Phylogenetic analysis of protein sequences based on a novel k-mer natural vector method.
Sign Up to like & getrecommendations! Published in 2018 at "Genomics"
DOI: 10.1016/j.ygeno.2018.08.010
Abstract: Based on the k-mer model for protein sequence, a novel k-mer natural vector method is proposed to characterize the features of k-mers in a protein sequence, in which the numbers and distributions of k-mers are… read more here.
Keywords: protein; method; natural vector; phylogenetic analysis ... See more keywords
A Novel Image Description With the Stretched Natural Vector Method: Application to Face Recognition
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DOI: 10.1109/access.2020.2997857
Abstract: Nowadays there is growing research interest in designing high performance algorithms for automatic facial recognition systems, and an efficient computational approach is required. Accurate face recognition, however, is difficult due to facial complexity. In this… read more here.
Keywords: face recognition; method; natural vector; stretched natural ... See more keywords
A Novel Approach to Clustering Genome Sequences Using Inter-nucleotide Covariance
Sign Up to like & getrecommendations! Published in 2019 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2019.00234
Abstract: Classification of DNA sequences is an important issue in the bioinformatics study, yet most existing methods for phylogenetic analysis including Multiple Sequence Alignment (MSA) are time-consuming and computationally expensive. The alignment-free methods are popular nowadays,… read more here.
Keywords: accumulated natural; novel approach; clustering genome; natural vector ... See more keywords