In this research, we present and analyze techniques that predict students’ final outcome (with respect to grade) for a particular course. We vali-date our method by conducting experiments on data that are related to grade for courses in North South University, one of the leading universities ...
In this research, we present and analyze techniques that predict students' final outcome (with respect to grade) for a particular course. We validate our method by conducting experiments on data that are related to grade for courses in North South University, one of the leading universities in ...
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Metagenomics provides a culture-free method to study microorganisms by directly analyzing genomes and genes collected from microbial populations1and mining important information related to the environment and human diseases2,3,4. Corresponding computational methods have been developed rapidly in the past two...
Focusing on the problems of complicated sample processing and long detection time of traditional soil composition testing in mining areas, this paper proposes a rapid soil classification method of grid search and cross validation (GSCV) ... H Jin,X Hao,B Mo - 《Journal of Analytical Atomic Spe...
Due to the limited availability of reference genomes and the bias and unstable of marker genes, these methods may not be applicable in all cases. In this paper, we present an unsupervised binning method based on the distribution of a careful selected set of l-mers (substrings of length l ...
Nevertheless, here we report our method’s performance compared with another notable work, namely, Parapred21 on the same test set that we prepared for this comparison (Data S2), ensuring no sequences in the set are in either ours or Parapred’s training set. The set consists of 115 heav...
When applying our method of binning with VAMB and the RF model we obtained 4,480 and 916 viral bins with an MQ or HQ representative bin across the COPSAC and Diabimmune datasets, respectively. We then considered all VAMB clusters as ‘viral populations’ and thus obtained 2428 and 534 vir...
Here we present VirBin, a method designed specifically for binning contigs derived from viral quasispecies data. The input to VirBin is a set of contigs derived from assembly tools. The output includes the estimated number of haplotypes, the grouped contigs for each haplotype, and the correspondin...
Despite recent advances in metagenomic binning, reconstruction of microbial species from metagenomics data remains challenging. Here we develop variational autoencoders for metagenomic binning (VAMB), a program that uses deep variational autoencoders to