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Dependency-Guided Spectral Graph Neural Network for Multivariate Time Series Forecasting in Energy Systems

https://doi.org/10.2139/ssrn.7389356
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-540-27752-1openalex-snapshot
New Introduction to Multiple Time Series Analysis
inferredcites →https://doi.org/10.1007/s11222-007-9033-zopenalex-snapshot
A tutorial on spectral clustering
inferredcites →https://doi.org/10.1016/j.egyai.2022.100169openalex-snapshot
Explainable Artificial Intelligence (XAI) techniques for energy and power systems: Review, challenges and opportunities
inferredcites →https://doi.org/10.1016/j.ijforecast.2006.03.001openalex-snapshot
Another look at measures of forecast accuracy
inferredcites →https://doi.org/10.1016/j.jbi.2023.104320openalex-snapshot
Medical multivariate time series imputation and forecasting based on a recurrent conditional Wasserstein GAN and attention
inferredcites →https://doi.org/10.1016/j.patter.2021.100365openalex-snapshot
Revealing drivers and risks for power grid frequency stability with explainable AI
inferredcites →https://doi.org/10.1016/j.softx.2021.100686openalex-snapshot
ennemi: Non-linear correlation detection with mutual information
inferredcites →https://doi.org/10.1098/rspl.1895.0041openalex-snapshot
VII. Note on regression and inheritance in the case of two parents
inferredcites →https://doi.org/10.1103/physreve.69.066138openalex-snapshot
Estimating mutual information
inferredcites →https://doi.org/10.1109/msp.2012.2235192openalex-snapshot
The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains
inferredcites →https://doi.org/10.1109/tnn.2008.2005605openalex-snapshot
The Graph Neural Network Model
inferredcites →https://doi.org/10.1109/tsp.2017.2775589openalex-snapshot
A Time-Vertex Signal Processing Framework: Scalable Processing and Meaningful Representations for Time-Series on Graphs
inferredcites →https://doi.org/10.1162/neco.1997.9.8.1735openalex-snapshot
Long Short-Term Memory
inferredcites →https://doi.org/10.2307/1412159openalex-snapshot
The Proof and Measurement of Association between Two Things
inferredcites →https://doi.org/10.3141/1748-12openalex-snapshot
Freeway Performance Measurement System: Mining Loop Detector Data
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