CORDIS Project
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This project develops an advanced database system that integrates probabilistic reasoning with traditional data management. It focuses on handling uncertain data in applications like motion prediction and information extraction, enabling better analysis and decision-making through sophisticated statistical models.
Several real-world applications need to manage and reason about large amounts of data that are inherently uncertain.
For instance, pervasive computing applications must constantly reason about volumes of noisy sensory readings, e.g., for motion prediction and human behavior modeling; information-extraction tools can assign different possible labels with varying degrees of confidence to segments of text, due to the uncertainties and noise present in free-text data.
Such probabilistic data analyse…
TECHNICAL UNIVERSITY OF CRETE
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