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TMF-GNN: Temporal matrix factorization-based graph neural network for multivariate time series forecasting with missing values

Suhyeon Kim, Taek-Ho Lee, Junghye Lee

2025Expert Systems with Applications12 citationsDOI

Topics & Concepts

Multivariate statisticsComputer scienceMissing dataSeries (stratigraphy)GraphTime seriesArtificial intelligenceArtificial neural networkMatrix decompositionMachine learningPattern recognition (psychology)Data miningTheoretical computer sciencePhysicsPaleontologyBiologyEigenvalues and eigenvectorsQuantum mechanicsTime Series Analysis and ForecastingAdvanced Text Analysis TechniquesStock Market Forecasting Methods
TMF-GNN: Temporal matrix factorization-based graph neural network for multivariate time series forecasting with missing values | Litcius