Grammatical-Restrained Hidden Conditional Random Fields for Bioinformatics applications

BACKGROUND: Discriminative models are designed to naturally address classification tasks. However, some applications require the inclusion of grammar rules, and in these cases generative models, such as Hidden Markov Models (HMMs) and Stochastic Grammars, are routinely applied. RESULTS: We introduce...

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Main Authors: Fariselli, Piero, Savojardo, Castrense, Martelli, Pier Luigi, Casadio, Rita
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2009
Teme:
Research
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC2776008/
https://ncbi.nlm.nih.gov/pubmed/19849839
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1748-7188-4-13
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