{"id":"https://openalex.org/W4206184143","doi":"https://doi.org/10.23919/eusipco54536.2021.9616188","title":"Bayesian Feature Discovery for Predictive Maintenance","display_name":"Bayesian Feature Discovery for Predictive Maintenance","publication_year":2021,"publication_date":"2021-08-23","ids":{"openalex":"https://openalex.org/W4206184143","doi":"https://doi.org/10.23919/eusipco54536.2021.9616188"},"language":"en","primary_location":{"id":"doi:10.23919/eusipco54536.2021.9616188","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco54536.2021.9616188","pdf_url":null,"source":{"id":"https://openalex.org/S4363607854","display_name":"2021 29th European Signal Processing Conference (EUSIPCO)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 29th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032247890","display_name":"Amir Dib","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]},{"id":"https://openalex.org/I11559806","display_name":"\u00c9cole Normale Sup\u00e9rieure Paris-Saclay","ror":"https://ror.org/00hx6zz33","country_code":"FR","type":"education","lineage":["https://openalex.org/I11559806","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210150317","display_name":"Laboratoire de Biologie et Pharmacologie Appliqu\u00e9e","ror":"https://ror.org/03njrcx45","country_code":"FR","type":"facility","lineage":["https://openalex.org/I11559806","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210096427","https://openalex.org/I4210150317"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Amir Dib","raw_affiliation_strings":["ENS Paris-Saclay, CNRS, Centre Borelli, \u201cUniversit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","CB - CB - Centre Borelli - UMR 9010 (Campus ENS Paris-Saclay\r\n4 Avenue des Sciences,\r\n91190 Gif-sur-Yvette - France)","Universit\u00e9 Paris-Saclay (B\u00e2timent Br\u00e9guet, 3 Rue Joliot Curie 2e \u00e9t, 91190 Gif-sur-Yvette - France)","CNRS - Centre National de la Recherche Scientifique (France)","ENS Paris Saclay - Ecole Normale Sup\u00e9rieure  Paris-Saclay (4 avenue des Sciences, 91190 Gif-sur-Yvette - France)"],"affiliations":[{"raw_affiliation_string":"ENS Paris-Saclay, CNRS, Centre Borelli, \u201cUniversit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"CB - CB - Centre Borelli - UMR 9010 (Campus ENS Paris-Saclay\r\n4 Avenue des Sciences,\r\n91190 Gif-sur-Yvette - France)","institution_ids":[]},{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay (B\u00e2timent Br\u00e9guet, 3 Rue Joliot Curie 2e \u00e9t, 91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I277688954"]},{"raw_affiliation_string":"CNRS - Centre National de la Recherche Scientifique (France)","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"ENS Paris Saclay - Ecole Normale Sup\u00e9rieure  Paris-Saclay (4 avenue des Sciences, 91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I4210150317","https://openalex.org/I29607241","https://openalex.org/I11559806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059452067","display_name":"Charles Truong","orcid":"https://orcid.org/0000-0002-8527-8161"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210150317","display_name":"Laboratoire de Biologie et Pharmacologie Appliqu\u00e9e","ror":"https://ror.org/03njrcx45","country_code":"FR","type":"facility","lineage":["https://openalex.org/I11559806","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210096427","https://openalex.org/I4210150317"]},{"id":"https://openalex.org/I11559806","display_name":"\u00c9cole Normale Sup\u00e9rieure Paris-Saclay","ror":"https://ror.org/00hx6zz33","country_code":"FR","type":"education","lineage":["https://openalex.org/I11559806","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Charles Truong","raw_affiliation_strings":["ENS Paris-Saclay, CNRS, Centre Borelli, \u201cUniversit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","CB - CB - Centre Borelli - UMR 9010 (Campus ENS Paris-Saclay\r\n4 Avenue des Sciences,\r\n91190 Gif-sur-Yvette - France)","Universit\u00e9 Paris-Saclay (B\u00e2timent Br\u00e9guet, 3 Rue Joliot Curie 2e \u00e9t, 91190 Gif-sur-Yvette - France)","CNRS - Centre National de la Recherche Scientifique (France)","ENS Paris Saclay - Ecole Normale Sup\u00e9rieure  Paris-Saclay (4 avenue des Sciences, 91190 Gif-sur-Yvette - France)"],"affiliations":[{"raw_affiliation_string":"ENS Paris-Saclay, CNRS, Centre Borelli, \u201cUniversit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"CB - CB - Centre Borelli - UMR 9010 (Campus ENS Paris-Saclay\r\n4 Avenue des Sciences,\r\n91190 Gif-sur-Yvette - France)","institution_ids":[]},{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay (B\u00e2timent Br\u00e9guet, 3 Rue Joliot Curie 2e \u00e9t, 91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I277688954"]},{"raw_affiliation_string":"CNRS - Centre National de la Recherche Scientifique (France)","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"ENS Paris Saclay - Ecole Normale Sup\u00e9rieure  Paris-Saclay (4 avenue des Sciences, 91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I4210150317","https://openalex.org/I29607241","https://openalex.org/I11559806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090929380","display_name":"Laurent Oudre","orcid":"https://orcid.org/0000-0002-4750-2265"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I11559806","display_name":"\u00c9cole Normale Sup\u00e9rieure Paris-Saclay","ror":"https://ror.org/00hx6zz33","country_code":"FR","type":"education","lineage":["https://openalex.org/I11559806","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210150317","display_name":"Laboratoire de Biologie et Pharmacologie Appliqu\u00e9e","ror":"https://ror.org/03njrcx45","country_code":"FR","type":"facility","lineage":["https://openalex.org/I11559806","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210096427","https://openalex.org/I4210150317"]},{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laurent Oudre","raw_affiliation_strings":["ENS Paris-Saclay, CNRS, Centre Borelli, \u201cUniversit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","CNRS - Centre National de la Recherche Scientifique (France)","CB - CB - Centre Borelli - UMR 9010 (Campus ENS Paris-Saclay\r\n4 Avenue des Sciences,\r\n91190 Gif-sur-Yvette - France)","ENS Paris Saclay - Ecole Normale Sup\u00e9rieure  Paris-Saclay (4 avenue des Sciences, 91190 Gif-sur-Yvette - France)","Universit\u00e9 Paris-Saclay (B\u00e2timent Br\u00e9guet, 3 Rue Joliot Curie 2e \u00e9t, 91190 Gif-sur-Yvette - France)"],"affiliations":[{"raw_affiliation_string":"ENS Paris-Saclay, CNRS, Centre Borelli, \u201cUniversit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"CNRS - Centre National de la Recherche Scientifique (France)","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"CB - CB - Centre Borelli - UMR 9010 (Campus ENS Paris-Saclay\r\n4 Avenue des Sciences,\r\n91190 Gif-sur-Yvette - France)","institution_ids":[]},{"raw_affiliation_string":"ENS Paris Saclay - Ecole Normale Sup\u00e9rieure  Paris-Saclay (4 avenue des Sciences, 91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I4210150317","https://openalex.org/I29607241","https://openalex.org/I11559806"]},{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay (B\u00e2timent Br\u00e9guet, 3 Rue Joliot Curie 2e \u00e9t, 91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046610403","display_name":"Mathilde Mougeot","orcid":"https://orcid.org/0009-0009-6346-4519"},"institutions":[{"id":"https://openalex.org/I4210150317","display_name":"Laboratoire de Biologie et Pharmacologie Appliqu\u00e9e","ror":"https://ror.org/03njrcx45","country_code":"FR","type":"facility","lineage":["https://openalex.org/I11559806","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210096427","https://openalex.org/I4210150317"]},{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I11559806","display_name":"\u00c9cole Normale Sup\u00e9rieure Paris-Saclay","ror":"https://ror.org/00hx6zz33","country_code":"FR","type":"education","lineage":["https://openalex.org/I11559806","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mathilde Mougeot","raw_affiliation_strings":["ENS Paris-Saclay, CNRS, Centre Borelli, \u201cUniversit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","ENS Paris Saclay - Ecole Normale Sup\u00e9rieure  Paris-Saclay (4 avenue des Sciences, 91190 Gif-sur-Yvette - France)","Universit\u00e9 Paris-Saclay (B\u00e2timent Br\u00e9guet, 3 Rue Joliot Curie 2e \u00e9t, 91190 Gif-sur-Yvette - France)","CB - CB - Centre Borelli - UMR 9010 (Campus ENS Paris-Saclay\r\n4 Avenue des Sciences,\r\n91190 Gif-sur-Yvette - France)","CNRS - Centre National de la Recherche Scientifique (France)"],"affiliations":[{"raw_affiliation_string":"ENS Paris-Saclay, CNRS, Centre Borelli, \u201cUniversit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"ENS Paris Saclay - Ecole Normale Sup\u00e9rieure  Paris-Saclay (4 avenue des Sciences, 91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I4210150317","https://openalex.org/I29607241","https://openalex.org/I11559806"]},{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay (B\u00e2timent Br\u00e9guet, 3 Rue Joliot Curie 2e \u00e9t, 91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I277688954"]},{"raw_affiliation_string":"CB - CB - Centre Borelli - UMR 9010 (Campus ENS Paris-Saclay\r\n4 Avenue des Sciences,\r\n91190 Gif-sur-Yvette - France)","institution_ids":[]},{"raw_affiliation_string":"CNRS - Centre National de la Recherche Scientifique (France)","institution_ids":["https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008719006","display_name":"Nicolas Vayatis","orcid":"https://orcid.org/0000-0003-4308-4681"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I11559806","display_name":"\u00c9cole Normale Sup\u00e9rieure Paris-Saclay","ror":"https://ror.org/00hx6zz33","country_code":"FR","type":"education","lineage":["https://openalex.org/I11559806","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]},{"id":"https://openalex.org/I4210150317","display_name":"Laboratoire de Biologie et Pharmacologie Appliqu\u00e9e","ror":"https://ror.org/03njrcx45","country_code":"FR","type":"facility","lineage":["https://openalex.org/I11559806","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210096427","https://openalex.org/I4210150317"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nicolas Vayatis","raw_affiliation_strings":["ENS Paris-Saclay, CNRS, Centre Borelli, \u201cUniversit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","ENS Paris Saclay - Ecole Normale Sup\u00e9rieure  Paris-Saclay (4 avenue des Sciences, 91190 Gif-sur-Yvette - France)","Universit\u00e9 Paris-Saclay (B\u00e2timent Br\u00e9guet, 3 Rue Joliot Curie 2e \u00e9t, 91190 Gif-sur-Yvette - France)","CNRS - Centre National de la Recherche Scientifique (France)","CB - CB - Centre Borelli - UMR 9010 (Campus ENS Paris-Saclay\r\n4 Avenue des Sciences,\r\n91190 Gif-sur-Yvette - France)"],"affiliations":[{"raw_affiliation_string":"ENS Paris-Saclay, CNRS, Centre Borelli, \u201cUniversit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"ENS Paris Saclay - Ecole Normale Sup\u00e9rieure  Paris-Saclay (4 avenue des Sciences, 91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I4210150317","https://openalex.org/I29607241","https://openalex.org/I11559806"]},{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay (B\u00e2timent Br\u00e9guet, 3 Rue Joliot Curie 2e \u00e9t, 91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I277688954"]},{"raw_affiliation_string":"CNRS - Centre National de la Recherche Scientifique (France)","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"CB - CB - Centre Borelli - UMR 9010 (Campus ENS Paris-Saclay\r\n4 Avenue des Sciences,\r\n91190 Gif-sur-Yvette - France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5099873603","display_name":"Helo\u00efse Nonne","orcid":null},"institutions":[{"id":"https://openalex.org/I210368670","display_name":"Soci\u00e9t\u00e9 Nationale des Chemins de Fer Fran\u00e7ais (France)","ror":"https://ror.org/0454vek02","country_code":"FR","type":"company","lineage":["https://openalex.org/I210368670"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Heloise Nonne","raw_affiliation_strings":["ITNOVEM, SNCF,Saint-Denis,France,93120","SNCF (2 place aux \u00c9toiles 93633 La Plaine Saint-Denis - France)","ITNOVEM (France)"],"affiliations":[{"raw_affiliation_string":"ITNOVEM, SNCF,Saint-Denis,France,93120","institution_ids":["https://openalex.org/I210368670"]},{"raw_affiliation_string":"SNCF (2 place aux \u00c9toiles 93633 La Plaine Saint-Denis - France)","institution_ids":["https://openalex.org/I210368670"]},{"raw_affiliation_string":"ITNOVEM (France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5032247890"],"corresponding_institution_ids":["https://openalex.org/I11559806","https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I29607241","https://openalex.org/I4210150317"],"apc_list":null,"apc_paid":null,"fwci":0.2836,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.51593438,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1421","last_page":"1425"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11719","display_name":"Data Quality and Management","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9926000237464905,"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":0.733027994632721},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6320164799690247},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5849282145500183},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5699036121368408},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.543973982334137},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5326290726661682},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5131276249885559},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5119048357009888},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46331098675727844},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.44244757294654846},{"id":"https://openalex.org/keywords/predictive-power","display_name":"Predictive power","score":0.426052451133728},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.41689449548721313},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3673709034919739},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1113579273223877},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.10809320211410522},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10667148232460022}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.733027994632721},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6320164799690247},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5849282145500183},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5699036121368408},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.543973982334137},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5326290726661682},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5131276249885559},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5119048357009888},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46331098675727844},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.44244757294654846},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.426052451133728},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.41689449548721313},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3673709034919739},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1113579273223877},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.10809320211410522},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10667148232460022},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/eusipco54536.2021.9616188","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco54536.2021.9616188","pdf_url":null,"source":{"id":"https://openalex.org/S4363607854","display_name":"2021 29th European Signal Processing Conference (EUSIPCO)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 29th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04473253v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04473253","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"2021 29th European Signal Processing Conference (EUSIPCO), Aug 2021, Dublin, France. pp.1421-1425, &#x27E8;10.23919/EUSIPCO54536.2021.9616188&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W576428146","https://openalex.org/W2017300542","https://openalex.org/W2022852240","https://openalex.org/W2049633694","https://openalex.org/W2095720871","https://openalex.org/W2166559705","https://openalex.org/W2507635762","https://openalex.org/W2754504587","https://openalex.org/W2765107676","https://openalex.org/W2794204271","https://openalex.org/W2890198029","https://openalex.org/W2950421339","https://openalex.org/W2982490718","https://openalex.org/W3103529187","https://openalex.org/W4243072198","https://openalex.org/W4248681815"],"related_works":["https://openalex.org/W4387478977","https://openalex.org/W2590487277","https://openalex.org/W3023968319","https://openalex.org/W2340276670","https://openalex.org/W2270372770","https://openalex.org/W1974015967","https://openalex.org/W3174634961","https://openalex.org/W2594732338","https://openalex.org/W1515316482","https://openalex.org/W2955050740"],"abstract_inverted_index":{"This":[0],"paper":[1],"considers":[2],"predictive":[3,147],"maintenance,":[4],"which":[5,22,73],"is":[6,41,107,114],"the":[7,123,127,132,146],"task":[8],"of":[9,25,46,112,135,139],"predicting":[10],"rare":[11],"and":[12,103,106,141],"anomalous":[13],"events":[14],"(typically,":[15],"system":[16],"failures)":[17],"using":[18],"event":[19],"logs":[20],"data,":[21],"are":[23,74],"series":[24],"time-stamped":[26],"symbolic":[27],"codes":[28,47],"emitted":[29],"at":[30,63],"regular":[31],"or":[32,50,68],"irregular":[33],"intervals":[34],"by":[35],"a":[36,64,86,97,136],"monitored":[37],"system.":[38],"Our":[39,93],"objective":[40],"to":[42,70,77],"find":[43],"small":[44],"sets":[45],"(called":[48],"itemsets":[49],"patterns)":[51],"that":[52,121],"occur":[53],"shortly":[54],"before":[55],"failures.":[56],"Current":[57],"prediction":[58,133],"methods":[59],"either":[60],"produce":[61],"patterns":[62,129],"high":[65],"computational":[66],"cost":[67],"resort":[69],"kernel":[71],"approaches":[72],"often":[75],"difficult":[76],"interpret.":[78],"We":[79],"introduce":[80],"Bayesian":[81],"Pattern":[82],"Feature":[83],"Discovery":[84],"(BPFD),":[85],"new":[87],"generic":[88],"algorithm":[89],"for":[90],"pattern":[91,98],"discovery.":[92],"method,":[94],"based":[95],"on":[96,116,145],"mining":[99],"technique,":[100],"produces":[101],"informative":[102],"explainable":[104],"features":[105],"computationally":[108],"efficient.":[109],"The":[110],"performance":[111],"BPFD":[113],"highlighted":[115],"real-world":[117],"data":[118],"sets,":[119],"showing":[120],"enriching":[122],"feature":[124],"space":[125],"with":[126],"discovered":[128],"improves":[130],"significantly":[131],"power":[134],"broad":[137],"range":[138],"predictors":[140],"offers":[142],"useful":[143],"insight":[144],"maintenance":[148],"task.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
