In BRPL, a new link weight metric is calculated for neighbor nodes of a node running BPRL, which is a combination of queue length and rank, and accompanied by two novel algorithms, QuickTheta and QuickBeta. Thes
For the test space, we developed a unified method that combines ensemble inference and distance metrics to optimize feature distribution. We conducted experiments on classical balanced datasets, long-tail datasets, and image datasets. Comparative experiments with nine distance metric learning algorithms ...
Therefore, the distance-based algorithms will be able to enhance their performance by normalizing the distance of all neighbors instead of using varying distance scales. Hence, we utilized the new similarity method to solve the different distance scales and the presence of noisy and outlier data. ...
To calculate the metric values, we used the operationalization with the Grubbs test described in the previous section. Specifically, to calculate the area under the curve in the different time steps, we used the trapezoidal rule, which allowed us to calculate the area as a weighted sum of the...
used to calculate the similarity or dissimilarity between the target point and the remaining data points, which plays a fundamental role in determining the mining algorithm outcomes. Therefore, the distance-based algorithms will be able to enhance their performance by normalizing the distance of all ...
This distinction leads to different algorithms and applications. 3. Metric Imitation In this section, we will introduce Metric Imitation (MI) in detail. Like most metric learning or embedding methods, MI operates in two modes: training and mapping. Training learns the projection transformation matrix...
For this reason, such methods serve as a preprocessing step for more accurate approximate string-matching algorithms. 1.5. Deep Learning An example of a string-matching approach is demonstrated by [31], who introduce a software library for fuzzy string matching and candidate ranking. Their method ...
Email is one of the few marketing channels that do not depend on a third party company algorithms. It gives you complete control over who will see your message, what your target audience will read, and when the communication will take place. In other words, email allows you to speak to ...
higher order corrections must depend on algorithms to optimize vision rather than on the subjective response of the patient. Moreover, conventional refraction is subject to the variability inherent in the patient's response. If an objective metric could be developed that adequately mimics the behavior...
An article related to the SF-36 survey is “The MOS 36-Item Short Form Health Survey (SF-36)” by John H Ware Jr., PhD. and Cathy Donald Shelbourne, PhD, published in Medical Care, Vol. 30, No. 6, June 1992. A further article related to certain computer testing algorithms is de...