FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2912688896> ?p ?o ?g. }

• W2912688896 endingPage "722" @default.
• W2912688896 startingPage "722" @default.
• W2912688896 abstract "Telemetry series, generally acquired from sensors, are the only basis for the ground management system to judge the working performance and health status of orbiting spacecraft. In particular, anomalies within telemetry can reflect sensor failure, transmission errors, and the major faults of the related subsystem. Therefore, anomaly detection for telemetry series has drawn great attention from the aerospace area, where probability prediction methods, e.g., Gaussian process regression and relevance vector machine, have an inherent advantage for anomaly detection in time series with uncertainty presentation. However, labelling a single point with probability prediction faces many isolated false alarms, as well as a lower detection rate for collective anomalies that significantly limits its practical application. Simple sliding window fusion can decrease the false positives, but the support number of anomalies within the sliding window is difficult to set effectively for different series. Therefore, in this work, fused with the probability prediction-based method, the Markov chain is designed to compute the support probability of each testing series to realize the improvement on collective anomaly mode. The experiments on simulated data sets and the actual telemetry series validated the effectiveness and applicability of our proposed method." @default.
• W2912688896 created "2019-02-21" @default.
• W2912688896 creator A5010356589 @default.
• W2912688896 creator A5019735827 @default.
• W2912688896 creator A5065947603 @default.
• W2912688896 creator A5090076224 @default.
• W2912688896 date "2019-02-11" @default.
• W2912688896 modified "2023-10-07" @default.
• W2912688896 title "Collective Anomalies Detection for Sensing Series of Spacecraft Telemetry with the Fusion of Probability Prediction and Markov Chain Model" @default.
• W2912688896 cites W1495534874 @default.
• W2912688896 cites W1541774929 @default.
• W2912688896 cites W1939985755 @default.
• W2912688896 cites W1986054508 @default.
• W2912688896 cites W1994005439 @default.
• W2912688896 cites W2003641309 @default.
• W2912688896 cites W2053267746 @default.
• W2912688896 cites W2057735698 @default.
• W2912688896 cites W2107856142 @default.
• W2912688896 cites W2161702708 @default.
• W2912688896 cites W2531036915 @default.
• W2912688896 cites W2603051361 @default.
• W2912688896 cites W2728104985 @default.
• W2912688896 cites W2758462749 @default.
• W2912688896 cites W2770378831 @default.
• W2912688896 cites W2902522621 @default.
• W2912688896 doi "https://doi.org/10.3390/s19030722" @default.
• W2912688896 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6387306" @default.
• W2912688896 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30754619" @default.
• W2912688896 hasPublicationYear "2019" @default.
• W2912688896 type Work @default.
• W2912688896 sameAs 2912688896 @default.
• W2912688896 citedByCount "13" @default.
• W2912688896 countsByYear W29126888962019 @default.
• W2912688896 countsByYear W29126888962020 @default.
• W2912688896 countsByYear W29126888962021 @default.
• W2912688896 countsByYear W29126888962022 @default.
• W2912688896 countsByYear W29126888962023 @default.
• W2912688896 crossrefType "journal-article" @default.
• W2912688896 hasAuthorship W2912688896A5010356589 @default.
• W2912688896 hasAuthorship W2912688896A5019735827 @default.
• W2912688896 hasAuthorship W2912688896A5065947603 @default.
• W2912688896 hasAuthorship W2912688896A5090076224 @default.
• W2912688896 hasBestOaLocation W29126888961 @default.
• W2912688896 hasConcept C102392041 @default.
• W2912688896 hasConcept C111919701 @default.
• W2912688896 hasConcept C119857082 @default.
• W2912688896 hasConcept C124101348 @default.
• W2912688896 hasConcept C143724316 @default.
• W2912688896 hasConcept C151406439 @default.
• W2912688896 hasConcept C151730666 @default.
• W2912688896 hasConcept C154945302 @default.
• W2912688896 hasConcept C183121708 @default.
• W2912688896 hasConcept C2778751112 @default.
• W2912688896 hasConcept C41008148 @default.
• W2912688896 hasConcept C64869954 @default.
• W2912688896 hasConcept C739882 @default.
• W2912688896 hasConcept C76155785 @default.
• W2912688896 hasConcept C79403827 @default.
• W2912688896 hasConcept C86803240 @default.
• W2912688896 hasConcept C98763669 @default.
• W2912688896 hasConceptScore W2912688896C102392041 @default.
• W2912688896 hasConceptScore W2912688896C111919701 @default.
• W2912688896 hasConceptScore W2912688896C119857082 @default.
• W2912688896 hasConceptScore W2912688896C124101348 @default.
• W2912688896 hasConceptScore W2912688896C143724316 @default.
• W2912688896 hasConceptScore W2912688896C151406439 @default.
• W2912688896 hasConceptScore W2912688896C151730666 @default.
• W2912688896 hasConceptScore W2912688896C154945302 @default.
• W2912688896 hasConceptScore W2912688896C183121708 @default.
• W2912688896 hasConceptScore W2912688896C2778751112 @default.
• W2912688896 hasConceptScore W2912688896C41008148 @default.
• W2912688896 hasConceptScore W2912688896C64869954 @default.
• W2912688896 hasConceptScore W2912688896C739882 @default.
• W2912688896 hasConceptScore W2912688896C76155785 @default.
• W2912688896 hasConceptScore W2912688896C79403827 @default.
• W2912688896 hasConceptScore W2912688896C86803240 @default.
• W2912688896 hasConceptScore W2912688896C98763669 @default.
• W2912688896 hasFunder F4320321001 @default.
• W2912688896 hasIssue "3" @default.
• W2912688896 hasLocation W29126888961 @default.
• W2912688896 hasLocation W29126888962 @default.
• W2912688896 hasLocation W29126888963 @default.
• W2912688896 hasLocation W29126888964 @default.
• W2912688896 hasLocation W29126888965 @default.
• W2912688896 hasOpenAccess W2912688896 @default.
• W2912688896 hasPrimaryLocation W29126888961 @default.
• W2912688896 hasRelatedWork W1492446797 @default.
• W2912688896 hasRelatedWork W2063729131 @default.
• W2912688896 hasRelatedWork W2100571703 @default.
• W2912688896 hasRelatedWork W2122407924 @default.
• W2912688896 hasRelatedWork W2357235357 @default.
• W2912688896 hasRelatedWork W2358826810 @default.
• W2912688896 hasRelatedWork W2970140314 @default.
• W2912688896 hasRelatedWork W3215056363 @default.
• W2912688896 hasRelatedWork W4226248369 @default.
• W2912688896 hasRelatedWork W2592189854 @default.
• W2912688896 hasVolume "19" @default.
• W2912688896 isParatext "false" @default.

• next