{"id":"https://openalex.org/W2735685479","doi":"https://doi.org/10.1109/ijcnn.2017.7966085","title":"BLPA: Bayesian learn-predict-adjust method for online detection of recurrent changepoints","display_name":"BLPA: Bayesian learn-predict-adjust method for online detection of recurrent changepoints","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2735685479","doi":"https://doi.org/10.1109/ijcnn.2017.7966085","mag":"2735685479"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2017.7966085","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7966085","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10138/307576","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064019448","display_name":"Alexandr Maslov","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Alexandr Maslov","raw_affiliation_strings":["Dept. of Mathematics and Computer Science, Eindhoven University of Technology, The Netherlands","Faculty of Information Technology, University of Jyv??skyl??, Finland"],"affiliations":[{"raw_affiliation_string":"Dept. of Mathematics and Computer Science, Eindhoven University of Technology, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Faculty of Information Technology, University of Jyv??skyl??, Finland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022601535","display_name":"Mykola Pechenizkiy","orcid":"https://orcid.org/0000-0003-4955-0743"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Mykola Pechenizkiy","raw_affiliation_strings":["Dept. of Mathematics and Computer Science, Eindhoven University of Technology, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Dept. of Mathematics and Computer Science, Eindhoven University of Technology, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029055424","display_name":"Yulong Pei","orcid":"https://orcid.org/0000-0003-3739-5627"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Yulong Pei","raw_affiliation_strings":["Dept. of Mathematics and Computer Science, Eindhoven University of Technology, Netherlands"],"affiliations":[{"raw_affiliation_string":"Dept. of Mathematics and Computer Science, Eindhoven University of Technology, Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037208593","display_name":"Indr\u0117 \u017dliobait\u0117","orcid":"https://orcid.org/0000-0003-2427-5407"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]},{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Indre Zliobaite","raw_affiliation_strings":["Dept. of Computer Science, Aalto University, Finland","Dept. of Geosciences and Geography, University of Helsinki, Finland"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Aalto University, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Dept. of Geosciences and Geography, University of Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003474158","display_name":"Alexander Viktorovich Shklyaev","orcid":null},"institutions":[{"id":"https://openalex.org/I19880235","display_name":"Lomonosov Moscow State University","ror":"https://ror.org/010pmpe69","country_code":"RU","type":"education","lineage":["https://openalex.org/I19880235"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexander Shklyaev","raw_affiliation_strings":["Dept. of Mechanics and Mathematics, Lomonosov Moscow State University, Russia"],"affiliations":[{"raw_affiliation_string":"Dept. of Mechanics and Mathematics, Lomonosov Moscow State University, Russia","institution_ids":["https://openalex.org/I19880235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056914205","display_name":"Tommi K\u00e4rkk\u00e4inen","orcid":"https://orcid.org/0000-0003-0327-1167"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tommi Karkkainen","raw_affiliation_strings":["Faculty of Information Technology, University of Jyv??skyl??, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Jyv??skyl??, Finland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074593755","display_name":"Jaakko Hollm\u00e9n","orcid":"https://orcid.org/0000-0002-1912-712X"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jaakko Hollmen","raw_affiliation_strings":["Dept. of Computer Science, Aalto University, Finland"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Aalto University, Finland","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5064019448"],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":0.4153,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71767743,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"58","issue":null,"first_page":"1916","last_page":"1923"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9742000102996826,"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":0.9699000120162964,"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/computer-science","display_name":"Computer science","score":0.7277339696884155},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.6914892196655273},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5023493766784668},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.400409996509552}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7277339696884155},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6914892196655273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5023493766784668},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.400409996509552}],"mesh":[],"locations_count":9,"locations":[{"id":"doi:10.1109/ijcnn.2017.7966085","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7966085","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/ea677440-551f-496d-a42b-d7c3dce4b020","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/ea677440-551f-496d-a42b-d7c3dce4b020","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Maslov, A, Pechenizkiy, M, Pei, Y, Zliobaite, I, Shklyaev, A, Karkkainen, T & Hollmen, J 2017, BLPA : Bayesian learn-predict-adjust method for online detection of recurrent changepoints. in 2017 International Joint Conference on Neural Networks (IJCNN), 14-19 May 2017, Anchorage, Arkansas., 7966085, Institute of Electrical and Electronics Engineers, Piscataway, pp. 1916-1923, 2017 International Joint Conference on Neural Networks, IJCNN 2017, Anchorage, United States, 14/05/17. https://doi.org/10.1109/IJCNN.2017.7966085","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:870228","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=870228","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:878651","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=878651","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:helda.helsinki.fi:10138/307576","is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/307576","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference contribution"},{"id":"pmh:oai:library.tue.nl:870228","is_oa":false,"landing_page_url":"http://repository.tue.nl/870228","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:library.tue.nl:878651","is_oa":false,"landing_page_url":"http://repository.tue.nl/878651","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:pure.tue.nl:publications/ea677440-551f-496d-a42b-d7c3dce4b020","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85030981919&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Maslov, A, Pechenizkiy, M, Pei, Y, Zliobaite, I, Shklyaev, A, Karkkainen, T & Hollmen, J 2017, BLPA : Bayesian learn-predict-adjust method for online detection of recurrent changepoints. in 2017 International Joint Conference on Neural Networks (IJCNN), 14-19 May 2017, Anchorage, Arkansas., 7966085, Institute of Electrical and Electronics Engineers, Piscataway, pp. 1916-1923, 2017 International Joint Conference on Neural Networks, IJCNN 2017, Anchorage, United States, 14/05/17. https://doi.org/10.1109/IJCNN.2017.7966085","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:tue:oai:pure.tue.nl:publications/ea677440-551f-496d-a42b-d7c3dce4b020","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/ea677440-551f-496d-a42b-d7c3dce4b020","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN), 14-19 May 2017, Anchorage, Arkansas, 1916 - 1923","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"pmh:oai:helda.helsinki.fi:10138/307576","is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/307576","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference contribution"},"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W5975117","https://openalex.org/W1483365869","https://openalex.org/W1608807278","https://openalex.org/W1643135477","https://openalex.org/W1963375715","https://openalex.org/W1967531053","https://openalex.org/W2049742719","https://openalex.org/W2074988520","https://openalex.org/W2097382951","https://openalex.org/W2099419573","https://openalex.org/W2108031208","https://openalex.org/W2140456136","https://openalex.org/W2157664934","https://openalex.org/W2219995598","https://openalex.org/W2243053663","https://openalex.org/W2507200034","https://openalex.org/W4246293279","https://openalex.org/W4255466416","https://openalex.org/W6683324999"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3209574120","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":{"Online":[0],"changepoint":[1],"detection":[2],"is":[3],"an":[4,39,98],"important":[5],"task":[6],"for":[7,31,100],"machine":[8],"learning":[9,18],"in":[10,77,94,106],"changing":[11],"environments,":[12],"as":[13],"it":[14,35],"signals":[15],"when":[16],"the":[17,56,107],"model":[19],"needs":[20],"to":[21,37,53,86],"be":[22,29,75],"updated.":[23],"Presence":[24],"of":[25,69,79],"noise":[26],"that":[27,42],"can":[28,74],"mistaken":[30],"real":[32],"changes":[33,57],"makes":[34],"difficult":[36],"develop":[38],"effective":[40],"approach":[41,99],"would":[43],"have":[44],"a":[45,59],"low":[46],"false":[47],"alarm":[48],"rate":[49],"and":[50,90,102,110,116],"being":[51],"able":[52],"detect":[54],"all":[55],"with":[58],"minimal":[60],"delay.":[61],"In":[62],"this":[63],"paper":[64],"we":[65],"study":[66],"how":[67],"performance":[68],"popular":[70],"Bayesian":[71],"online":[72],"detectors":[73],"improved":[76],"case":[78],"recurrent":[80],"changes.":[81],"Modelling":[82],"recurrence":[83,104],"allows":[84],"us":[85],"anticipate":[87],"future":[88],"changepoints":[89],"predict":[91],"their":[92],"locations":[93],"time.":[95],"We":[96],"propose":[97],"inducing":[101],"integrating":[103],"information":[105],"streaming":[108],"settings,":[109],"demonstrate":[111],"its":[112],"effectiveness":[113],"on":[114],"synthetic":[115],"realworld":[117],"human":[118],"activity":[119],"datasets.":[120]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
