{"id":"https://openalex.org/W2730316035","doi":"https://doi.org/10.1109/siu.2017.7960595","title":"Online anomaly detection in case of limited feedback with accurate distribution learning","display_name":"Online anomaly detection in case of limited feedback with accurate distribution learning","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2730316035","doi":"https://doi.org/10.1109/siu.2017.7960595","mag":"2730316035"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2017.7960595","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2017.7960595","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th Signal Processing and Communications Applications Conference (SIU)","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/A5046666210","display_name":"Iman Marivani","orcid":"https://orcid.org/0000-0002-2928-4014"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Iman Marivani","raw_affiliation_strings":["Elektrik ve Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Bilkent \u00dcniversitesi, Ankara, T\u00fcrkiye"],"affiliations":[{"raw_affiliation_string":"Elektrik ve Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Bilkent \u00dcniversitesi, Ankara, T\u00fcrkiye","institution_ids":["https://openalex.org/I168864056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011334297","display_name":"Dariush Kari","orcid":"https://orcid.org/0000-0001-8222-6748"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Dariush Kari","raw_affiliation_strings":["Elektrik ve Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Bilkent \u00dcniversitesi, Ankara, T\u00fcrkiye"],"affiliations":[{"raw_affiliation_string":"Elektrik ve Elektronik M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Bilkent \u00dcniversitesi, Ankara, T\u00fcrkiye","institution_ids":["https://openalex.org/I168864056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031732163","display_name":"Ali Kurt","orcid":"https://orcid.org/0000-0002-0617-6037"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ali Emirhan Kurt","raw_affiliation_strings":["Bilgisayar Teknolojisi ve Bili\u015fim Sistemleri B\u00f6l\u00fcm\u00fc, Bilkent \u00dcniversitesi, Ankara, T\u00fcrkiye"],"affiliations":[{"raw_affiliation_string":"Bilgisayar Teknolojisi ve Bili\u015fim Sistemleri B\u00f6l\u00fcm\u00fc, Bilkent \u00dcniversitesi, Ankara, T\u00fcrkiye","institution_ids":["https://openalex.org/I168864056"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052569851","display_name":"Eren Manis","orcid":null},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Eren Manis","raw_affiliation_strings":["Bilgisayar Teknolojisi ve Bili\u015fim Sistemleri B\u00f6l\u00fcm\u00fc, Bilkent \u00dcniversitesi, Ankara, T\u00fcrkiye"],"affiliations":[{"raw_affiliation_string":"Bilgisayar Teknolojisi ve Bili\u015fim Sistemleri B\u00f6l\u00fcm\u00fc, Bilkent \u00dcniversitesi, Ankara, T\u00fcrkiye","institution_ids":["https://openalex.org/I168864056"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5046666210"],"corresponding_institution_ids":["https://openalex.org/I168864056"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07730193,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9994999766349792,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9934999942779541,"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":0.733055055141449},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.6687315106391907},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6602296829223633},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5573062896728516},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5226181149482727},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44556888937950134},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4445120096206665},{"id":"https://openalex.org/keywords/online-algorithm","display_name":"Online algorithm","score":0.42648136615753174},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.4180740416049957},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21308788657188416},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08411902189254761}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.733055055141449},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.6687315106391907},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6602296829223633},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5573062896728516},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5226181149482727},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44556888937950134},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4445120096206665},{"id":"https://openalex.org/C196921405","wikidata":"https://www.wikidata.org/wiki/Q786431","display_name":"Online algorithm","level":2,"score":0.42648136615753174},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4180740416049957},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21308788657188416},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08411902189254761},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/siu.2017.7960595","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2017.7960595","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.bilkent.edu.tr:11693/37583","is_oa":false,"landing_page_url":"http://hdl.handle.net/11693/37583","pdf_url":null,"source":{"id":"https://openalex.org/S4306400079","display_name":"Bilkent University Institutional Repository (Bilkent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I168864056","host_organization_name":"Bilkent University","host_organization_lineage":["https://openalex.org/I168864056"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the IEEE 25th Signal Processing and Communications Applications Conference, SIU 2017","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1570963478","https://openalex.org/W1840004984","https://openalex.org/W1998710743","https://openalex.org/W2028132509","https://openalex.org/W2040335964","https://openalex.org/W2044017907","https://openalex.org/W2097511040","https://openalex.org/W2119463329","https://openalex.org/W2120340025","https://openalex.org/W2122646361","https://openalex.org/W2127548576","https://openalex.org/W2141992351","https://openalex.org/W2161704742","https://openalex.org/W2498631646","https://openalex.org/W3105835001","https://openalex.org/W4292022450","https://openalex.org/W6678397451"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4377864969","https://openalex.org/W2972971679"],"abstract_inverted_index":{"We":[0,43,116],"propose":[1],"a":[2,41,51,110],"high-performance":[3],"algorithm":[4,11,74,122],"for":[5],"sequential":[6],"anomaly":[7,29],"detection.":[8],"The":[9,69],"proposed":[10],"sequentially":[12],"runs":[13],"over":[14,109,128],"data":[15,91,114],"streams,":[16],"accurately":[17],"estimates":[18],"the":[19,31,35,45,54,62,67,81,94,102,118,126],"nominal":[20,47,82],"distribution":[21,48],"using":[22],"exponential":[23],"family":[24],"and":[25,57],"then":[26],"declares":[27],"an":[28],"when":[30],"assigned":[32],"likelihood":[33,52],"of":[34,72,80,113,120],"current":[36,55],"observation":[37,56],"is":[38,75,99],"less":[39],"than":[40],"threshold.":[42,68],"use":[44],"estimated":[46],"to":[49,53,65,77,92,125],"assign":[50],"employ":[58],"limited":[59],"feedback":[60],"from":[61],"end":[63],"user":[64],"adjust":[66],"high":[70],"performance":[71,119],"our":[73,121],"due":[76],"accurate":[78],"estimation":[79],"distribution,":[83],"where":[84],"we":[85],"achieve":[86],"this":[87],"by":[88],"preventing":[89],"anomalous":[90],"corrupt":[93],"update":[95],"process.":[96],"Our":[97],"method":[98],"generic":[100],"in":[101],"sense":[103],"that":[104],"it":[105],"can":[106],"operate":[107],"successfully":[108],"wide":[111],"range":[112],"distributions.":[115,131],"demonstrate":[117],"with":[123],"respect":[124],"state-of-the-art":[127],"time":[129],"varying":[130]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}