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We have already remarked on the fact that neither modern nor classical Chinese use spaces, but machine learning algorithms for modern Chinese are at least able to latch onto punctuation, which helps in distinguishing word boundaries and identifying probabilistic patterns.
These support the notion that the neural mechanism underlying the EAN response is related to a rapid ability to learn probabilistic patterns of the occurrences [21].
In iASeq, the correlation patterns V k and W k are probabilistic patterns rather than 0-1 vectors.
The formula presented in Table 1 is a variant of the LogOdd formula introduced in [ 36], which was first proposed to measure the significance of probabilistic patterns.
The probabilistic patterns are used here to provide a parsimonious description of the complex correlation structure in the data, so that one can circumvent the difficulty of handling 3 D AS configurations whose complexity increases exponentially.
For example, because of the use of probabilistic patterns, two patterns [SR,SR,NS,NS] and [NS,NS,SR,SR] may be merged into a single SNP class (e.g., V k ; W k =[ 0.5,0.5,0.5,0.5);(0,0,0,0)]).
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The point generalizes, however pervasive the probabilistic pattern might be.
Basically, the symbol x(n) will be transmitted following a given probabilistic pattern.
He also suggests that the wider visibility afforded by having AI doing the probabilistic pattern spotting (vs just using a set of rules) could even help companies identify unfairnesses they don't even realize might be holding their businesses back.
A PDE slightly differs from a common decimator since it reduces the number of samples following a probabilistic pattern, i.e., one sample will be transmitted with probability γ and otherwise blocked with probability 1−γ.
For each labour market transition, we report two types of results: in Figs. 5, 6 and 7, we display the probabilistic pattern associated with varying values of several combinations of worker age and region-level GDP per capita2.
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