SYSTEMS AND METHODS FOR GENERATING SYNTHETIC DATA FROM A DATABASE OF NODES AND RELATIONSHIPS
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United States of America
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Dec 26, 2024
app pub date -
Oct 21, 2022
filing date -
Oct 21, 2022
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Abstract
Embodiments of the present disclosure include methods and systems for generating a parametric representation and a synthetic dataset. In some embodiments, a database of nodes may be constructed. The database of nodes may include a plurality of nodes, wherein each node may represent an object associated with one or more parametric properties. Embodiments include evaluating a set of relationships for at least one subset of nodes. A method may include assigning a semantic category to at least one node and extracting the parametric representation. In some embodiments, a first node of the plurality of nodes is selected based at least in part on the semantic category, and a second node is selected based at least in part on a relationship of the second node with the first node. Embodiments may include generating a synthetic dataset based on the parametric representation or a semantic category that links nodes.
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