<?xml version="1.0" encoding="UTF-8"?><xml><records><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Md Kamruzzaman Sarker</style></author><author><style face="normal" font="default" size="100%">Ning Xie</style></author><author><style face="normal" font="default" size="100%">Derek Doran</style></author><author><style face="normal" font="default" size="100%">Michael Raymer</style></author><author><style face="normal" font="default" size="100%">Pascal Hitzler</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Explaining Trained Neural Networks with Semantic Web Technologies: First Steps</style></title><secondary-title><style face="normal" font="default" size="100%">Twelveth International Workshop on Neural-Symbolic Learning and Reasoning, NeSy</style></secondary-title></titles><keywords><keyword><style  face="normal" font="default" size="100%">Artificial Intelligence</style></keyword></keywords><dates><year><style  face="normal" font="default" size="100%">2017</style></year><pub-dates><date><style  face="normal" font="default" size="100%">07/2017</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://daselab.cs.wright.edu/nesy/NeSy17/</style></url></web-urls></urls><edition><style face="normal" font="default" size="100%">12</style></edition><pub-location><style face="normal" font="default" size="100%">London, UK</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p&gt;The ever increasing prevalence of publicly available structured data on the World Wide Web enables new applications in a variety of domains. In this paper, we provide a conceptual approach that leverages such data in order to explain the input-output behavior of trained artificial neural networks. We apply existing Semantic Web technologies in order to provide an experimental proof of concept.&lt;/p&gt;
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