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183results about How to "Mitigate issue" patented technology

System and method for machine learning architecture for enterprise capitalization

ActiveUS20210049700A1Reduce ambiguityTechnical challenge to overcomeMathematical modelsFinanceData setDecision boundary
Systems and methods are described in relation to specific technical improvements adapted for machine learning architectures that conduct classification on numerical and / or unstructured data. In an embodiment, two neural networks are utilized in concert to generate output data sets representative of predicted future states of an entity. A second learning architecture is trained to cluster prior entities based on characteristics converted into the form of features and event occurrence such that a boundary function can be established between the clusters to form a decision boundary between decision regions. These outputs are mapped to a space defined by the boundary function, such that the mapping can be used to determine whether a future state event is likely to occur at a particular time in the future.
Owner:ROYAL BANK OF CANADA

Process for multistage residue hydroconversion integrated with staight-run and conversion gasoils hydroconversion steps

This invention relates to a novel integrated hydroconversion process for converting heavy atmospheric or vacuum residue feeds and also converting and reducing impurities in the vacuum gas oil liquid product. This is accomplished by utilizing two residue hydroconversion reaction stages, two vapor-liquid separators, and at least two additional distillate ebullated-bed hydrocracking / hydrotreating reaction stages to provide a high conversion rate of the residue feedstocks.
Owner:INST FR DU PETROLE
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