Theory and universal algorithm of matching and replacing templates with arbitrary number of invariables and variables are outlined, and their remarkable advantages and attractive prospects are demonstrated for applica...
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ISBN:
(纸本)0780370872
Theory and universal algorithm of matching and replacing templates with arbitrary number of invariables and variables are outlined, and their remarkable advantages and attractive prospects are demonstrated for applications in machine translation. Moreover, it is indicated that the translation quality will be further improved and may theoretically achieve an accuracy of 94% when the universal algorithm is combined with some statistical methods.
We propose a discrete denoising algorithm, that, based on the observation of, the output of a known Discrete Memoryless Channel (DMC), estimates the input sequence to minimize a given fidelity, criterion. The algorith...
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ISBN:
(纸本)0780376293
We propose a discrete denoising algorithm, that, based on the observation of, the output of a known Discrete Memoryless Channel (DMC), estimates the input sequence to minimize a given fidelity, criterion. The algorithm is universal in the sense that it requires no knowledge of the input sequence or its statistical properties. Yet, asymptotically it performs as well as the optimum denoiser that knows the input sequence distribution. The, proposed denoising algorithm is practical, and can be implemented in O(nlogn) time and O(n(2/3) log n) storage complexity. Extensions to the case of delay-constrained denoising, and to the case of channel uncertainty, are briefly discussed.
The protocol to identify and confirm effective soluble solids absorption wavelengths and to develop universal calibration equations for many kinds of fresh fruit juices was discussed and conducted. Near infrared trans...
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The protocol to identify and confirm effective soluble solids absorption wavelengths and to develop universal calibration equations for many kinds of fresh fruit juices was discussed and conducted. Near infrared transmittance of sugar solutions (glucose, fructose, and sucrose), ready-to-serve, and fresh fruit juices (orange, apple, grapefruit, grape, pear, pineapple, and sugarcane) was analyzed in the range from 1000 nm to 2500 nm. Absorbance at 2270 nm was found to be a dominant factor in estimating Brix values in fruit juices. The single-wavelength (2270 nm) universal calibration equation with r(2) = 0.982, SEC = 0.518, SEP = 0.621, bias = -0.025 was developed for fresh fruit juices. The validation of developed calibration equations by cantaloupe, papaya, and peach fresh juices enhanced the applicability to other fruit juices and confirmed the reliability of universality.
Oakes's argument shows that no statistical analysis, however complex, of sequential data can be guaranteed to provide asymptotically valid forecasts for every possible set of outcomes.
Oakes's argument shows that no statistical analysis, however complex, of sequential data can be guaranteed to provide asymptotically valid forecasts for every possible set of outcomes.
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