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Thus, it is not clear if commonly used decoupling methods can outperform a coupling approach.
Theoretical properties suggest that the proposed methods can outperform alternative methods, and the results derived from a Monte Carlo simulation study support this view.
Chu et al.[17] used consensus clustering methods on sets of chemical compounds represented by 2D fingerprints (ECFP_4), and concluded that consensus methods can outperform the Ward's method, the current standard clustering method for chemoinformatics applications.
Supertree methods can outperform superalignment in the presence of gene-tree conflict.
Research indicates that hierarchical modeling methods can outperform these conventional approaches.
The results show that by using statistical analysis implemented using the MapReduce framework, the inversion-based chunking methods can outperform predictions using the whole sequence.
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It has been shown that the direct method can outperform the indirect method [4].
We show that the proposed method can outperform several existing voxel-wise methods by achieving both high sensitivity and specificity.
Despite this, the proposed method can outperform the subspace algorithm in the low SNR region, and hence could be a potential candidate in harsh communication environments.
By simulating the epidemic spreading process on real networks, we show that the MDD method can outperform the k-shell and degree methods in ranking spreaders.
Experimental results show that the classification method can outperform a probabilistic baseline method, which is calculated by the original graph-based dependency parser.
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