Understanding the cellular diversity underlying immune responses is an important component of immunological research. Although techniques such as FACS and mass cytometry [1] are useful for studying cellular diversity according to well-characterized cell-surface-protein markers, the advent of single-cell RN...
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We repeat the simulation process 50 times and report results in the form of boxplots of the corresponding values. We compare our method, i.e. Algorithm 1, with a number of state-of-the-art competing sparse estimation methods for multivariate linear regression. The first competing method we ...
survey delineates the limitations, give insights, research challenges and future opportunities to advance ML in networking. Therefore, this is a timely contribution of the implications of ML for networking, that is pushing the barriers of autonomic network operation and management. 1Introduction Machine...
Lauraceae is well known for its significant phylogenetic position as well as important economic and ornamental value; however, most evergreen species in Lauraceae are restricted to tropical regions. In contrast, camphor tree (Cinnamomum camphora) is the
congeneric datasets of chemicals. The main advantage of neural network modeling is that the complex, non-linear relationships can be modeled without any assumptions about the form of the model. Large datasets can be examined. Neural networks are able to cope with noisy data and are fault-...
In the process of fieldwork, we found that the water has a high quality, which form beautiful scenery. Therefore, good water quality can improve people's visual experiences, which is also supported by previous research [53]. The score of the space increases with SKVI and WVI, indicating ...
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and synthesized into new tissues to provide energy and nutrients for seed germination. Fat mainly accumulates in the form of triacylglycerol and partly accumulates as glycerol and fatty acids [27]. From the initial stage of seed development to the transitional stage, the main form of fat is fatt...
Mouse embryonic stem cells (mESCs) not only retain the property of self-renewal but also have the ability to develop into primordial germ cell-like cells (PGCLCs). However, knowledge about the mechanisms of transcriptional regulation is still limited. Rh