Results for "Vector"
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Nucl2Vec: Local alignment of DNA sequences using Distributed Vector Representation
We demonstrate a novel approach forlocal alignment of DNA reads with respect to reference genome.For this process we have used Skip-gram model for creatingencoding(Nucl2Vec) and k-nearest neighbor for the alignment.With our new approach we have reduced computation cost forlocal alignment , while ...Tags: Nucl2Vec, Local, alignment, DNA, sequences, Distributed, Vector, Representation
1136 days ago
LIBSVM -- A Library for Support Vector Machines
LIBSVM is an integrated software for support vector classification, (C-SVC, nu-SVC), regression (epsilon-SVR, nu-SVR) and distribution estimation (one-class SVM). It supports multi-class classification. Since version 2.8, it implements an SMO-type algorithm proposed in this paper:...Tags: LIBSVM, Library, Support, Vector, Machines
2458 days ago
VGSC: A Web-Based Vector Graph Toolkit of Genome Synteny and Collinearity
VGSC, the Vector Graph toolkit of genome Synteny and Collinearity, and its online service, to visualize the synteny and collinearity in the common graphical format, including both raster (JPEG, Bitmap, and PNG) and vector graphic (SVG, EPS, and PDF).Tags: VGSC, Web-Based, Vector, Graph, Toolkit, Genome, Synteny, Collinearity
2004 days ago
- The kebabs package provides functionality for kernel based analysis of biological sequences via Support Vector Machine (SVM) based methods. Biological sequences include DNA, RNA, and amino acid (AA) sequences. Sequence kernels define similarity measures between sequences. The package im...
Tags: kebabs, package, kernel, analysis, biological, sequences, Support, Vector, Machine, SVM, methods, kmer
783 days ago
