FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3054856586> ?p ?o ?g. }

• W3054856586 endingPage "4291" @default.
• W3054856586 startingPage "4291" @default.
• W3054856586 abstract "Due to the strong concealment of electricity theft and the limitation of inspection resources, the number of power theft samples mastered by the power department is insufficient, which limits the accuracy of power theft detection. Therefore, a data augmentation method for electricity theft detection based on the conditional variational auto-encoder (CVAE) is proposed. Firstly, the stealing power curves are mapped into low dimensional latent variables by using the encoder composed of convolutional layers, and the new stealing power curves are reconstructed by the decoder composed of deconvolutional layers. Then, five typical attack models are proposed, and the convolutional neural network is constructed as a classifier according to the data characteristics of stealing power curves. Finally, the effectiveness and adaptability of the proposed method is verified by a smart meters’ data set from London. The simulation results show that the CVAE can take into account the shapes and distribution characteristics of samples at the same time, and the generated stealing power curves have the best effect on the performance improvement of the classifier than the traditional augmentation methods such as the random oversampling method, synthetic minority over-sampling technique, and conditional generative adversarial network. Moreover, it is suitable for different classifiers." @default.
• W3054856586 created "2020-08-24" @default.
• W3054856586 creator A5002672108 @default.
• W3054856586 creator A5007595810 @default.
• W3054856586 creator A5028106838 @default.
• W3054856586 creator A5042314479 @default.
• W3054856586 creator A5067484272 @default.
• W3054856586 date "2020-08-19" @default.
• W3054856586 modified "2023-09-29" @default.
• W3054856586 title "Data Augmentation for Electricity Theft Detection Using Conditional Variational Auto-Encoder" @default.
• W3054856586 cites W2312446965 @default.
• W3054856586 cites W2550453031 @default.
• W3054856586 cites W2615509641 @default.
• W3054856586 cites W2754034320 @default.
• W3054856586 cites W2766651241 @default.
• W3054856586 cites W2776990447 @default.
• W3054856586 cites W2789012589 @default.
• W3054856586 cites W2898873842 @default.
• W3054856586 cites W2908669387 @default.
• W3054856586 cites W2909390529 @default.
• W3054856586 cites W2910992412 @default.
• W3054856586 cites W2915815650 @default.
• W3054856586 cites W2920255076 @default.
• W3054856586 cites W2944052783 @default.
• W3054856586 cites W2946655868 @default.
• W3054856586 cites W2947230027 @default.
• W3054856586 cites W2953404784 @default.
• W3054856586 cites W2962829974 @default.
• W3054856586 cites W2963613787 @default.
• W3054856586 cites W2965390715 @default.
• W3054856586 cites W2965897052 @default.
• W3054856586 cites W2969808173 @default.
• W3054856586 cites W2981905647 @default.
• W3054856586 cites W2990774343 @default.
• W3054856586 cites W3000119951 @default.
• W3054856586 cites W3002335888 @default.
• W3054856586 cites W3007459273 @default.
• W3054856586 cites W3022210053 @default.
• W3054856586 doi "https://doi.org/10.3390/en13174291" @default.
• W3054856586 hasPublicationYear "2020" @default.
• W3054856586 type Work @default.
• W3054856586 sameAs 3054856586 @default.
• W3054856586 citedByCount "25" @default.
• W3054856586 countsByYear W30548565862021 @default.
• W3054856586 countsByYear W30548565862022 @default.
• W3054856586 countsByYear W30548565862023 @default.
• W3054856586 crossrefType "journal-article" @default.
• W3054856586 hasAuthorship W3054856586A5002672108 @default.
• W3054856586 hasAuthorship W3054856586A5007595810 @default.
• W3054856586 hasAuthorship W3054856586A5028106838 @default.
• W3054856586 hasAuthorship W3054856586A5042314479 @default.
• W3054856586 hasAuthorship W3054856586A5067484272 @default.
• W3054856586 hasBestOaLocation W30548565861 @default.
• W3054856586 hasConcept C101738243 @default.
• W3054856586 hasConcept C111919701 @default.
• W3054856586 hasConcept C118505674 @default.
• W3054856586 hasConcept C119599485 @default.
• W3054856586 hasConcept C119857082 @default.
• W3054856586 hasConcept C124101348 @default.
• W3054856586 hasConcept C127413603 @default.
• W3054856586 hasConcept C153180895 @default.
• W3054856586 hasConcept C154945302 @default.
• W3054856586 hasConcept C197323446 @default.
• W3054856586 hasConcept C206658404 @default.
• W3054856586 hasConcept C2776257435 @default.
• W3054856586 hasConcept C31258907 @default.
• W3054856586 hasConcept C41008148 @default.
• W3054856586 hasConcept C50644808 @default.
• W3054856586 hasConcept C95623464 @default.
• W3054856586 hasConceptScore W3054856586C101738243 @default.
• W3054856586 hasConceptScore W3054856586C111919701 @default.
• W3054856586 hasConceptScore W3054856586C118505674 @default.
• W3054856586 hasConceptScore W3054856586C119599485 @default.
• W3054856586 hasConceptScore W3054856586C119857082 @default.
• W3054856586 hasConceptScore W3054856586C124101348 @default.
• W3054856586 hasConceptScore W3054856586C127413603 @default.
• W3054856586 hasConceptScore W3054856586C153180895 @default.
• W3054856586 hasConceptScore W3054856586C154945302 @default.
• W3054856586 hasConceptScore W3054856586C197323446 @default.
• W3054856586 hasConceptScore W3054856586C206658404 @default.
• W3054856586 hasConceptScore W3054856586C2776257435 @default.
• W3054856586 hasConceptScore W3054856586C31258907 @default.
• W3054856586 hasConceptScore W3054856586C41008148 @default.
• W3054856586 hasConceptScore W3054856586C50644808 @default.
• W3054856586 hasConceptScore W3054856586C95623464 @default.
• W3054856586 hasFunder F4320315254 @default.
• W3054856586 hasIssue "17" @default.
• W3054856586 hasLocation W30548565861 @default.
• W3054856586 hasLocation W30548565862 @default.
• W3054856586 hasOpenAccess W3054856586 @default.
• W3054856586 hasPrimaryLocation W30548565861 @default.
• W3054856586 hasRelatedWork W2292254049 @default.
• W3054856586 hasRelatedWork W2572600474 @default.
• W3054856586 hasRelatedWork W2592385986 @default.
• W3054856586 hasRelatedWork W2776466379 @default.
• W3054856586 hasRelatedWork W2785535669 @default.
• W3054856586 hasRelatedWork W2897995864 @default.
• W3054856586 hasRelatedWork W2998168123 @default.

• next