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Synthetic dataset used in "The maximum weighted submatrix coverage problem: A CP approach"

Derval Guillaume; Branders Vincent; Dupont Pierre; Schaus Pierre


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{
  "description": "<p>Synthetic dataset used in &quot;The maximum weighted submatrix coverage problem: A CP approach&quot;.</p>\n\n<p>Includes both the generated datasets as a zip archive and the python script used to generate them.</p>\n\n<p>Each instance is composed of two files in the form</p>\n\n<ul>\n\t<li>XxY_K_O_0xN_AxB_Smatrix.tsv being the matrix to use. Each row on a separate line, with tab-separated cells.</li>\n\t<li>XxY_K_O_0xN_AxB_Ssolution.txt giving the implanted solution. One submatrix per line. Then two JSON arrays follow, separated by a tabulation. The first is the list of rows selected in the submatrix, the second the columns.</li>\n</ul>\n\n<p>With:</p>\n\n<ul>\n\t<li>X and Y the size of the matrix</li>\n\t<li>K the number of submatrices in the implanted solution</li>\n\t<li>O the (minimum) overlap percentage of each submatrix</li>\n\t<li>N the sigma used for the background noise</li>\n\t<li>A and B the size of the implanted submatrices (subject to noise)</li>\n</ul>\n\n<p>&nbsp;</p>", 
  "license": "http://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "UCLouvain - ICTEAM", 
      "@id": "https://orcid.org/0000-0002-6700-3519", 
      "@type": "Person", 
      "name": "Derval Guillaume"
    }, 
    {
      "affiliation": "UCLouvain - ICTEAM", 
      "@type": "Person", 
      "name": "Branders Vincent"
    }, 
    {
      "affiliation": "UCLouvain - ICTEAM", 
      "@type": "Person", 
      "name": "Dupont Pierre"
    }, 
    {
      "affiliation": "UCLouvain - ICTEAM", 
      "@type": "Person", 
      "name": "Schaus Pierre"
    }
  ], 
  "url": "https://zenodo.org/record/3549866", 
  "datePublished": "2018-11-29", 
  "@context": "https://schema.org/", 
  "distribution": [
    {
      "contentUrl": "https://zenodo.org/api/files/7ba7748d-94a1-4644-9ebf-232d9454076d/data_small.zip", 
      "@type": "DataDownload", 
      "fileFormat": "zip"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/7ba7748d-94a1-4644-9ebf-232d9454076d/data.zip", 
      "@type": "DataDownload", 
      "fileFormat": "zip"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/7ba7748d-94a1-4644-9ebf-232d9454076d/generation.py", 
      "@type": "DataDownload", 
      "fileFormat": "py"
    }
  ], 
  "identifier": "https://doi.org/10.5281/zenodo.3549866", 
  "@id": "https://doi.org/10.5281/zenodo.3549866", 
  "@type": "Dataset", 
  "name": "Synthetic dataset used in \"The maximum weighted submatrix coverage problem: A CP approach\""
}
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