{"id":"https://openalex.org/W2952297585","doi":"https://doi.org/10.1145/3292500.3330780","title":"Context by Proxy","display_name":"Context by Proxy","publication_year":2019,"publication_date":"2019-07-25","ids":{"openalex":"https://openalex.org/W2952297585","doi":"https://doi.org/10.1145/3292500.3330780","mag":"2952297585"},"language":"en","primary_location":{"id":"doi:10.1145/3292500.3330780","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3292500.3330780","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery &amp; Data Mining","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/A5066820889","display_name":"Jan-Philipp Schulze","orcid":"https://orcid.org/0000-0003-1787-4102"},"institutions":[{"id":"https://openalex.org/I4210136922","display_name":"Fraunhofer Institute for Applied and Integrated Security","ror":"https://ror.org/03w0bbr97","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210136922","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I4210156768","display_name":"BMW Group (Germany)","ror":"https://ror.org/044kkbh92","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210156768"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jan-Philipp Schulze","raw_affiliation_strings":["BMW Group &amp; Fraunhofer AISEC, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"BMW Group &amp; Fraunhofer AISEC, Munich, Germany","institution_ids":["https://openalex.org/I4210136922","https://openalex.org/I4210156768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018666783","display_name":"Artur Mrowca","orcid":"https://orcid.org/0000-0002-1719-1048"},"institutions":[{"id":"https://openalex.org/I4210156768","display_name":"BMW Group (Germany)","ror":"https://ror.org/044kkbh92","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210156768"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Artur Mrowca","raw_affiliation_strings":["BMW Group, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"BMW Group, Munich, Germany","institution_ids":["https://openalex.org/I4210156768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058965387","display_name":"Elizabeth Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Elizabeth Ren","raw_affiliation_strings":["ETH Z\u00fcrich, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"ETH Z\u00fcrich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051479034","display_name":"Hans\u2010Andrea Loeliger","orcid":"https://orcid.org/0000-0001-7153-7145"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Hans-Andrea Loeliger","raw_affiliation_strings":["ETH Z\u00fcrich, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"ETH Z\u00fcrich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091848694","display_name":"Konstantin B\u00f6ttinger","orcid":"https://orcid.org/0000-0002-9337-7506"},"institutions":[{"id":"https://openalex.org/I4210136922","display_name":"Fraunhofer Institute for Applied and Integrated Security","ror":"https://ror.org/03w0bbr97","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210136922","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Konstantin B\u00f6ttinger","raw_affiliation_strings":["Fraunhofer AISEC, Garching, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer AISEC, Garching, Germany","institution_ids":["https://openalex.org/I4210136922"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5066820889"],"corresponding_institution_ids":["https://openalex.org/I4210136922","https://openalex.org/I4210156768"],"apc_list":null,"apc_paid":null,"fwci":0.28,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64550853,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2059","last_page":"2068"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9952999949455261,"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/T10260","display_name":"Software Engineering Research","score":0.9868000149726868,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8318488597869873},{"id":"https://openalex.org/keywords/timeout","display_name":"Timeout","score":0.726406991481781},{"id":"https://openalex.org/keywords/proxy","display_name":"Proxy (statistics)","score":0.5775867700576782},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5526066422462463},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5329310297966003},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5010428428649902},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.48602157831192017},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41426047682762146}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8318488597869873},{"id":"https://openalex.org/C31691690","wikidata":"https://www.wikidata.org/wiki/Q1753979","display_name":"Timeout","level":2,"score":0.726406991481781},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.5775867700576782},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5526066422462463},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5329310297966003},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5010428428649902},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.48602157831192017},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41426047682762146},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3292500.3330780","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3292500.3330780","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery &amp; Data Mining","raw_type":"proceedings-article"},{"id":"pmh:oai:fraunhofer.de:N-555250","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-555250.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer AISEC","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/405077","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/405077","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1581826772","https://openalex.org/W1989037929","https://openalex.org/W1994373811","https://openalex.org/W2011534991","https://openalex.org/W2029346103","https://openalex.org/W2038819732","https://openalex.org/W2039125545","https://openalex.org/W2064675550","https://openalex.org/W2106952242","https://openalex.org/W2122646361","https://openalex.org/W2148130848","https://openalex.org/W2154383858","https://openalex.org/W2186910770","https://openalex.org/W2510540782","https://openalex.org/W2613480438","https://openalex.org/W2801173922","https://openalex.org/W2806858831","https://openalex.org/W2809522467","https://openalex.org/W2902455138","https://openalex.org/W2997591727","https://openalex.org/W4285721502","https://openalex.org/W4380028476"],"related_works":["https://openalex.org/W2001619020","https://openalex.org/W2318163330","https://openalex.org/W2117749464","https://openalex.org/W4362636126","https://openalex.org/W2113451084","https://openalex.org/W2094374755","https://openalex.org/W2008788431","https://openalex.org/W2045868190","https://openalex.org/W1982218871","https://openalex.org/W2048785841"],"abstract_inverted_index":{"Contextual":[0],"anomalies":[1,103],"arise":[2],"only":[3],"under":[4],"special":[5],"internal":[6],"or":[7],"external":[8],"stimuli":[9],"in":[10,55,91],"a":[11,21,41,56,63,72],"system,":[12],"often":[13],"making":[14],"it":[15],"infeasible":[16],"to":[17,78,118],"detect":[18],"them":[19],"by":[20],"rule-based":[22],"approach.":[23],"Labelling":[24],"the":[25,36,76,92,105,120,125,134],"underlying":[26],"problem":[27],"sources":[28],"is":[29,131],"hard":[30],"because":[31],"complex,":[32],"time-dependent":[33],"relationships":[34],"between":[35],"inputs":[37],"arise.":[38],"We":[39,99],"propose":[40],"novel":[42],"unsupervised":[43],"approach":[44],"that":[45,128],"combines":[46],"tools":[47],"from":[48],"deep":[49],"learning":[50],"and":[51],"signal":[52],"processing,":[53],"working":[54],"purely":[57],"data-driven":[58],"way.":[59],"Many":[60],"systems":[61],"show":[62],"desirable":[64],"target":[65],"behaviour":[66],"which":[67],"can":[68],"be":[69],"used":[70],"as":[71],"proxy":[73],"quantity":[74],"removing":[75],"need":[77],"manually":[79],"label":[80],"data.":[81],"The":[82],"methodology":[83],"was":[84],"evaluated":[85],"on":[86],"real-life":[87],"test":[88],"car":[89],"traces":[90],"form":[93],"of":[94],"multivariate":[95],"state":[96],"message":[97],"sequences.":[98],"successfully":[100],"identified":[101],"contextual":[102],"during":[104,133],"cars'":[106],"timeout":[107],"process":[108],"along":[109],"with":[110],"possible":[111],"explanations.":[112],"Novel":[113],"input":[114],"encodings":[115],"allow":[116],"us":[117],"summarise":[119],"entire":[121],"system":[122],"context":[123],"including":[124],"timing":[126],"such":[127],"more":[129],"information":[130],"available":[132],"decision":[135],"process.":[136]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-06-27T00:00:00"}
