Kernel-target alignment based non-linear metric learning
Sign Up to like & getrecommendations! Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.06.042
Abstract: Abstract Distance metric learning aims to learn a measure of the pairwise distance between data instances, which is essential for various machine learning algorithms and applications. However, existing linear metric learning methods based on linear… read more here.
Keywords: metric learning; linear metric; distance; kernel function ... See more keywords
Taxonomy assignment approach determines the efficiency of identification of OTUs in marine nematodes
Sign Up to like & getrecommendations! Published in 2017 at "Royal Society Open Science"
DOI: 10.1098/rsos.170315
Abstract: Precision and reliability of barcode-based biodiversity assessment can be affected at several steps during acquisition and analysis of data. Identification of operational taxonomic units (OTUs) is one of the crucial steps in the process and… read more here.
Keywords: phylogeny based; marine; tree based; alignment based ... See more keywords
Comparison of methods for biological sequence clustering.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE/ACM transactions on computational biology and bioinformatics"
DOI: 10.1109/tcbb.2023.3253138
Abstract: Recent advances in sequencing technology have considerably promoted genomics research by providing high-throughput sequencing economically. This great advancement has resulted in a huge amount of sequencing data. Clustering analysis is powerful to study and probes… read more here.
Keywords: clustering methods; comparison methods; sequence; sequence clustering ... See more keywords
Optimized Time Splitting to Maximize the Lower Bound of Rate with Channel Estimation in An Interference Alignment Based Network
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DOI: 10.13164/re.2019.0238
Abstract: In this paper, for an interference alignment (IA) based network, a time splitting scheme for transmitting training and data symbols is optimized. The time allocated for transmitting training symbol will affect the precision of channel… read more here.
Keywords: time; based network; alignment based; rate ... See more keywords
Comparative analysis of alignment-free genome clustering and whole genome alignment-based phylogenomic relationship of coronaviruses
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DOI: 10.1371/journal.pone.0264640
Abstract: The SARS-CoV-2 is the third coronavirus in addition to SARS-CoV and MERS-CoV that causes severe respiratory syndrome in humans. All of them likely crossed the interspecific barrier between animals and humans and are of zoonotic… read more here.
Keywords: alignment free; genome alignment; alignment; genome ... See more keywords