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This support set is used as anchor points for adapting the graph to the actual face.
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We have evaluated our solution with three stream processing applications and results show that our model can adapt the graph topology when receiving events at high rate with sudden peaks, producing very low costs of memory and CPU usage.
In the GRMT formulation, we adapted the graph Laplacian L, such that the GRMT does not regularize the model complexity (∥w t ∥2) of a target t without training instances, but only forces the similarity to other models (A s t ∥w s −w t ∥2).
For this, we use the same extension procedure as the head/tail correction, and adapt the graph path edge accordingly.
For more freedom to adapt the graph to one's needs, it is common practice to export the table of data underlying a graph to a text file.
In order to learn from labeled and unlabeled patterns, here we adapt the optimal graph construction to simultaneously spread the labels in the training set.
Optimal k-mer size is determined by adapting the strategy of Kurt et al. [ 109] to identify the 'knee point' in a k-mer uniqueness graph.
For each of the states, the Farkle game control service adapts the executed service graphs, such that only the wrist sensors and the dice that have been picked up are used.
To identify those dense balanced bipartite subgraphs of the bait prey graph, we adapted the SAMBA biclustering algorithm (Tanay et al., 2002).
We adapted the concepts of K-associated optimal graph and high-level algorithm to permit that they work together.
Finally, we adapted the concept from Equation (2) of adaptively adjusting the weight of the smoothness constraint between connected regions in the graph.
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