FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2783996876> ?p ?o ?g. }

• W2783996876 abstract "The analysis of time series data issued from smart meters has been studied relatively extensively in the electricity domain. Meanwhile, analysis of medium resolution water consumption data collected via smart meters has become possible recently, and the research has tried to develop statistical and machine learning tools in order to respond to different requirements of the domain, e.g., better understanding of water consumption behaviors and prediction of consumption. In the present paper, we propose a new predictive approach based on Non-homogeneous Markov Models in order to learn the dynamics of water consumption behavior and be able to predict future consumption behaviors with a daily time-step based on different relevant exogenous covariates. The data used for this purpose are categorical time series, where each series corresponds to a smart meter and each category corresponds to a specific daily consumption behavior. The experiments are performed on a real data set provided by a water utility in France. Prediction results obtained with the proposed model are compared to those provided by two models, namely, the state independent model and homogeneous Markov model. This predictive classification can be helpful for water utilities in order to better manage the water resources and respond to consumer requirements." @default.
• W2783996876 created "2018-01-26" @default.
• W2783996876 creator A5000881039 @default.
• W2783996876 creator A5015544930 @default.
• W2783996876 creator A5029516915 @default.
• W2783996876 creator A5064929919 @default.
• W2783996876 creator A5076973948 @default.
• W2783996876 creator A5088538915 @default.
• W2783996876 creator A5091036738 @default.
• W2783996876 date "2017-10-01" @default.
• W2783996876 modified "2023-10-17" @default.
• W2783996876 title "Predictive Classification of Water Consumption Time Series Using Non-homogeneous Markov Models" @default.
• W2783996876 cites W1049614015 @default.
• W2783996876 cites W1812222446 @default.
• W2783996876 cites W1969832861 @default.
• W2783996876 cites W1989866797 @default.
• W2783996876 cites W2001168879 @default.
• W2783996876 cites W2049633694 @default.
• W2783996876 cites W2050551672 @default.
• W2783996876 cites W2066241904 @default.
• W2783996876 cites W2077383863 @default.
• W2783996876 cites W2090035858 @default.
• W2783996876 cites W2130109162 @default.
• W2783996876 cites W2150579376 @default.
• W2783996876 cites W2150715569 @default.
• W2783996876 cites W2165959773 @default.
• W2783996876 cites W2168175751 @default.
• W2783996876 cites W2549449854 @default.
• W2783996876 cites W2587001484 @default.
• W2783996876 cites W2736041446 @default.
• W2783996876 doi "https://doi.org/10.1109/dsaa.2017.32" @default.
• W2783996876 hasPublicationYear "2017" @default.
• W2783996876 type Work @default.
• W2783996876 sameAs 2783996876 @default.
• W2783996876 citedByCount "11" @default.
• W2783996876 countsByYear W27839968762018 @default.
• W2783996876 countsByYear W27839968762019 @default.
• W2783996876 countsByYear W27839968762020 @default.
• W2783996876 countsByYear W27839968762021 @default.
• W2783996876 countsByYear W27839968762022 @default.
• W2783996876 countsByYear W27839968762023 @default.
• W2783996876 crossrefType "proceedings-article" @default.
• W2783996876 hasAuthorship W2783996876A5000881039 @default.
• W2783996876 hasAuthorship W2783996876A5015544930 @default.
• W2783996876 hasAuthorship W2783996876A5029516915 @default.
• W2783996876 hasAuthorship W2783996876A5064929919 @default.
• W2783996876 hasAuthorship W2783996876A5076973948 @default.
• W2783996876 hasAuthorship W2783996876A5088538915 @default.
• W2783996876 hasAuthorship W2783996876A5091036738 @default.
• W2783996876 hasConcept C105795698 @default.
• W2783996876 hasConcept C114614502 @default.
• W2783996876 hasConcept C119857082 @default.
• W2783996876 hasConcept C124101348 @default.
• W2783996876 hasConcept C143724316 @default.
• W2783996876 hasConcept C144024400 @default.
• W2783996876 hasConcept C151406439 @default.
• W2783996876 hasConcept C151730666 @default.
• W2783996876 hasConcept C154945302 @default.
• W2783996876 hasConcept C159886148 @default.
• W2783996876 hasConcept C163836022 @default.
• W2783996876 hasConcept C23224414 @default.
• W2783996876 hasConcept C30772137 @default.
• W2783996876 hasConcept C33923547 @default.
• W2783996876 hasConcept C36289849 @default.
• W2783996876 hasConcept C41008148 @default.
• W2783996876 hasConcept C54907487 @default.
• W2783996876 hasConcept C66882249 @default.
• W2783996876 hasConcept C86803240 @default.
• W2783996876 hasConcept C98763669 @default.
• W2783996876 hasConceptScore W2783996876C105795698 @default.
• W2783996876 hasConceptScore W2783996876C114614502 @default.
• W2783996876 hasConceptScore W2783996876C119857082 @default.
• W2783996876 hasConceptScore W2783996876C124101348 @default.
• W2783996876 hasConceptScore W2783996876C143724316 @default.
• W2783996876 hasConceptScore W2783996876C144024400 @default.
• W2783996876 hasConceptScore W2783996876C151406439 @default.
• W2783996876 hasConceptScore W2783996876C151730666 @default.
• W2783996876 hasConceptScore W2783996876C154945302 @default.
• W2783996876 hasConceptScore W2783996876C159886148 @default.
• W2783996876 hasConceptScore W2783996876C163836022 @default.
• W2783996876 hasConceptScore W2783996876C23224414 @default.
• W2783996876 hasConceptScore W2783996876C30772137 @default.
• W2783996876 hasConceptScore W2783996876C33923547 @default.
• W2783996876 hasConceptScore W2783996876C36289849 @default.
• W2783996876 hasConceptScore W2783996876C41008148 @default.
• W2783996876 hasConceptScore W2783996876C54907487 @default.
• W2783996876 hasConceptScore W2783996876C66882249 @default.
• W2783996876 hasConceptScore W2783996876C86803240 @default.
• W2783996876 hasConceptScore W2783996876C98763669 @default.
• W2783996876 hasLocation W27839968761 @default.
• W2783996876 hasLocation W27839968762 @default.
• W2783996876 hasOpenAccess W2783996876 @default.
• W2783996876 hasPrimaryLocation W27839968761 @default.
• W2783996876 hasRelatedWork W1536753830 @default.
• W2783996876 hasRelatedWork W2039473210 @default.
• W2783996876 hasRelatedWork W2056043311 @default.
• W2783996876 hasRelatedWork W2155943534 @default.
• W2783996876 hasRelatedWork W2350115929 @default.
• W2783996876 hasRelatedWork W2749469577 @default.
• W2783996876 hasRelatedWork W3113307220 @default.

• next