Matches in SemOpenAlex for { <https://semopenalex.org/work/W3094881129> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W3094881129 abstract "With the exponential growth of household activities particularly due to the lock-down in COVID-19 pandemic as well as with the usual trend of amplified use of energy consuming appliances, household energy usages are becoming extremely high Consequently, high energy consumption pattern results in severe increase of air pollution and carbon footprint Carbon footprint is mainly caused by the greenhouse gases while burning of fossil fuels for producing different forms of energy In order to restrict the carbon footprint, one of the approaches is to analyze the citizen behavioral pattern by detecting the household appliances We propose deep neural network based supervised learning algorithm that is capable of classifying the household appliances from energy consumption data More specifically, we use deep residual networks (ResNet) where learning of the residual functions makes the trained model more robust by transforming the representation learning problem to residual learning problem Our empirical study on publicly available relevant datasets from UCR timeseries archive demonstrates significantly better and consistent performance over baseline algorithms and state-of-the-art methods © 2020 CEUR-WS All rights reserved" @default.
- W3094881129 created "2020-11-09" @default.
- W3094881129 creator A5013505123 @default.
- W3094881129 creator A5031951547 @default.
- W3094881129 creator A5068538481 @default.
- W3094881129 date "2020-01-01" @default.
- W3094881129 modified "2023-09-27" @default.
- W3094881129 title "On analyzing the household energy consumption detection for citizen behavioral analysis carbon footprint awareness by deep residual networks" @default.
- W3094881129 cites W1437490077 @default.
- W3094881129 cites W1992601916 @default.
- W3094881129 cites W2026909728 @default.
- W3094881129 cites W2091921805 @default.
- W3094881129 cites W2394537529 @default.
- W3094881129 cites W2555077524 @default.
- W3094881129 cites W3042940009 @default.
- W3094881129 cites W3098163344 @default.
- W3094881129 cites W848133049 @default.
- W3094881129 hasPublicationYear "2020" @default.
- W3094881129 type Work @default.
- W3094881129 sameAs 3094881129 @default.
- W3094881129 citedByCount "0" @default.
- W3094881129 crossrefType "proceedings-article" @default.
- W3094881129 hasAuthorship W3094881129A5013505123 @default.
- W3094881129 hasAuthorship W3094881129A5031951547 @default.
- W3094881129 hasAuthorship W3094881129A5068538481 @default.
- W3094881129 hasConcept C108583219 @default.
- W3094881129 hasConcept C11413529 @default.
- W3094881129 hasConcept C119599485 @default.
- W3094881129 hasConcept C119857082 @default.
- W3094881129 hasConcept C127413603 @default.
- W3094881129 hasConcept C134560507 @default.
- W3094881129 hasConcept C144024400 @default.
- W3094881129 hasConcept C154945302 @default.
- W3094881129 hasConcept C155512373 @default.
- W3094881129 hasConcept C162324750 @default.
- W3094881129 hasConcept C18903297 @default.
- W3094881129 hasConcept C2780165032 @default.
- W3094881129 hasConcept C2780936489 @default.
- W3094881129 hasConcept C30772137 @default.
- W3094881129 hasConcept C36289849 @default.
- W3094881129 hasConcept C41008148 @default.
- W3094881129 hasConcept C47737302 @default.
- W3094881129 hasConcept C86803240 @default.
- W3094881129 hasConceptScore W3094881129C108583219 @default.
- W3094881129 hasConceptScore W3094881129C11413529 @default.
- W3094881129 hasConceptScore W3094881129C119599485 @default.
- W3094881129 hasConceptScore W3094881129C119857082 @default.
- W3094881129 hasConceptScore W3094881129C127413603 @default.
- W3094881129 hasConceptScore W3094881129C134560507 @default.
- W3094881129 hasConceptScore W3094881129C144024400 @default.
- W3094881129 hasConceptScore W3094881129C154945302 @default.
- W3094881129 hasConceptScore W3094881129C155512373 @default.
- W3094881129 hasConceptScore W3094881129C162324750 @default.
- W3094881129 hasConceptScore W3094881129C18903297 @default.
- W3094881129 hasConceptScore W3094881129C2780165032 @default.
- W3094881129 hasConceptScore W3094881129C2780936489 @default.
- W3094881129 hasConceptScore W3094881129C30772137 @default.
- W3094881129 hasConceptScore W3094881129C36289849 @default.
- W3094881129 hasConceptScore W3094881129C41008148 @default.
- W3094881129 hasConceptScore W3094881129C47737302 @default.
- W3094881129 hasConceptScore W3094881129C86803240 @default.
- W3094881129 hasLocation W30948811291 @default.
- W3094881129 hasOpenAccess W3094881129 @default.
- W3094881129 hasPrimaryLocation W30948811291 @default.
- W3094881129 hasRelatedWork W2022584209 @default.
- W3094881129 hasRelatedWork W2064759762 @default.
- W3094881129 hasRelatedWork W2091254311 @default.
- W3094881129 hasRelatedWork W2094502600 @default.
- W3094881129 hasRelatedWork W2108292269 @default.
- W3094881129 hasRelatedWork W2181217521 @default.
- W3094881129 hasRelatedWork W2293360607 @default.
- W3094881129 hasRelatedWork W2300839785 @default.
- W3094881129 hasRelatedWork W2793624120 @default.
- W3094881129 hasRelatedWork W2810876571 @default.
- W3094881129 hasRelatedWork W2889402862 @default.
- W3094881129 hasRelatedWork W2901124522 @default.
- W3094881129 hasRelatedWork W2903339197 @default.
- W3094881129 hasRelatedWork W2908281077 @default.
- W3094881129 hasRelatedWork W2933271623 @default.
- W3094881129 hasRelatedWork W2978095923 @default.
- W3094881129 hasRelatedWork W3004492566 @default.
- W3094881129 hasRelatedWork W3084186033 @default.
- W3094881129 hasRelatedWork W3087446933 @default.
- W3094881129 hasRelatedWork W3175346468 @default.
- W3094881129 hasVolume "2699" @default.
- W3094881129 isParatext "false" @default.
- W3094881129 isRetracted "false" @default.
- W3094881129 magId "3094881129" @default.
- W3094881129 workType "article" @default.