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FAIRnets Dataset

Anna Nguyen; Tobias Weller; Michael Färber; York Sure-Vetter


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  "inLanguage": {
    "alternateName": "eng", 
    "@type": "Language", 
    "name": "English"
  }, 
  "description": "<p>We present the&nbsp;<strong>FAIRnets Knowledge Graph</strong>, a large&nbsp;<strong>RDF data set</strong>&nbsp;with information about&nbsp;<strong>neural networks</strong>. The data set is based on neural networks published on GitHub using Keras as framework. Furthermore, the data set is implemented in&nbsp;<strong>FAIRnets Search</strong>&nbsp;(<a href=\"https://km.aifb.kit.edu/services/fairnets/\">https://km.aifb.kit.edu/services/fairnets/</a>), an online search system by which users can explore and analyze neural networks.</p>\n\n<p>More information can be found at&nbsp;<a href=\"https://km.aifb.kit.edu/services/fairnets/\">https://km.aifb.kit.edu/services/fairnets/</a>&nbsp;and in the paper&nbsp;<strong>Making Neural Networks FAIR&nbsp;</strong>(<a href=\"https://arxiv.org/abs/1907.11569\">https://arxiv.org/abs/1907.11569</a>).</p>\n\n<p>If you use the data set, please cite it as follows (see also in <a href=\"https://dblp.uni-trier.de/search?q=making%20neural%20networks%20fair]\">DBLP</a>):</p>\n\n<blockquote>\n<p>Nguyen, Anna, Tobias Weller, Michael F&auml;rber&nbsp;and York Sure-Vetter. &ldquo;Making Neural Networks FAIR.&rdquo; Knowledge Graphs and Semantic Web Second Iberoamerican Conference and First Indo-American Conference, KGSWC 2020, M&eacute;rida, Mexico, November 26-27, 2020, Proceedings</p>\n</blockquote>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "AIFB (KIT)", 
      "@type": "Person", 
      "name": "Anna Nguyen"
    }, 
    {
      "affiliation": "AIFB (KIT)", 
      "@type": "Person", 
      "name": "Tobias Weller"
    }, 
    {
      "affiliation": "AIFB (KIT)", 
      "@type": "Person", 
      "name": "Michael F\u00e4rber"
    }, 
    {
      "affiliation": "AIFB (KIT)", 
      "@type": "Person", 
      "name": "York Sure-Vetter"
    }
  ], 
  "sameAs": [
    "http://w3id.org/nno/data"
  ], 
  "datePublished": "2019-04-09", 
  "url": "https://zenodo.org/record/3885249", 
  "version": "3.1", 
  "keywords": [
    "Neural Network, FAIR, Ontology, Reusability"
  ], 
  "@context": "https://schema.org/", 
  "distribution": [
    {
      "contentUrl": "https://zenodo.org/api/files/b8a0ec78-3974-4786-87ac-79891d5bc87b/FAIRnets Dataset.ttl", 
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      "@type": "DataDownload"
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  "identifier": "https://doi.org/10.5281/zenodo.3885249", 
  "@id": "https://doi.org/10.5281/zenodo.3885249", 
  "@type": "Dataset", 
  "name": "FAIRnets Dataset"
}
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