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DDTW, used alone, is usually inefficient, but there exist datasets on which DDTW gives good results, sometimes much better than DTW.
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As a result, only looking at the pattern represented by V k ; W k, one cannot tell the details of protein-protein interactions, such as these interactions only exist between datasets 1 and 2, or between 3 and 4, but not between the other pairs of datasets.
Making use of data from two different repositories, we also investigate whether systematic differences exist between datasets obtained from different databases.
LabKey Server implements the "live update" option by requiring that primary study datasets exist separately from ancillary datasets.
Furthermore, identification of potential biases in existing datasets is complicated by the fact that usually not more than one independently generated dataset exists, making it very difficult to infer any biases post hoc.
*data extracted from microarray datasets; # data not exist in the dataset.
In this way, the performances of the state-of-the-art protein complex detection algorithms can be improved through the integration of the existed PPI datasets and the PPI data extracted from literature.
The previously described strategies for accelerating functional connectivity analyses rely on the data parallelism that exists between datasets, but there is quite a bit of parallelism that exists at the voxel level that can be exploited using graphics processing unit (GPU) architectures [ 112].
Although a comparatively high number of cropland intensity datasets exist, it should be noted though that these datasets are often connected to considerable uncertainty.
Most of this additional information is statistical information created by aggregating existing information, but also complementing datasets exist.
S100A3 was demonstrated to be overexpressed in gastric cancer by dataset GSE2669 and GSE2701, which did not existed in dataset GSE3438.
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