Sentence examples for alleviate the data from inspiring English sources
To alleviate the data sparsity problem in under-resourced languages, speaker and language factorization (SLF) technique can be used [34].
To alleviate the data association problem, the tracking also relies on the prior knowledge about the object dynamics, which constrains the feasible associations between detections and objects.
This may alleviate the data movement penalty, requiring data to move only across NUMA domains within a compute node (or perhaps not at all), the speed of which would be significantly faster than moving across the interconnect.
Experimental results have demonstrated that our approach performs more efficiently than existing methods with respect to accuracy, as well as alleviating the data sparsity and cold-start issues.
In addition, to alleviate the small data issue of remote sensing images for training, our proposal introduces a self-learning by learning the mapping function using images and their transformed copies.
Logarithmic transformation of dependent variables is used to alleviate the problems of data scarcity and data exponentiality simultaneously.
However, there are other data recovery technology and data analyzers that could help alleviate the risk of data loss.
Unlabeled data partially alleviates the training data scarcity problem, thus improves the efficiency of support vector machine (SVM) active learning.
To alleviate the burden of data collection, risk prediction models for in-hospital mortality using administrative data have been proposed [ 15, 27- 29].
A choropleth map of the number of broiler chickens sold in 2002 was created by first performing a logarithmic transformation on the data to alleviate the problematic skewness, followed by assigning the data into five categories using a natural breaks classification.
