Matches in SemOpenAlex for { <https://semopenalex.org/work/W3184384128> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W3184384128 abstract "We present a sample-based approach for tuning an anomaly detector threshold to achieve an acceptable false alarm rate without a priori knowledge of system or detector dynamics. If the distribution of the output of the detector is known, finding such a threshold can be re-interpreted as determining a specific quantile of the detector output distribution, which is the minimizer of a convex optimization problem. The sample-based approach we propose approximates the threshold from the empirical distribution. We, further, identify distribution free finite sample guarantees that give the number of samples required to ensure the false alarm rate is near the acceptable value. Finally, we numerically verify our approach on both static and dynamic anomaly detectors, where we investigate both light- and heavy-tailed distributions." @default.
- W3184384128 created "2021-08-02" @default.
- W3184384128 creator A5038369108 @default.
- W3184384128 creator A5056120878 @default.
- W3184384128 creator A5087525845 @default.
- W3184384128 date "2021-05-25" @default.
- W3184384128 modified "2023-10-03" @default.
- W3184384128 title "Sample-based anomaly detector tuning with finite sample guarantees" @default.
- W3184384128 cites W1988645907 @default.
- W3184384128 cites W2011569061 @default.
- W3184384128 cites W2062930223 @default.
- W3184384128 cites W2528550849 @default.
- W3184384128 cites W2535751405 @default.
- W3184384128 cites W3011329609 @default.
- W3184384128 cites W3045680489 @default.
- W3184384128 cites W3124407081 @default.
- W3184384128 cites W4245289321 @default.
- W3184384128 cites W2001884006 @default.
- W3184384128 doi "https://doi.org/10.23919/acc50511.2021.9482656" @default.
- W3184384128 hasPublicationYear "2021" @default.
- W3184384128 type Work @default.
- W3184384128 sameAs 3184384128 @default.
- W3184384128 citedByCount "3" @default.
- W3184384128 countsByYear W31843841282022 @default.
- W3184384128 countsByYear W31843841282023 @default.
- W3184384128 crossrefType "proceedings-article" @default.
- W3184384128 hasAuthorship W3184384128A5038369108 @default.
- W3184384128 hasAuthorship W3184384128A5056120878 @default.
- W3184384128 hasAuthorship W3184384128A5087525845 @default.
- W3184384128 hasConcept C105795698 @default.
- W3184384128 hasConcept C110121322 @default.
- W3184384128 hasConcept C111472728 @default.
- W3184384128 hasConcept C11413529 @default.
- W3184384128 hasConcept C118671147 @default.
- W3184384128 hasConcept C121332964 @default.
- W3184384128 hasConcept C12997251 @default.
- W3184384128 hasConcept C134306372 @default.
- W3184384128 hasConcept C138885662 @default.
- W3184384128 hasConcept C154945302 @default.
- W3184384128 hasConcept C198531522 @default.
- W3184384128 hasConcept C26873012 @default.
- W3184384128 hasConcept C33923547 @default.
- W3184384128 hasConcept C41008148 @default.
- W3184384128 hasConcept C739882 @default.
- W3184384128 hasConcept C75553542 @default.
- W3184384128 hasConcept C76155785 @default.
- W3184384128 hasConcept C77052588 @default.
- W3184384128 hasConcept C94915269 @default.
- W3184384128 hasConcept C97355855 @default.
- W3184384128 hasConceptScore W3184384128C105795698 @default.
- W3184384128 hasConceptScore W3184384128C110121322 @default.
- W3184384128 hasConceptScore W3184384128C111472728 @default.
- W3184384128 hasConceptScore W3184384128C11413529 @default.
- W3184384128 hasConceptScore W3184384128C118671147 @default.
- W3184384128 hasConceptScore W3184384128C121332964 @default.
- W3184384128 hasConceptScore W3184384128C12997251 @default.
- W3184384128 hasConceptScore W3184384128C134306372 @default.
- W3184384128 hasConceptScore W3184384128C138885662 @default.
- W3184384128 hasConceptScore W3184384128C154945302 @default.
- W3184384128 hasConceptScore W3184384128C198531522 @default.
- W3184384128 hasConceptScore W3184384128C26873012 @default.
- W3184384128 hasConceptScore W3184384128C33923547 @default.
- W3184384128 hasConceptScore W3184384128C41008148 @default.
- W3184384128 hasConceptScore W3184384128C739882 @default.
- W3184384128 hasConceptScore W3184384128C75553542 @default.
- W3184384128 hasConceptScore W3184384128C76155785 @default.
- W3184384128 hasConceptScore W3184384128C77052588 @default.
- W3184384128 hasConceptScore W3184384128C94915269 @default.
- W3184384128 hasConceptScore W3184384128C97355855 @default.
- W3184384128 hasFunder F4320322581 @default.
- W3184384128 hasFunder F4320324296 @default.
- W3184384128 hasLocation W31843841281 @default.
- W3184384128 hasOpenAccess W3184384128 @default.
- W3184384128 hasPrimaryLocation W31843841281 @default.
- W3184384128 hasRelatedWork W1506470823 @default.
- W3184384128 hasRelatedWork W2007266074 @default.
- W3184384128 hasRelatedWork W2019888932 @default.
- W3184384128 hasRelatedWork W2049245941 @default.
- W3184384128 hasRelatedWork W2099615906 @default.
- W3184384128 hasRelatedWork W2116325143 @default.
- W3184384128 hasRelatedWork W2145555436 @default.
- W3184384128 hasRelatedWork W2767080308 @default.
- W3184384128 hasRelatedWork W2949112254 @default.
- W3184384128 hasRelatedWork W47273084 @default.
- W3184384128 isParatext "false" @default.
- W3184384128 isRetracted "false" @default.
- W3184384128 magId "3184384128" @default.
- W3184384128 workType "article" @default.