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A grammatical approach is proposed to predict RNA secondary structures including pseudoknots. The method is based on comparative sequence analysis, i.e., a prediction algorithm accepts a multiple alignment of RNA sequences. We use a stochastic multiple context-free grammar (SMCFG), which can precisely express a wide class of pseudoknots. The probability parameters for the SMCFG can be computed directly...
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