To alleviate the impact of insufficient labels in less-labeled classification problems, self-supervised learning improves the performance of graph neural networks (GNNs) by focusing on the information of unlabeled nodes.However, none of the existing self-supervised pretext tasks perform optimally on different datasets, and the choice of hyperparame
The human gut is inhabited by overcrowded prokaryotic communities, a major component of which is the virome, comprised of viruses, bacteriophages, archaea, eukaryotes and bacteria.The virome is required for luminal homeostasis and, by their lytic or synergic capacities, they can regulate the microbial community structure and activity.Dysbiosis is a
ABSTRACT: Commercial manufacturing of dairy products involves the addition of dairy ingredients (such as nonfat dry milk and milk protein concentrates), as well as nondairy additives (such as gums, stabilizers, emulsifiers, and texture modifiers) to get the best product appearance, maintain the product quality, and extend shelf life.Though these no
Life Jackets Introduction Diabetic ketoacidosis (DKA) is a potentially life-threatening diabetic complication.Despite the high prevalence of DKA and the substantial associated healthcare burden, limited research on strategies to improve outcomes currently exists.Thiamine (vitamin B1) is a cofactor of pyruvate dehydrogenase, which plays a key role i
The paper describes principles of factorial and fractional Clothing Set factorial design of experiments.The various ways of analysing data obtained by these procedures are shown via four case studies.Yates method was followed in case 1 where the effect of anode type, carbon content of steel, temperature, and agitation on cathodic protection of stee