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These spindle-shape cells became round or oval-type cells in the medium containing high glucose (25 mM), insulin, nicotinamide, and B27, and later formed clusters (stage 3; Fig. 1).
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In addition to the larger embryonic/pupal and pupal/adult clusters, stage-specific clusters could be observed for embryonic 10 12 hr, larval L1, larval L2, and larval L3 samples.
Obviously, the bottleneck of clustering-based approaches is the data clustering stage because the quality of parameter estimation and region reconstruction depend on the accuracy of clustering.
The clustering stage involved a class-wise classification process.
At the multi-cell cluster stage, the regenerated callus lines expressing GFP were morphologically identical to the callus parent regenerate.
The early-start clustering stage is used to cluster tasks while preserving the earliest start time of a task without limiting parallelism.
In the clustering stage, the samples of the accepted and new applicants are grouped into homogeneous clusters, the isolated samples are deleted and inconsistent samples are relabeled.
Table 2 compares the clustering stage of our MAP clustering method to hierarchical clustering and affinity propagation clustering.
For the clustering stage, there are many techniques used to regroup unlabeled dataset into groups of similar objects called clusters.
Future research should focus upon the improvement of the robustness of the mask estimation (clustering) stage of the algorithm.
The first stage is the document clustering stage where text clustering technique is applied on the multi document text collection to create the text document clusters.
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