Based on the clustering result, clustering-based query (CBQ) for both AL and SSL, and CBQ-based pseudo-labeling (CBQPL) for SSL are designed for CLUC.
Interestingly, based on the clustering of GBM pathway aberration profile, we found one subgroup that was significantly less lethal (p <0.05) than the others, and one that was more lethal (p <0.05).
Firstly, we extracted highly expressed genes in a cell type compared with the other ones (up-regulated), and vice versa (down-regulated), based on the clustering by the original Paraclu and our pipeline, respectively.
The topology of the niche map is based on the clustering of multiple prokaryotes' protein domain distribution, with each distribution representing one prokaryote's genomic repertoire reduced to its fundamental functional elements.
The proposed outlier edge detection algorithms are based on the clustering property of graphs.
Figure 14 Overlap network constructed based on the clustering results for all services.
Based on the clustering results, we separate TCLs into multiple groups according to their calculated parameters.
Furthermore, the proposed management system is scalable because its infrastructure is based on the clustering strategy.
Finally, the TSRY was established based on the clustering categories and transition rules among them.
The SAMSE estimator is used to generate an optimal smoothing bandwidth based on the clustering behavior of the volcanoes.
We compare the behavioral overlap network based on the clustering results to the communication network of users.
