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...                                                www.dbebooks.com - Free Books & magazines                  ...

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... cell -free platform is used to screen constructs for the expression of sol- uble protein, to produce [ 15 N]-labeled protein for NMR screening for suitability as a struc- tural candidate, and for ... most effective routes for improve- ment involve a combination of bioinformatics and small scale screening. Bioinformatics relies on prior information and mathematical models for correlating success ... proteins for NMR stud- ies using the wheat germ cell -free system. Methods Mol Biol 310, 169–185. 18 Kigawa T & Yokoyama S (2002) [High-throughput cell- free protein expression system for structural...

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... ap- proximating Viterbi training for PCFGs is NP-hard. We motivate the use of uniform- at-random initialization for Viterbi EM as an optimal initializer in absence of further information about the correct ... probabilistic context- free grammars (PCFGs). A PCFG G consists of: ã A nite set of nonterminal symbols N; ã A nite set of terminal symbols ; ã For each A N, a set of rewrite rules R(A) of the form A → α, ... the grammar we use for all of our results is not recursive. Therefore, we can encode this grammar as a hidden Markov model, strength- ening our result from PCFGs to HMMs. 3 7 Uniform-at-Random Initialization In...

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... done on context -free probabilistic grammars is done for syntax, and as I hope to have shown that a PCFG yields good results for morphology, it might be interesting to find out if, for one reason ... and [Moortgat, 1987] for a discussion on this matter. 4For more principled approaches see [Hoeksema, 1984; Moortgat, 1987] 185 A Probabilistic Context -free Grammar for Disambiguation in ... interesting to find out if, for one reason or another, PCFGs are more successful for morphology than for syntax. Acknowledgements I wish to thank my former colleagues of the Phonet- ics Laboratory...

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