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Modeling potential domino scenarios in process plants includes the prediction of the most probable sequence of events and the calculation of respective probabilities, so-called escalation probabilities, so that appropriate prevention and mitigation safety measures can be devised.
In general, if we can determine the probabilities for sequences of states, we can also determine the most probable sequence of words or phonemes; that is, given a sequence of observations, we calculate the state distribution and subsequently a distribution over phonologies, to wit the probabilities of possible word, syllable, or phoneme sequences.
Characterizing the downstream consequences of defects involving attachment organelle components has made it possible to begin to elucidate the probable sequence of certain events in the biogenesis of this structure.
Mr. Low said that the 200 to 300 men trying to find out the cause of the explosion, which shook the Apollo 13 spacecraft and left it without its major source of power al most a quarter of a million miles from the earth, had de cided that the "most probable sequence of events" included a short circuit in Oxygen Tank No. 2, followed by an explosion or fire of some kind.
This path is then traced back to determine the most probable sequence of transmitted symbols/codewords.
The MLSE algorithm is able to optimally estimate the most probable sequence of transmitted symbols/codewords (depending on equalization/decoding), while the MAP algorithm exactly estimates the probability of each transmitted symbol/codeword.
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Hence, in order to analyze the most probable sequences of five winds preceding a particular class of wind for the 6th day, we have used the supervised trained matrix (smoothed 3 times) and its 162×162 Kohonen map, with 1975 94 wind data and 10000 epochs, which corresponds to the neighbourhood matrix of Figure 4.
DBNs were applied to model SOFA changes in order to identify the most probable sequences of organs failures in a patient who experienced a first known failure.
Rmps: the most probable sequence (MPS) of a read; this sequence is the one given in the seq files which are generally used by many aligners as the only input.
Subsequent deconvolution by tracing the "haplotypes" at these loci in different Singaporean isolates revealed probable sequence signatures of T, T, C at these locations in one isolate and C, C, T in the other (see Table S2).
The MLSE or MAP algorithms can be applied to find either the most probable transmitted sequence of codewords, or the most probable transmitted uncoded and/or coded symbols.
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