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Recognition of outer membrane proteins (OMPs) from non-OMPs (global protein or inner protein) is one of the most important tasks in the field of computational biology and bioinformatics. Successful discrimination of OMPs from other types of proteins would help to identify new OMPs for biological applications. In this article, protein sequence index (PSI) and dipeptide motifs were applied to recognize...
Speech time series are manifolds in high dimensional feature space. The models of Speech recognition are to reflect the characteristics of the feature space distribution of time series manifolds. Each state in Hidden Markov Model (HMM) corresponds to an area in feature space, and the number of states in model corresponds to time sampling accuracy of manifolds in a higher level. From time and space...
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