{"id":"https://openalex.org/W4402352183","doi":"https://doi.org/10.1109/ijcnn60899.2024.10650809","title":"Online Event Detection in Streaming Time Series: Novel Metrics and Practical Insights","display_name":"Online Event Detection in Streaming Time Series: Novel Metrics and Practical Insights","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4402352183","doi":"https://doi.org/10.1109/ijcnn60899.2024.10650809"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn60899.2024.10650809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn60899.2024.10650809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-04674128v1/file/2024_01_IJCNN_PreNexus.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078057387","display_name":"Janio Lima","orcid":"https://orcid.org/0000-0002-6752-2132"},"institutions":[{"id":"https://openalex.org/I32393484","display_name":"Petrobras (Brazil)","ror":"https://ror.org/0235kyq22","country_code":"BR","type":"company","lineage":["https://openalex.org/I32393484"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Janio Lima","raw_affiliation_strings":["CEFET/RJ &#x0026; Petrobras"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEFET/RJ &#x0026; Petrobras","institution_ids":["https://openalex.org/I32393484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108982268","display_name":"Lucas Giusti Tavares","orcid":null},"institutions":[{"id":"https://openalex.org/I158509141","display_name":"Federal Center for Technological Education Celso Suckow da Fonseca","ror":"https://ror.org/03j8tnm47","country_code":"BR","type":"education","lineage":["https://openalex.org/I1293487690","https://openalex.org/I158509141","https://openalex.org/I2801200668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas Giusti Tavares","raw_affiliation_strings":["CEFET/RJ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEFET/RJ","institution_ids":["https://openalex.org/I158509141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018663904","display_name":"Esther Pacitti","orcid":"https://orcid.org/0000-0003-1370-9943"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Esther Pacitti","raw_affiliation_strings":["INRIA &#x0026; University of Montpellier"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA &#x0026; University of Montpellier","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I19894307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008405795","display_name":"Jo\u00e3o Eduardo Ferreira","orcid":"https://orcid.org/0000-0001-9607-2014"},"institutions":[{"id":"https://openalex.org/I4210131481","display_name":"Universidad San Pedro","ror":"https://ror.org/03fehwj53","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210131481"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Eduardo Ferreira","raw_affiliation_strings":["USP"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USP","institution_ids":["https://openalex.org/I4210131481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005427374","display_name":"Ismael Santos","orcid":"https://orcid.org/0000-0002-6769-3089"},"institutions":[{"id":"https://openalex.org/I32393484","display_name":"Petrobras (Brazil)","ror":"https://ror.org/0235kyq22","country_code":"BR","type":"company","lineage":["https://openalex.org/I32393484"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ismael Santos","raw_affiliation_strings":["Petrobras"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Petrobras","institution_ids":["https://openalex.org/I32393484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016001490","display_name":"Isabela G. Siqueira","orcid":null},"institutions":[{"id":"https://openalex.org/I32393484","display_name":"Petrobras (Brazil)","ror":"https://ror.org/0235kyq22","country_code":"BR","type":"company","lineage":["https://openalex.org/I32393484"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Isabela Guimar\u00e3es Siqueira","raw_affiliation_strings":["Petrobras"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Petrobras","institution_ids":["https://openalex.org/I32393484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074284288","display_name":"Diego Carvalho","orcid":"https://orcid.org/0000-0003-1592-6327"},"institutions":[{"id":"https://openalex.org/I158509141","display_name":"Federal Center for Technological Education Celso Suckow da Fonseca","ror":"https://ror.org/03j8tnm47","country_code":"BR","type":"education","lineage":["https://openalex.org/I1293487690","https://openalex.org/I158509141","https://openalex.org/I2801200668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Diego Carvalho","raw_affiliation_strings":["CEFET/RJ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEFET/RJ","institution_ids":["https://openalex.org/I158509141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040979175","display_name":"F\u00e1bio Porto","orcid":"https://orcid.org/0000-0002-4597-4832"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fabio Porto","raw_affiliation_strings":["LNCC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LNCC","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064619721","display_name":"Rafaelli Coutinho","orcid":"https://orcid.org/0000-0002-1735-1718"},"institutions":[{"id":"https://openalex.org/I158509141","display_name":"Federal Center for Technological Education Celso Suckow da Fonseca","ror":"https://ror.org/03j8tnm47","country_code":"BR","type":"education","lineage":["https://openalex.org/I1293487690","https://openalex.org/I158509141","https://openalex.org/I2801200668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafaelli Coutinho","raw_affiliation_strings":["CEFET/RJ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEFET/RJ","institution_ids":["https://openalex.org/I158509141"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027399495","display_name":"Eduardo Ogasawara","orcid":"https://orcid.org/0000-0002-0466-0626"},"institutions":[{"id":"https://openalex.org/I158509141","display_name":"Federal Center for Technological Education Celso Suckow da Fonseca","ror":"https://ror.org/03j8tnm47","country_code":"BR","type":"education","lineage":["https://openalex.org/I1293487690","https://openalex.org/I158509141","https://openalex.org/I2801200668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eduardo Ogasawara","raw_affiliation_strings":["CEFET/RJ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEFET/RJ","institution_ids":["https://openalex.org/I158509141"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9998999834060669,"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":0.9995999932289124,"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":0.9987000226974487,"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":0.7428398132324219},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.602387547492981},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.60015469789505},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5334703326225281},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.4806762635707855},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34977346658706665},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22528010606765747}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7428398132324219},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.602387547492981},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.60015469789505},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5334703326225281},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.4806762635707855},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34977346658706665},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22528010606765747},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn60899.2024.10650809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn60899.2024.10650809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:lirmm-04674128v1","is_oa":true,"landing_page_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-04674128","pdf_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-04674128v1/file/2024_01_IJCNN_PreNexus.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://2024.ieeewcci.org","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:lirmm-04674128v1","is_oa":true,"landing_page_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-04674128","pdf_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-04674128v1/file/2024_01_IJCNN_PreNexus.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://2024.ieeewcci.org","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"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/F4320322749","display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro","ror":"https://ror.org/03kk0s825"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402352183.pdf","grobid_xml":"https://content.openalex.org/works/W4402352183.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W104115160","https://openalex.org/W259338706","https://openalex.org/W571085999","https://openalex.org/W1681390718","https://openalex.org/W1985031012","https://openalex.org/W1989037929","https://openalex.org/W2058148593","https://openalex.org/W2122646361","https://openalex.org/W2143841384","https://openalex.org/W2199905070","https://openalex.org/W2515822248","https://openalex.org/W2620661538","https://openalex.org/W2735181761","https://openalex.org/W2768131968","https://openalex.org/W2881370126","https://openalex.org/W2890707978","https://openalex.org/W2898777543","https://openalex.org/W2900633867","https://openalex.org/W2904285708","https://openalex.org/W2905012420","https://openalex.org/W2909693411","https://openalex.org/W2947330499","https://openalex.org/W2948517885","https://openalex.org/W3043609947","https://openalex.org/W3090041645","https://openalex.org/W3097464003","https://openalex.org/W3105931142","https://openalex.org/W3155567600","https://openalex.org/W3164101172","https://openalex.org/W3197626606","https://openalex.org/W3203070007","https://openalex.org/W3210801705","https://openalex.org/W4205387882","https://openalex.org/W4205818973","https://openalex.org/W4238201623","https://openalex.org/W4312874911","https://openalex.org/W4399639221"],"related_works":["https://openalex.org/W1919101720","https://openalex.org/W4390822878","https://openalex.org/W96888382","https://openalex.org/W2041308758","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660","https://openalex.org/W2947390752","https://openalex.org/W2167004500","https://openalex.org/W2801575137"],"abstract_inverted_index":{"Online":[0],"event":[1,20],"detection":[2,21,84,98,115],"in":[3],"streaming":[4],"time":[5,53],"series":[6],"is":[7,25],"a":[8,26,52,73],"critical":[9],"task":[10],"with":[11],"applications":[12],"across":[13],"various":[14],"domains.":[15],"For":[16],"example,":[17],"the":[18,31,35,49,58,69,92,110],"right-on-time":[19],"for":[22,28],"control":[23],"systems":[24],"key":[27],"correctly":[29],"addressing":[30],"issues":[32],"related":[33],"to":[34,86],"events.":[36],"However,":[37],"events":[38],"may":[39,55],"not":[40],"be":[41],"identified":[42],"right":[43],"after":[44],"their":[45],"occurrence.":[46],"Depending":[47],"on":[48,97],"monitoring":[50],"solution,":[51],"difference":[54],"exist":[56],"between":[57,112],"event\u2019s":[59],"occurrence":[60],"and":[61,83,117],"detection.":[62],"This":[63],"problem":[64],"raises":[65],"research":[66],"questions":[67],"regarding":[68],"study":[70],"of":[71,94,103],"such":[72],"temporal":[74],"gap.":[75],"The":[76,100],"paper":[77],"introduces":[78],"novel":[79],"metrics":[80],"(detection":[81],"probability":[82],"lag)":[85],"address":[87],"these":[88],"questions.":[89],"It":[90],"explores":[91],"impact":[93],"configurable":[95],"batches":[96],"performance.":[99,119],"experimental":[101],"evaluation":[102],"diverse":[104],"datasets":[105],"reveals":[106],"nuanced":[107],"insights":[108],"into":[109],"interplay":[111],"batch":[113],"parameters,":[114],"accuracy,":[116],"computational":[118]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
