Probabilistic scoring for components of a mixture
OwnerEdita Botonjic-Sehic, James H. Grassi +7inventors
InventorsEdita Botonjic-Sehic, James H. Grassi, Hacene Boudries, Ivan E. Freeman, JR., Young Kyo Lee, Sridhar Venkataraman Dasaratha, Thirukazhukundram Subrahmaniam Vignesh, Saratchandra Shanmukh, Malathi Yarra
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Abstract
A method for analyzing a mixture includes identifying a plurality of possible components of the mixture, calculating at least one feature for at least a portion of the plurality of possible components, and calculating a probability value for at least a portion of the plurality of possible components based on the at least one feature and at least one transfer function
Claims20
A method for analyzing a mixture, comprising:
- identifying a plurality of possible components of the mixture;
- calculating at least one feature for at least a portion of the plurality of possible components;
- and
- calculating a probability value for at least a portion of the plurality of possible components based on the at least one feature and at least one transfer function.
An apparatus for use in analyzing a mixture, said apparatus comprising:
- a memory configured to store a library of spectra;
- and
- a processor coupled to said memory, said processor configured to:
- identify a plurality of possible components of the mixture using said library;
- calculate at least one feature for at least a portion of the plurality of possible components;
- and
- calculate a probability value for at least a portion of the plurality of possible components based on at least one feature and at least one transfer function, wherein the at least one transfer function includes at least one parameter that is determined using at least one of a training process and expert opinion.
One or more computer-readable storage media having a plurality of computer-executable components for identifying a mixture, said plurality of computer-executable components comprising:
- an acquisition component that when executed by at least one processor causes the at least one processor to acquire data related to the mixture;
- an identification component that when executed by the at least one processor causes the at least one processor to identify a plurality of components of the mixture;
- a feature component that when executed by the at least one processor causes the at least one processor to calculate at least one feature for at least a portion of the plurality of possible components value based on the mixture data and stored data associated with each possible component;
- and
- a probability component that when executed by the at least one processor causes the at least one processor to calculate a probability value for at least a portion of the plurality of possible components based on the at least one feature and at least one transfer function.
Dependencies are inferred from the claim text.