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An investigation on machine learning predictive accuracy improvement and uncertainty reduction using VAE-based data augmentation

Farah Alsafadi, Mahmoud Yaseen, Xu Wu

2025Nuclear Engineering and Design5 citationsDOI

Topics & Concepts

Machine learningArtificial intelligenceArtificial neural networkComputer scienceAutoencoderDeep learningTest dataUncertainty quantificationPredictive modellingBayesian probabilityData-drivenData miningFraction (chemistry)Convolutional neural networkExperimental dataBaseline (sea)Generative grammarReduction (mathematics)Uncertainty reduction theoryTRACE (psycholinguistics)Training setBundleData modelingGenerative modelBoiling water reactorBayesian networkInferenceDeep neural networksData validationImage and Signal Denoising MethodsAnomaly Detection Techniques and ApplicationsAdvanced Image Processing Techniques
An investigation on machine learning predictive accuracy improvement and uncertainty reduction using VAE-based data augmentation | Litcius