Weighted majority voting is frequently used with the AdaBoost ensemble technique, which is commonly evaluated in the reviewed papers. It has been shown to outperform other plurality methods like classical majority voting or averaging (Polikar, 2006). Moreover, the weighted majority vote is one of ...
These affinity scores depend on the scoring system used. Clustering the PPI network using MCL hierarchically The first step of our algorithm is to partition (cluster) the PPI network using MCL [18], which simulates random walks (called a flow) to identify relatively dense regions in the ...
Figure 2. Popularity calculations with weighting matrices η 𝜂 and ρ 𝜌, respectively, Formulas (31) and (33) have been simplified under binary rating matrix. Suppose user u has 3 friends u 1 , u 2 , u 3 𝑢1,𝑢2,𝑢3 and item i has 3 friends i 1 , i 2 , i 3 𝑖...
Considering that as the parameters 𝜂 ,𝜂 ,𝜈 and 𝜈 increase, the value of the evaluation function becomes very close to zero or even negative, this does not facilitate numerical calculations and comparisons. Therefore, the evaluation function needs to be improved accordingly. The new evalu...
If the calculations take place on a lightweight mobile device, the localization system has to be efficient with regard to CPU and memory usage. High computational algorithms can cause complete battery drain within a few hours. Most well-known research has a computational complexity similar to O(...
Using the calculator provided by the EU Council4, we found the alternative combinations of clusters that may lead to the approval of a decision according to the voting system of the EU Council, which are summarized by Table 4. Table 4. Cluster combinations that are able to approve a ...