Dataset Open Access

FAIRnets Dataset

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


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    "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>", 
    "language": "eng", 
    "title": "FAIRnets Dataset", 
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    "references": [
      "Ngyuen, Anna, et al. (2020). Making Neural Networks FAIR. Knowledge Graphs and Semantic Web Second Iberoamerican Conference and First Indo-American Conference, KGSWC 2020, M\u00e9rida, Mexico, November 26-27, 2020, Proceedings"
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    "keywords": [
      "Neural Network, FAIR, Ontology, Reusability"
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    "publication_date": "2019-04-09", 
    "creators": [
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        "affiliation": "AIFB (KIT)", 
        "name": "Anna Nguyen"
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