Abstract: Data preprocessing, which includes data integration, cleaning, and transformation, is often a time and effort-intensive step due to its fundamental importance. This crucial phase is integral ...
The cpiVAE learns a shared latent representation across different proteomics platforms. The model consists of platform-specific encoders and decoders connected through a shared latent space, allowing ...
Abstract: Organisations are flooded with enormous amounts of data from many sources in the big data era. Effective query processing strategies are crucial for deriving significant insights and guiding ...
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