{"id":"https://openalex.org/W1564544723","doi":"https://doi.org/10.3233/ida-2009-0373","title":"Novelty detection with application to data streams","display_name":"Novelty detection with application to data streams","publication_year":2009,"publication_date":"2009-05-27","ids":{"openalex":"https://openalex.org/W1564544723","doi":"https://doi.org/10.3233/ida-2009-0373","mag":"1564544723"},"language":"en","primary_location":{"id":"doi:10.3233/ida-2009-0373","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-2009-0373","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://www.teses.usp.br/teses/disponiveis/55/55134/tde-02042008-112027/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029791096","display_name":"Eduardo J. Spinosa","orcid":"https://orcid.org/0000-0003-4438-6198"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Eduardo J. Spinosa","raw_affiliation_strings":["University of S\u00e3o Paulo (USP), Institute of Mathematical and Computer Sciences (ICMC), Caixa Postal 668, 13560-970, S\u00e3o Carlos, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"University of S\u00e3o Paulo (USP), Institute of Mathematical and Computer Sciences (ICMC), Caixa Postal 668, 13560-970, S\u00e3o Carlos, SP, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079499583","display_name":"Andr\u00e9 C. P. L. F. de Carvalho","orcid":"https://orcid.org/0000-0002-4765-6459"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Ponce de Leon F. de Carvalho","raw_affiliation_strings":["University of S\u00e3o Paulo (USP), Institute of Mathematical and Computer Sciences (ICMC), Caixa Postal 668, 13560-970, S\u00e3o Carlos, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"University of S\u00e3o Paulo (USP), Institute of Mathematical and Computer Sciences (ICMC), Caixa Postal 668, 13560-970, S\u00e3o Carlos, SP, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","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":"Jo\u00e3o Gama","raw_affiliation_strings":["University of Porto (UP), Laboratory of Artificial Intelligence and Decision Support (LIAAD), Rua de Ceuta, 118, 6\u00b0 4150-190, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"University of Porto (UP), Laboratory of Artificial Intelligence and Decision Support (LIAAD), Rua de Ceuta, 118, 6\u00b0 4150-190, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5029791096"],"corresponding_institution_ids":["https://openalex.org/I17974374"],"apc_list":null,"apc_paid":null,"fwci":2.2525,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.88888022,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"13","issue":"3","first_page":"405","last_page":"422"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998000264167786,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998000264167786,"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/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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9936000108718872,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/streams","display_name":"STREAMS","score":0.7449464797973633},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.6749838590621948},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6370105147361755},{"id":"https://openalex.org/keywords/novelty-detection","display_name":"Novelty detection","score":0.4969928562641144},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.48388418555259705},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3724111318588257},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1383160948753357},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07538309693336487}],"concepts":[{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.7449464797973633},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.6749838590621948},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6370105147361755},{"id":"https://openalex.org/C2778924833","wikidata":"https://www.wikidata.org/wiki/Q7064603","display_name":"Novelty detection","level":3,"score":0.4969928562641144},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.48388418555259705},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3724111318588257},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1383160948753357},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07538309693336487},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/ida-2009-0373","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-2009-0373","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis","raw_type":"journal-article"},{"id":"pmh:oai:teses.usp.br:tde-02042008-112027","is_oa":true,"landing_page_url":"https://doi.org/10.11606/T.55.2008.tde-02042008-112027","pdf_url":"http://www.teses.usp.br/teses/disponiveis/55/55134/tde-02042008-112027/","source":{"id":"https://openalex.org/S4377196381","display_name":"Digital Library of Theses and Dissertations  (Universidade de S\u00e3o Paulo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I16655442","host_organization_name":"Universidade de S\u00e3o Paulo","host_organization_lineage":["https://openalex.org/I16655442"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"instacron:USP","raw_type":"info:eu-repo/semantics/doctoralThesis"}],"best_oa_location":{"id":"pmh:oai:teses.usp.br:tde-02042008-112027","is_oa":true,"landing_page_url":"https://doi.org/10.11606/T.55.2008.tde-02042008-112027","pdf_url":"http://www.teses.usp.br/teses/disponiveis/55/55134/tde-02042008-112027/","source":{"id":"https://openalex.org/S4377196381","display_name":"Digital Library of Theses and Dissertations  (Universidade de S\u00e3o Paulo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I16655442","host_organization_name":"Universidade de S\u00e3o Paulo","host_organization_lineage":["https://openalex.org/I16655442"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"instacron:USP","raw_type":"info:eu-repo/semantics/doctoralThesis"},"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320323809","display_name":"Minist\u00e9rio da Educa\u00e7\u00e3o","ror":"https://ror.org/04d0xx942"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1564544723.pdf"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W27933213","https://openalex.org/W1499399937","https://openalex.org/W1579457427","https://openalex.org/W1585387811","https://openalex.org/W1970655212","https://openalex.org/W1971800772","https://openalex.org/W1998960312","https://openalex.org/W2001474264","https://openalex.org/W2019363670","https://openalex.org/W2022775778","https://openalex.org/W2046372172","https://openalex.org/W2065028222","https://openalex.org/W2073308541","https://openalex.org/W2095345875","https://openalex.org/W2095953800","https://openalex.org/W2100294832","https://openalex.org/W2126626732","https://openalex.org/W2131687179","https://openalex.org/W2132870739","https://openalex.org/W2137130182","https://openalex.org/W2141245797","https://openalex.org/W3120740533"],"related_works":["https://openalex.org/W2064636555","https://openalex.org/W1939982668","https://openalex.org/W2585503716","https://openalex.org/W2076090200","https://openalex.org/W4312933423","https://openalex.org/W3025682415","https://openalex.org/W1532481220","https://openalex.org/W2081173909","https://openalex.org/W4382317424","https://openalex.org/W2604316291"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"and":[3],"evaluates":[4],"an":[5,26,34],"approach":[6],"to":[7,28],"novelty":[8],"detection":[9],"that":[10],"addresses":[11],"it":[12],"as":[13,25],"the":[14],"problem":[15],"of":[16],"identifying":[17],"novel":[18],"concepts":[19],"in":[20],"a":[21,29],"continuous":[22],"learning":[23],"scenario,":[24],"extension":[27],"single-class":[30],"classification":[31],"problem.":[32],"OLINDDA,":[33],"OnLIne":[35],"Novelty":[36]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
