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Although parallel LDA algorithms on multi-processor architectures have low time and space complexities, their communication costs among processors often scale linearly with the vocabulary size and the number of topics, leading to a serious scalability problem.
Meanwhile, the large size of PPI network wants complex detection methods have low time complexity.
In the context of handling time (Fig. 4B), plants with low handling times have low time lags associated with nutrient uptake, meaning that within a prescribed amount of time spent foraging for nutrients (e.g. the duration of a foraging experiment), plants with low handling times are able to actually acquire more of the available nitrogen compared with plants with high handling time.
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Light classification algorithm, for instance, NB, has low time consumption but the precision is not always ideal.
The main advantages of EEM are the following: It provides conformationally dependent charges (i.e., charges sensitive to conformational change), it has low time complexity (i.e., (theta (N^3))) and its accuracy is comparable to QM approaches.
Seed-expanding method is a local search method and has low time complexity.
By contrast, individuals who had low time 1 triglyceride but whose triglyceride levels increased to intermediate or high tertiles in time 2 were 4.47 (95% CI 1.37 9.48) and 12.62 (3.52 31.34) times, respectively, more likely to develop diabetes compared with those remaining with low triglyceride levels at time 2 (low-low).
These algorithms should have low convergence time, incur low signaling overhead, and should be fault tolerant.
However, for a successful application, the pre-processing should have low running time, compared to an analysis that follows.
tQM4: We have low setup times of equipment in our plant.
The presented methods have low computation times; consequently, they can be applied to screen large databases.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com