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Xu, Yong
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Regularized non-negative matrix factorization for identifying differentially expressed genes and clustering samples: a survey
Liu J., Wang D., Gao Y., Zheng C., Xu Y., Yu J. IEEE/ACM Transactions on Computational Biology and Bioinformatics 15(3): 974-987, 2018. Type: Article
This paper surveys the application of non-negative matrix factorization (NMF), a well-known dimensionality reduction technique in bioinformatics “for identifying differentially expressed genes and clustering samples.̶...
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Apr 5 2019
Protein fold recognition based on sparse representation based classification
Yan K., Xu Y., Fang X., Zheng C., Liu B. Artificial Intelligence in Medicine 79 1-8, 2017. Type: Article
It is not reasonable to expect the sequence of amino acids to predict folding because many proteins with similar foldings have quite different sequences. To address this issue, this paper describes how sparse representation classificat...
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Dec 18 2017
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