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Enhanced environmental time-series forecasting using ICA-LSD Bayesian LSTM: a robust approach for accurate and uncertainty-aware predictions

Yuvaraja Boddu, A Manimaran, Talabathula Jayanth

2025Earth Science Informatics6 citationsDOI

Topics & Concepts

Computer scienceArtificial intelligenceMean squared errorIndependent component analysisHyperparameterMachine learningBayesian probabilityPrior probabilityBayesian inferencePattern recognition (psychology)StatisticsMathematicsEnergy Load and Power ForecastingBlind Source Separation TechniquesImage and Signal Denoising Methods
Enhanced environmental time-series forecasting using ICA-LSD Bayesian LSTM: a robust approach for accurate and uncertainty-aware predictions | Litcius