Method and device for processing data
First Claim
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1. A data processing device configured to process measurement spectral data by using a multivariate analysis, the data processing device comprising:
- a determination unit configured to, based on the measurement spectral data, determine sampling intervals to be used in the multivariate analysis;
a data group obtaining unit configured to obtain a spectral data group of the sampling intervals determined by the determination unit; and
a multivariate analysis unit configured to carry out the multivariate analysis by using the spectral data group obtained by the data group obtaining unit,wherein the determination unit determines the sampling intervals based on one of a rate of change of a spectral distribution, intensity information in a frequency space, a magnitude of a spectral intensity distribution, or a magnitude of a Mahalanobis distance.
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Abstract
High-speed data processing is achieved by measuring spectral data using a multivariate analysis. This is accomplished by a determining sampling intervals or sampling data to be used in the multivariate analysis, obtaining a spectral data group of the determined sampling intervals, and carrying out the multivariate analysis using the obtained spectral data group.
5 Citations
19 Claims
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1. A data processing device configured to process measurement spectral data by using a multivariate analysis, the data processing device comprising:
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a determination unit configured to, based on the measurement spectral data, determine sampling intervals to be used in the multivariate analysis; a data group obtaining unit configured to obtain a spectral data group of the sampling intervals determined by the determination unit; and a multivariate analysis unit configured to carry out the multivariate analysis by using the spectral data group obtained by the data group obtaining unit, wherein the determination unit determines the sampling intervals based on one of a rate of change of a spectral distribution, intensity information in a frequency space, a magnitude of a spectral intensity distribution, or a magnitude of a Mahalanobis distance. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A data processing method for processing measurement spectral data by using a multivariate analysis, the data processing method comprising:
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determining, based on the measurement spectral data, sampling intervals to be used in the multivariate analysis; obtaining a spectral data group of the determined sampling intervals; and carrying out the multivariate analysis by using the obtained spectral data group, wherein determining the sampling intervals includes determining the sampling intervals based on one of a rate of change of a spectral distribution, intensity information in a frequency space, a magnitude of a spectral intensity distribution, or a magnitude of a Mahalanobis distance. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17)
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18. A computer readable storage medium storing a program that causes a computer to execute:
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determining, based on measurement spectral data, sampling intervals to be used in a multivariate analysis; obtaining a spectral data group of the determined sampling intervals; and carrying out a multivariate analysis by using the obtained spectral data group, wherein determining the sampling intervals includes determining the sampling intervals based on one of a rate of change of a spectral distribution, intensity information in a frequency space, a magnitude of a spectral intensity distribution, or a magnitude of a Mahalanobis distance.
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19. A data processing device configured to process measurement spectral data by using a multivariate analysis, the data processing device comprising:
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determination code configured to, based on the measurement spectral data, determine sampling intervals to be used in the multivariate analysis; data group obtaining code configured to obtain a spectral data group of the sampling intervals determined by the determination code; and multivariate analysis code configured to carry out the multivariate analysis by using the spectral data group obtained by the data group obtaining code, wherein the determination code determines the sampling intervals based on one of a rate of change of a spectral distribution, intensity information in a frequency space, a magnitude of a spectral intensity distribution, or a magnitude of a Mahalanobis distance.
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Specification