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Clustering of adjacent edges that share many neighbors was proposed recently, outperforming different node clustering methods.
Adjacent (connected) edges that share many neighbors were defined as similar and were thus clustered together (Ahn et al., 2010), outperforming different node clustering methods, including a method that allows for the group overlap.
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The developed scheme outperformed different classifiers used separately and reached 97.40% of overall accuracy of classification.
Our model could also outperform different techniques based on co-expressed gene modules.
Simulation results show that DRIVE performs data dissemination with better efficiency than other algorithms, outperforming them in different scenarios in all the evaluations carried out.
At an average speed of 1649 molecules per second, it reached an average median Area Under the ROCa Curve (AUC) of 0.81 on 40 different targets, outperforming several commonly used methods and making it a useful addition to the arsenal of ligand based virtual screening tools.
Hence it has shown promising results in different areas outperforming DWT and its other variants [ 20].
On the K20C GPU, our implementation also outperforms cuMF over different latent features ranging from 10 to 100 with various real-world recommendation datasets.
Both results show that our method outperforms SNAD on different k settings.
Furthermore, we can see in Figure 1a that, owing to the more proper gradient built, VBR always outperforms EDR with different k values.
Figure 5 shows that the aggressive AMC design with the common feedback channel always outperforms for the different target FLR requirements.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com