From this point of view, the BA-based approach is better than the EKF-based approach because it can handle large number of points.
All these analysis results support the conclusion that our stringent DDI-based approach is better at predicting reliable PPIs especially when it comes to a small-scale dataset.
To assess whether a classification-based approach is better that a maximum-likelihood approach, we also ran CARROT using only the likelihoods as features.
To determine whether the prediction results can provide useful information for understanding protein-DNA interactions and that the RF-based approach is better than our previous method (BindN), the predicted DNA-binding residues have been examined in the context of three-dimensional structures.
A personal activity based approach is necessary to better reflect travel behavior change results from different social, economic, urban form, technical, and transportation policy situations in the future.
It is found that the proposed opposition-based differential evolution based approach is able to provide better solution.
A family based approach is imperative.
As illustrated in Figure 1, the conceptual model in this study is based upon the hypothesis that training (including both individually-guided specific neck exercises and graded aerobic training) and education in pain management (based on a cognitive behavioural approach) is better for increasing the patients' physical quality of life, compared with education in pain management alone.
Based on Figs. 12, 13, 14 and 15, the proposed RBFNN approach is better than the MLPNN approach as far as the accuracy and efficiency are concerned.
