{"id":"https://openalex.org/W7166343308","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper47.pdf","title":"Finding Anomalies in the Operation of Automated Control Systems Using Machine Learning","display_name":"Finding Anomalies in the Operation of Automated Control Systems Using Machine Learning","publication_year":2023,"publication_date":"2023-04-14","ids":{"openalex":"https://openalex.org/W7166343308","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper47.pdf"},"language":"en","primary_location":{"id":"doi:10.55056/ceur-ws.org/vol-3373/paper47.pdf","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper47.pdf","is_oa":true,"landing_page_url":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper47.pdf","pdf_url":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper47.pdf","source":{"id":"https://openalex.org/S7407088945","display_name":"International Workshop on Intelligent Information Technologies & Systems of Information Security (IntelITSIS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"CEUR Workshop Proceedings, Vol-3373: Proceedings of the 4th International Workshop on Intelligent Information Technologies &amp; Systems of Information Security with CEUR-WS","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper47.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106525682","display_name":"Yurii O. Hodlevskyi","orcid":"https://orcid.org/0000-0003-4094-0788","observed_orcids":["https://orcid.org/0000-0003-4094-0788"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yurii O. Hodlevskyi","raw_affiliation_strings":["Infopulse Ukraine , 13a , Trypilska Street , Zhytomyr , 10003 , Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-4094-0788","affiliations":[{"raw_affiliation_string":"Infopulse Ukraine , 13a , Trypilska Street , Zhytomyr , 10003 , Ukraine","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077495562","display_name":"\u0422\u0435\u0442\u044f\u043d\u0430 \u0410\u043d\u0430\u0442\u043e\u043b\u0456\u0457\u0432\u043d\u0430 \u0412\u0430\u043a\u0430\u043b\u044e\u043a","orcid":"https://orcid.org/0000-0001-6825-4697","observed_orcids":["https://orcid.org/0000-0001-6825-4697"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tetiana A. Vakaliuk","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6825-4697","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115696126","display_name":"\u041e\u043b\u0435\u043a\u0441\u0456\u0439 \u0412\u043e\u043b\u043e\u0434\u0438\u043c\u0438\u0440\u043e\u0432\u0438\u0447 \u0427\u0438\u0436\u043c\u043e\u0442\u0440\u044f","orcid":"https://orcid.org/0000-0002-5515-6550","observed_orcids":["https://orcid.org/0000-0002-5515-6550"]},"institutions":[{"id":"https://openalex.org/I4210149696","display_name":"Zhytomyr Polytechnic State University","ror":"https://ror.org/04r5xzk86","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210149696"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleksii V. Chyzhmotria","raw_affiliation_strings":["Zhytomyr Polytechnic State University , 103 Chudnivsyka Str. , Zhytomyr , 10005 , Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-5515-6550","affiliations":[{"raw_affiliation_string":"Zhytomyr Polytechnic State University , 103 Chudnivsyka Str. , Zhytomyr , 10005 , Ukraine","institution_ids":["https://openalex.org/I4210149696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004886631","display_name":"Olena H. Chyzhmotria","orcid":"https://orcid.org/0000-0001-8597-1292","observed_orcids":["https://orcid.org/0000-0001-8597-1292"]},"institutions":[{"id":"https://openalex.org/I4210149696","display_name":"Zhytomyr Polytechnic State University","ror":"https://ror.org/04r5xzk86","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210149696"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Olena H. Chyzhmotria","raw_affiliation_strings":["Zhytomyr Polytechnic State University , 103 Chudnivsyka Str. , Zhytomyr , 10005 , Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-8597-1292","affiliations":[{"raw_affiliation_string":"Zhytomyr Polytechnic State University , 103 Chudnivsyka Str. , Zhytomyr , 10005 , Ukraine","institution_ids":["https://openalex.org/I4210149696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083775917","display_name":"O. V. Vlasenko","orcid":"https://orcid.org/0000-0001-6697-2150","observed_orcids":["https://orcid.org/0000-0001-6697-2150"]},"institutions":[{"id":"https://openalex.org/I4210149696","display_name":"Zhytomyr Polytechnic State University","ror":"https://ror.org/04r5xzk86","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210149696"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleh V. Vlasenko","raw_affiliation_strings":["Zhytomyr Polytechnic State University , 103 Chudnivsyka Str. , Zhytomyr , 10005 , Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-6697-2150","affiliations":[{"raw_affiliation_string":"Zhytomyr Polytechnic State University , 103 Chudnivsyka Str. , Zhytomyr , 10005 , Ukraine","institution_ids":["https://openalex.org/I4210149696"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7418,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61802348,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"681","last_page":"698"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.5170999765396118,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.5170999765396118,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.4530999958515167,"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/T12127","display_name":"Software System Performance and Reliability","score":0.014800000004470348,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/anomaly-detection","display_name":"anomaly detection","score":0.9990000128746033},{"id":"https://openalex.org/keywords/automatic-control-system","display_name":"automatic control system","score":0.9909999966621399},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.7689999938011169},{"id":"https://openalex.org/keywords/fault-detection","display_name":"fault detection","score":0.6579999923706055},{"id":"https://openalex.org/keywords/sensor-monitoring","display_name":"sensor-based monitoring","score":0.671999990940094},{"id":"https://openalex.org/keywords/system-monitoring","display_name":"system monitoring","score":0.6740000247955322},{"id":"https://openalex.org/keywords/false-alarm-reduction","display_name":"false alarm reduction","score":0.7269999980926514},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"predictive maintenance","score":0.4790000021457672}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7379000186920166},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6685000061988831},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5673999786376953},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5663999915122986},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.550599992275238},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5314000248908997},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4318999946117401},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4226999878883362},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.38199999928474426},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.3732999861240387},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3716999888420105},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.36820000410079956},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.3222000002861023},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3010999858379364},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.2858999967575073},{"id":"https://openalex.org/C200749887","wikidata":"https://www.wikidata.org/wiki/Q1165574","display_name":"System monitoring","level":2,"score":0.2621000111103058},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2565000057220459},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2531999945640564}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.55056/ceur-ws.org/vol-3373/paper47.pdf","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper47.pdf","is_oa":true,"landing_page_url":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper47.pdf","pdf_url":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper47.pdf","source":{"id":"https://openalex.org/S7407088945","display_name":"International Workshop on Intelligent Information Technologies & Systems of Information Security (IntelITSIS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"CEUR Workshop Proceedings, Vol-3373: Proceedings of the 4th International Workshop on Intelligent Information Technologies &amp; Systems of Information Security with CEUR-WS","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.55056/ceur-ws.org/vol-3373/paper47.pdf","doi":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper47.pdf","is_oa":true,"landing_page_url":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper47.pdf","pdf_url":"https://doi.org/10.55056/ceur-ws.org/vol-3373/paper47.pdf","source":{"id":"https://openalex.org/S7407088945","display_name":"International Workshop on Intelligent Information Technologies & Systems of Information Security (IntelITSIS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"CEUR Workshop Proceedings, Vol-3373: Proceedings of the 4th International Workshop on Intelligent Information Technologies &amp; Systems of Information Security with CEUR-WS","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7166343308.pdf","grobid_xml":"https://content.openalex.org/works/W7166343308.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2028119131","https://openalex.org/W2508380041","https://openalex.org/W2509669877","https://openalex.org/W2753824345","https://openalex.org/W2755997547","https://openalex.org/W2895926968","https://openalex.org/W2924453407","https://openalex.org/W3009075394","https://openalex.org/W3009805499","https://openalex.org/W3028104798","https://openalex.org/W3037511795","https://openalex.org/W3129684859","https://openalex.org/W3170851865","https://openalex.org/W4226158669","https://openalex.org/W4285605434","https://openalex.org/W4304606820","https://openalex.org/W4312601785"],"related_works":["https://openalex.org/W2058566538","https://openalex.org/W3094574161","https://openalex.org/W4385762662","https://openalex.org/W2535762059","https://openalex.org/W4285551246","https://openalex.org/W4410887383","https://openalex.org/W3036112035","https://openalex.org/W3007473407","https://openalex.org/W3108743580","https://openalex.org/W4403156415"],"abstract_inverted_index":{"This":[0],"article":[1],"deals":[2],"with":[3,111],"the":[4,10,24,42,54,57,60,84,88,97,115,133,137,182],"problem":[5],"of":[6,12,26,44,56,87,139,152,184],"detecting":[7],"anomalies":[8,168],"in":[9,32,49,123,142],"operation":[11],"automated":[13,27,33],"systems.":[14,28],"Anomaly":[15],"detection":[16],"is":[17,36,67,79,159],"useful":[18],"for":[19],"preventing":[20],"breakdowns":[21],"and":[22,90,126,141,180],"improving":[23],"performance":[25],"Using":[29],"various":[30],"sensors":[31,89],"systems,":[34],"it":[35,158],"possible":[37,81,160],"to":[38,52,82,114,161],"read":[39],"information":[40],"about":[41,103],"state":[43,55],"certain":[45],"system":[46,58,65,98,164],"parameters,":[47],"which":[48,173],"turn":[50],"helps":[51],"monitor":[53],"at":[59],"moment.":[61],"But":[62],"simply":[63],"viewing":[64],"indicators":[66],"not":[68,106],"a":[69,101,130,149,163,185],"very":[70],"optimal":[71],"option,":[72],"as":[73],"human":[74],"resources":[75],"are":[76],"wasted.":[77],"It":[78],"also":[80],"set":[83],"limit":[85],"values":[86,119],"if":[91],"some":[92],"indicator":[93],"goes":[94],"beyond":[95],"them,":[96],"can":[99,109,120,135],"show":[100],"message":[102],"it.":[104],"Still,":[105],"all":[107],"graphs":[108],"do":[110],"this":[112,143,156],"solution":[113],"problem,":[116],"because":[117],"abnormal":[118],"be":[121],"recorded":[122],"these":[124],"limits":[125],"ignored":[127],"by":[128],"such":[129],"system,":[131],"or":[132],"sensor":[134],"change":[136],"range":[138],"work":[140],"case,":[144],"thus":[145],"operators":[146],"will":[147,166,174],"receive":[148],"large":[150],"number":[151],"false":[153],"messages.":[154],"In":[155],"way,":[157],"implement":[162],"that":[165],"detect":[167],"automatically":[169],"using":[170],"artificial":[171],"intelligence,":[172],"learn":[175],"from":[176],"existing":[177],"previous":[178],"data":[179],"notify":[181],"operator":[183],"malfunction.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-06-28T00:00:00"}
