<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Biological Graph Signal Processing for Spatial Data Analysis</dc:title>
  <dc:title>R package BioGSP version 1.0.0</dc:title>
  <dc:description>Implementation of Graph Signal Processing (GSP) methods including Spectral 
    Graph Wavelet Transform (SGWT) for analyzing spatial patterns in biological data. 
    Based on Hammond, Vandergheynst, and Gribonval (2011) &lt;doi:10.1016/j.acha.2010.04.005&gt;. Provides tools for multi-scale analysis of biology spatial signals, including forward and inverse transforms, energy analysis, and visualization functions tailored for biological applications. Biological application example is on Stephanie, Yao, Yuzhou (2024) &lt;doi:10.1101/2024.12.20.629650&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.5.0)</dc:relation>
  <dc:relation>Imports: Matrix, igraph, RANN, RSpectra, ggplot2, patchwork, gridExtra,
viridis, methods, dplyr</dc:relation>
  <dc:relation>Suggests: knitr, rmarkdown, ggrepel</dc:relation>
  <dc:creator>Yuzhou Chang &lt;yuzhou.chang@osumc.edu&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Yuzhou Chang [aut, cre]</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2026-02-02</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=BioGSP</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.BioGSP</dc:identifier>
</oai_dc:dc>
