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Markov Models for Pattern Recognition formatIsbn:Hardcover - 9781447163077 In enger Anlehnung an dieThis thoroughly revised and expanded new edition now includes a more detailed treatment of the EM algorithm, a description of an efficient approximate Viterbi training procedure, a theoretical derivation of the perplexity measure and coverage of multi pass decoding based on n best search. Supporting the discussion of the theoretical foundations of Markov modeling, special emphasis is also placed on practical algorithmic solutions. Features: introduces
