disk-site/papers.html at master · KnowledgeCaptureAndDiscovery/disk-site · GitHub

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<!DOCTYPE html>
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  <title>DISK: Automated DIscovery of Scientific Knowledge</title>
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            <img src="images/LogoWithNameSmall.png" alt="DISK" /> DISK:
            Automated DIscovery of Scientific Knowledge
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      <h3 class="w3-center">Papers</h3>
      <h4>
        <a href="https://www.isi.edu/~gil/papers/gil-etal-cogsci-2022.pdf">
          Towards Capturing Scientific Reasoning to Automate Data Analysis.</a
        >
      </h4>
      <p style="padding-left: 20px">
        Gil, Y.; Khider, D.; Osorio, M.; Ratnakar, V.; Vargas, H.; Garijo, D.;
        and Pierce, S. In Proceedings of the 44th Annual Conference of the
        Cognitive Science Society (CogSci), 2022.
      </p>

      <h4>
        <a
          href="https://bibbase.org/network/publication/khider-athreya-ratnakar-gil-zhu-kwan-emilegeay-towardsautomatingtimeseriesanalysisforthepaleogeosciences-2020"
        >
          Towards Automating Time Series Analysis for the Paleogeosciences.
        </a>
      </h4>
      <p style="padding-left: 20px">
        Khider, D.; Athreya, P.; Ratnakar, V.; Gil, Y.; Zhu, F.; Kwan, M.; and
        Emile-Geay, J. In Proceedings of the Sixth Workshop on Mining and
        Learning from Time Series (MiLeTS), held in conjunction with the 26th
        ACM SIGKDD Conference on Knowledge Discovery and Datamining (KDD'20),
        San Diego, CA, 2020.
      </p>

      <h4>
        Embedding the Scientific Record on the Web: Towards Automating
        Scientific Discoveries.
      </h4>
      <p style="padding-left: 20px">
        Gil, Y. Proceedings of The Web Conference, 2020.
      </p>

      <h4>Towards Automated Hypothesis Testing in Neuroscience</h4>
      <p style="padding-left: 20px">
        Garijo, D., Fakhraei, S., Ratnakar, V., Yang, Q., Endrias, H., Ma, Y.,
        Wang, R., Bornstein, M., Bright, J., Gil, Y., & Jahanshad, N. (2019)
        Poly/DMAH@VLDB.
      </p>

      <h4>
        <a href="http://www.isi.edu/~gil/papers/gil-garijo-iui17.pdf"
          >Towards Automating Data Narratives</a
        >
      </h4>

      <p style="padding-left: 20px">
        <a href="http://www.isi.edu/~gil/publications.php">Gil, Y.</a>; and
        Garijo, D. In
        <em
          >Proceedings of the Twenty-Second ACM International Conference on
          Intelligent User Interfaces (IUI-17)</em
        >, Limassol, Cyprus, 2017.
      </p>

      <h4>
        <a href="http://www.isi.edu/~gil/papers/gil-etal-aaai17.pdf"
          >Towards Continuous Scientific Data Analysis and Hypothesis Evolution.
        </a>
      </h4>

      <p style="padding-left: 20px">
        <a href="http://www.isi.edu/~gil/publications.php">Gil, Y.</a>; Garijo,
        D.; Ratnakar, V.; Mayani, R.; Adusumilli, R.; Boyce, H.; Srivastava, A.;
        and Mallick, P.In
        <em
          >Proceedings of the Thirty-First AAAI Conference on Artificial
          Intelligence (AAAI-17)</em
        >, San Francisco, CA, 2017.
      </p>

      <h4>
        <a href="http://www.isi.edu/~gil/papers/gil-etal-acs16.pdf"
          >Automated Hypothesis Testing with Large Scientific Data Repositories.
        </a>
      </h4>
      <p style="padding-left: 20px">
        <a href="http://www.isi.edu/~gil/publications.php">Gil, Y.</a>; Garijo,
        D.; Ratnakar, V.; Mayani, R.; Adusumilli, R.; Boyce, H.; and Mallick, P.
        In
        <em
          >Proceedings of the Fourth Annual Conference on Advances in Cognitive
          Systems (ACS)</em
        >, Evanston, IL, 2016.
      </p>

      <h4>
        <a href="http://doi.org/10.5281/zenodo.180716"
          >Datasets used in [Gil et al 2016] for AAAI 2017</a
        >
      </h4>
      <p style="padding-left: 20px">Adusumilli, R. Zenodo. 2016.</p>

      <h4>
        <a href="http://doi.org/10.5281/zenodo.190374"
          >Additional materials used in the paper 'Towards Continuous Scientific
          Data Analysis and Hypothesis Evolution' of the Proceedings of the
          Thirty-First AAAI Conference on Artificial Intel-ligence (AAAI-17).</a
        >
      </h4>
      <p style="padding-left: 20px">
        Adusumilli, R., Ratnakar, V., Garijo, D., Gil, Y., and Mallick, P.
        Zenodo. 2016.
      </p>

      <h4>
        <a href="http://dgarijo.com/papers/garijo_sciknow17.pdf"
          >The DISK Hypothesis Ontology: Capturing Hypothesis Evolution for
          Automated Discovery
        </a>
      </h4>
      <p style="padding-left: 20px">
        Garijo, D.; Gil, Y.; and Ratnakar, V. In Proceedings of the Workshop on
        Capturing Scientific Knowledge (SciKnow), held in conjunction with the
        ACM International Conference on Knowledge Capture (K-CAP), Austin,
        Texas, 2017.
      </p>
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