Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384788202> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W4384788202 endingPage "545" @default.
- W4384788202 startingPage "539" @default.
- W4384788202 abstract "Energy prices are nonlinear, noisy, non-stationary time-series, which are sensitive and volatile to supply and demand imbalances, changes in monetary and fiscal policies, new environmental regulations, major political and social events, as well as technological breakthroughs. Despite the fact that numerous methods have been proposed in the literature to forecast the prices of the several types and sources of energy, there is no single forecasting method that systematically performs better over the other methods for any given data set. To this respect, Energy Price Index (EPIC) extended forecasting capabilities are presented here. Statistical and machine learning forecasting methods of different nature have been incorporated into the framework, enabling the forecasting of energy prices up to 14 months in the future. The historical prices of each energy product are studied independently, so as to identify seasonality, patterns, trends and outliers. The results reveal the superiority of the deep neural networks, especially those with feedback loops, over statistical forecasting methods." @default.
- W4384788202 created "2023-07-20" @default.
- W4384788202 creator A5001858332 @default.
- W4384788202 creator A5005967060 @default.
- W4384788202 creator A5083252273 @default.
- W4384788202 date "2023-01-01" @default.
- W4384788202 modified "2023-10-16" @default.
- W4384788202 title "A hybrid forecasting framework for the energy sector" @default.
- W4384788202 cites W2109316012 @default.
- W4384788202 cites W2131534673 @default.
- W4384788202 cites W2132782512 @default.
- W4384788202 cites W2167036165 @default.
- W4384788202 cites W2260161590 @default.
- W4384788202 cites W2794778778 @default.
- W4384788202 cites W2962752580 @default.
- W4384788202 cites W3119488555 @default.
- W4384788202 cites W3201336083 @default.
- W4384788202 doi "https://doi.org/10.1016/b978-0-443-15274-0.50086-x" @default.
- W4384788202 hasPublicationYear "2023" @default.
- W4384788202 type Work @default.
- W4384788202 citedByCount "0" @default.
- W4384788202 crossrefType "book-chapter" @default.
- W4384788202 hasAuthorship W4384788202A5001858332 @default.
- W4384788202 hasAuthorship W4384788202A5005967060 @default.
- W4384788202 hasAuthorship W4384788202A5083252273 @default.
- W4384788202 hasConcept C105795698 @default.
- W4384788202 hasConcept C119857082 @default.
- W4384788202 hasConcept C136764020 @default.
- W4384788202 hasConcept C149782125 @default.
- W4384788202 hasConcept C151406439 @default.
- W4384788202 hasConcept C154945302 @default.
- W4384788202 hasConcept C161657586 @default.
- W4384788202 hasConcept C162324750 @default.
- W4384788202 hasConcept C177264268 @default.
- W4384788202 hasConcept C186370098 @default.
- W4384788202 hasConcept C199360897 @default.
- W4384788202 hasConcept C2524010 @default.
- W4384788202 hasConcept C2777382242 @default.
- W4384788202 hasConcept C33923547 @default.
- W4384788202 hasConcept C41008148 @default.
- W4384788202 hasConcept C79337645 @default.
- W4384788202 hasConcept C90673727 @default.
- W4384788202 hasConceptScore W4384788202C105795698 @default.
- W4384788202 hasConceptScore W4384788202C119857082 @default.
- W4384788202 hasConceptScore W4384788202C136764020 @default.
- W4384788202 hasConceptScore W4384788202C149782125 @default.
- W4384788202 hasConceptScore W4384788202C151406439 @default.
- W4384788202 hasConceptScore W4384788202C154945302 @default.
- W4384788202 hasConceptScore W4384788202C161657586 @default.
- W4384788202 hasConceptScore W4384788202C162324750 @default.
- W4384788202 hasConceptScore W4384788202C177264268 @default.
- W4384788202 hasConceptScore W4384788202C186370098 @default.
- W4384788202 hasConceptScore W4384788202C199360897 @default.
- W4384788202 hasConceptScore W4384788202C2524010 @default.
- W4384788202 hasConceptScore W4384788202C2777382242 @default.
- W4384788202 hasConceptScore W4384788202C33923547 @default.
- W4384788202 hasConceptScore W4384788202C41008148 @default.
- W4384788202 hasConceptScore W4384788202C79337645 @default.
- W4384788202 hasConceptScore W4384788202C90673727 @default.
- W4384788202 hasFunder F4320333662 @default.
- W4384788202 hasLocation W43847882021 @default.
- W4384788202 hasOpenAccess W4384788202 @default.
- W4384788202 hasPrimaryLocation W43847882021 @default.
- W4384788202 hasRelatedWork W1542119952 @default.
- W4384788202 hasRelatedWork W1974348799 @default.
- W4384788202 hasRelatedWork W1997886983 @default.
- W4384788202 hasRelatedWork W2086187592 @default.
- W4384788202 hasRelatedWork W2093828565 @default.
- W4384788202 hasRelatedWork W2899084033 @default.
- W4384788202 hasRelatedWork W3121597202 @default.
- W4384788202 hasRelatedWork W3124026850 @default.
- W4384788202 hasRelatedWork W3146612807 @default.
- W4384788202 hasRelatedWork W3196456664 @default.
- W4384788202 isParatext "false" @default.
- W4384788202 isRetracted "false" @default.
- W4384788202 workType "book-chapter" @default.