Sentence examples for work with the datasets from inspiring English sources

Nevertheless, a whole host of practical and procedural issues arise in terms of how an international team should actually work with the datasets generated to conduct analyses and generate findings.

AKB was responsible for obtaining the tax parcel datasets, working with the dataset owners to ensure appropriate use of the datasets, and assisting MJS and CS with GIS activities.

Second, our method scales to work with the large datasets being produced today.

Parallel K-means worked well with the datasets studied over a reasonable amount of time due to inherent levels of data parallelism.

We chose to work with the HMP dataset because it is one of the "gold-standards" in microbiome research and is widely used by the scientific community.

Our work with the GeoFaces dataset highlights the need for continued improvements to these core algorithms.

Our analysis of multiply imputed data confirmed that the power of multiple imputation lies in obtaining smaller standard errors and narrower confidence intervals in addition to allowing one to work with the entire dataset.

We chose to work with the mouse dataset because it contained several tissue types with high data coverage.

The derivation of this index followed previous work with the same dataset [ 11], summing binary variables denoting non-adherence to published lifestyle guidelines [ 1- 4].

Google's competition is noteworthy for its focus not on how to better bridge an ideal vision of a future already diverse training dataset and tune algorithms to reach a better joint consensus, but rather on the question of how to work with the biased training datasets we already have and build systems that can look past their biases towards geographically and culturally neutral insights.

The results suggested that while the spatial structure was usually non-robust to the tested methodological options when working with the original dataset, it became more robust for the transformed datasets (especially for the log-backtransformed dataset).