openalex.org/W3161175575","https://openalex.org/W3200267594","https://openalex.org/W4205958143","https://openalex.org/W4224267307","https://openalex.org/W6606837198","https://openalex.org/W6607241150","https://openalex.org/W6631561801","https://openalex.org/W6683584131","https://openalex.org/W6694253912","https://openalex.org/W6704348276"],"related_works":["https://openalex.org/W3190734578","https://openalex.org/W1595351371","https://openalex.org/W4281572076","https://openalex.org/W4224062203","https://openalex.org/W4297797952","https://openalex.org/W2205964444","https://openalex.org/W4210578014","https://openalex.org/W91065195","https://openalex.org/W3191523773","https://openalex.org/W2964556660"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}