{"id":"https://openalex.org/W4387379049","doi":"https://doi.org/10.1109/tnnls.2023.3304146","title":"Guest Editorial: Special Issue on Stream Learning","display_name":"Guest Editorial: Special Issue on Stream Learning","publication_year":2023,"publication_date":"2023-10-01","ids":{"openalex":"https://openalex.org/W4387379049","doi":"https://doi.org/10.1109/tnnls.2023.3304146"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2023.3304146","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/tnnls.2023.3304146","pdf_url":"https://ieeexplore.ieee.org/ielx7/5962385/10273172/10273179.pdf","source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"editorial","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/5962385/10273172/10273179.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100675577","display_name":"Jie L\u00fc","orcid":"https://orcid.org/0000-0003-0690-4732"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Jie Lu","raw_affiliation_strings":["Australian Artificial Intelligence Institute University of Technology Sydney, Ultimo, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Australian Artificial Intelligence Institute University of Technology Sydney, Ultimo, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114376321","display_name":"Jo\u00e3o Gama","orcid":"https://orcid.org/0000-0003-3357-1195"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joao Gama","raw_affiliation_strings":["Faculty of Economics, University of Porto, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Faculty of Economics, University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100635494","display_name":"Xin Yao","orcid":"https://orcid.org/0000-0001-8837-4442"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Yao","raw_affiliation_strings":["Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064089961","display_name":"Leandro L. Minku","orcid":"https://orcid.org/0000-0002-2639-0671"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Leandro Minku","raw_affiliation_strings":["School of Computer Science, University of Birmingham, Birmingham, U.K"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Birmingham, Birmingham, U.K","institution_ids":["https://openalex.org/I79619799"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100675577"],"corresponding_institution_ids":["https://openalex.org/I114017466"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12741366,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"34","issue":"10","first_page":"6683","last_page":"6685"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9991999864578247,"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":0.9991999864578247,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9569000005722046,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.8068282604217529},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6420156955718994},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.5533581972122192},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.51861572265625},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.510744571685791},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.48938459157943726},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.4610968828201294},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.385379433631897},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.33861345052719116},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33007925748825073},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.328355073928833},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1293504238128662},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11304178833961487},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08229848742485046}],"concepts":[{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.8068282604217529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6420156955718994},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.5533581972122192},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.51861572265625},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.510744571685791},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.48938459157943726},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.4610968828201294},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.385379433631897},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.33861345052719116},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33007925748825073},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.328355073928833},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1293504238128662},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11304178833961487},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08229848742485046},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnnls.2023.3304146","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/tnnls.2023.3304146","pdf_url":"https://ieeexplore.ieee.org/ielx7/5962385/10273172/10273179.pdf","source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tnnls.2023.3304146","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/tnnls.2023.3304146","pdf_url":"https://ieeexplore.ieee.org/ielx7/5962385/10273172/10273179.pdf","source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387379049.pdf","grobid_xml":"https://content.openalex.org/works/W4387379049.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W3194131894","https://openalex.org/W4282939764","https://openalex.org/W4283392240","https://openalex.org/W4283394375","https://openalex.org/W4283397047","https://openalex.org/W4283739673","https://openalex.org/W4295308569","https://openalex.org/W4307093192","https://openalex.org/W4307230875","https://openalex.org/W4307231346","https://openalex.org/W4307779123","https://openalex.org/W4308365139","https://openalex.org/W4310299220","https://openalex.org/W4315778483","https://openalex.org/W4316661212","https://openalex.org/W4321471509","https://openalex.org/W4322576339","https://openalex.org/W4323345705","https://openalex.org/W4360595145","https://openalex.org/W4366238713","https://openalex.org/W4377971475","https://openalex.org/W4385834140","https://openalex.org/W6846219477","https://openalex.org/W6846507756","https://openalex.org/W6855724121"],"related_works":["https://openalex.org/W4281572076","https://openalex.org/W4307392573","https://openalex.org/W2802243998","https://openalex.org/W2736127210","https://openalex.org/W4389449520","https://openalex.org/W2060628068","https://openalex.org/W3208495060","https://openalex.org/W2277307313","https://openalex.org/W4246591448","https://openalex.org/W2235038291"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"learning":[3,30,38,55,57,93],"from":[4],"streaming":[5,96],"data,":[6],"commonly":[7],"known":[8],"as":[9],"stream":[10,54],"learning,":[11,86,88,90],"has":[12,44,67],"enjoyed":[13],"tremendous":[14],"growth":[15],"and":[16,26,39,43,72,84,91],"shown":[17],"a":[18,46,65,74],"wealth":[19],"of":[20],"development":[21],"at":[22],"both":[23,35],"the":[24,36],"conceptual":[25],"application":[27],"levels.":[28],"Stream":[29],"is":[31],"highly":[32],"visible":[33],"in":[34,50,53,94],"machine":[37],"data":[40,95],"science":[41],"fields":[42],"become":[45],"hot":[47],"new":[48],"direction":[49],"research.":[51],"Advancements":[52],"include":[56],"with":[58],"concept":[59],"drift":[60,66,75],"detection,":[61],"that":[62],"includes":[63],"whether":[64],"occurred;":[68],"understanding":[69],"where,":[70],"when,":[71],"how":[73],"occurs;":[76],"adaptation":[77],"by":[78],"actively":[79],"or":[80],"passively":[81],"updating":[82],"models;":[83],"online":[85],"active":[87],"incremental":[89],"reinforcement":[92],"situations.":[97]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
