Matches in SemOpenAlex for { <https://semopenalex.org/work/W2893259238> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W2893259238 abstract "We present a detailed study of Dynamic Factor Graphs (DFG) for addressing time-series forecasting problem. Some modifications to the basic DFG network have been proposed in order to improve stability of the model and accuracy of the forecasts. We experimented with the real electrical load data from Office Buildings to study the various proposed versions of DFG. The main novelty of this work is that an efficient network structure is derived and implemented based on the domain knowledge for superior performance without increasing the complexity of the network. The various experimental models of DFG are compared with the basic version and all the suggested modifications proved to perform better than the basic one. The model with exogenous variable directly connected to output variable gives least errors on an average for Load Forecasting." @default.
- W2893259238 created "2018-10-05" @default.
- W2893259238 creator A5035666448 @default.
- W2893259238 creator A5064478036 @default.
- W2893259238 creator A5086693444 @default.
- W2893259238 date "2018-02-01" @default.
- W2893259238 modified "2023-09-22" @default.
- W2893259238 title "Exploring Dynamic Factor Graphs for Forecasting Building Electrical Load" @default.
- W2893259238 cites W2022671291 @default.
- W2893259238 cites W2158884660 @default.
- W2893259238 cites W2161523118 @default.
- W2893259238 cites W2332328740 @default.
- W2893259238 cites W2419190930 @default.
- W2893259238 cites W2482114608 @default.
- W2893259238 doi "https://doi.org/10.1109/spin.2018.8474048" @default.
- W2893259238 hasPublicationYear "2018" @default.
- W2893259238 type Work @default.
- W2893259238 sameAs 2893259238 @default.
- W2893259238 citedByCount "0" @default.
- W2893259238 crossrefType "proceedings-article" @default.
- W2893259238 hasAuthorship W2893259238A5035666448 @default.
- W2893259238 hasAuthorship W2893259238A5064478036 @default.
- W2893259238 hasAuthorship W2893259238A5086693444 @default.
- W2893259238 hasConcept C112972136 @default.
- W2893259238 hasConcept C119599485 @default.
- W2893259238 hasConcept C119857082 @default.
- W2893259238 hasConcept C127413603 @default.
- W2893259238 hasConcept C134306372 @default.
- W2893259238 hasConcept C13736549 @default.
- W2893259238 hasConcept C138885662 @default.
- W2893259238 hasConcept C143724316 @default.
- W2893259238 hasConcept C149782125 @default.
- W2893259238 hasConcept C151406439 @default.
- W2893259238 hasConcept C151730666 @default.
- W2893259238 hasConcept C155702961 @default.
- W2893259238 hasConcept C165801399 @default.
- W2893259238 hasConcept C182365436 @default.
- W2893259238 hasConcept C199360897 @default.
- W2893259238 hasConcept C27206212 @default.
- W2893259238 hasConcept C2778738651 @default.
- W2893259238 hasConcept C2781039887 @default.
- W2893259238 hasConcept C33923547 @default.
- W2893259238 hasConcept C36503486 @default.
- W2893259238 hasConcept C41008148 @default.
- W2893259238 hasConcept C77715397 @default.
- W2893259238 hasConcept C86803240 @default.
- W2893259238 hasConceptScore W2893259238C112972136 @default.
- W2893259238 hasConceptScore W2893259238C119599485 @default.
- W2893259238 hasConceptScore W2893259238C119857082 @default.
- W2893259238 hasConceptScore W2893259238C127413603 @default.
- W2893259238 hasConceptScore W2893259238C134306372 @default.
- W2893259238 hasConceptScore W2893259238C13736549 @default.
- W2893259238 hasConceptScore W2893259238C138885662 @default.
- W2893259238 hasConceptScore W2893259238C143724316 @default.
- W2893259238 hasConceptScore W2893259238C149782125 @default.
- W2893259238 hasConceptScore W2893259238C151406439 @default.
- W2893259238 hasConceptScore W2893259238C151730666 @default.
- W2893259238 hasConceptScore W2893259238C155702961 @default.
- W2893259238 hasConceptScore W2893259238C165801399 @default.
- W2893259238 hasConceptScore W2893259238C182365436 @default.
- W2893259238 hasConceptScore W2893259238C199360897 @default.
- W2893259238 hasConceptScore W2893259238C27206212 @default.
- W2893259238 hasConceptScore W2893259238C2778738651 @default.
- W2893259238 hasConceptScore W2893259238C2781039887 @default.
- W2893259238 hasConceptScore W2893259238C33923547 @default.
- W2893259238 hasConceptScore W2893259238C36503486 @default.
- W2893259238 hasConceptScore W2893259238C41008148 @default.
- W2893259238 hasConceptScore W2893259238C77715397 @default.
- W2893259238 hasConceptScore W2893259238C86803240 @default.
- W2893259238 hasLocation W28932592381 @default.
- W2893259238 hasOpenAccess W2893259238 @default.
- W2893259238 hasPrimaryLocation W28932592381 @default.
- W2893259238 hasRelatedWork W102499867 @default.
- W2893259238 hasRelatedWork W195205475 @default.
- W2893259238 hasRelatedWork W1982082014 @default.
- W2893259238 hasRelatedWork W2069450565 @default.
- W2893259238 hasRelatedWork W2078552076 @default.
- W2893259238 hasRelatedWork W2081645725 @default.
- W2893259238 hasRelatedWork W2523015145 @default.
- W2893259238 hasRelatedWork W2565616154 @default.
- W2893259238 hasRelatedWork W2756613777 @default.
- W2893259238 hasRelatedWork W2769631209 @default.
- W2893259238 hasRelatedWork W2790359196 @default.
- W2893259238 hasRelatedWork W2799398466 @default.
- W2893259238 hasRelatedWork W2898646903 @default.
- W2893259238 hasRelatedWork W2944592008 @default.
- W2893259238 hasRelatedWork W2953854465 @default.
- W2893259238 hasRelatedWork W2967374415 @default.
- W2893259238 hasRelatedWork W2995571353 @default.
- W2893259238 hasRelatedWork W2996414395 @default.
- W2893259238 hasRelatedWork W3162782515 @default.
- W2893259238 hasRelatedWork W3185692512 @default.
- W2893259238 isParatext "false" @default.
- W2893259238 isRetracted "false" @default.
- W2893259238 magId "2893259238" @default.
- W2893259238 workType "article" @default.