No. 3: Discovery Informatics: The Role of AI Research in Innovating Scientific Processes

All Papers

• Capturing and Using Knowledge about the Use of Visualization Toolkits

  Nicholas Del Rio, Paulo Pinheiro da Silva

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• Discovering Protein Clusters

  Susan Epstein, Xingjian Li, Peter Valdez, Sofia Grayevsky, Eric Osisek, Xi Yun, Lei Xie

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• A Web-Based Environment for Explanatory Biological Modeling

  Pat Langley, Glen Hunt

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• Reasoning about Chemical Reactions Using the Situation Calculus

  Arman Masoumi, Mikhail Soutchanski

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• An Approach to Evaluate Scientist Support in Abstract Workflows and Provenance Traces

  Leonardo Salayandia, Ann Q. Gates, Paulo Pinheiro

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• Preliminary Meta-Analyses of Experimental Design with Examples from HIV Vaccine Protection Studies

  Marcelo Tallis, Drashti Dave, Gully APC Burns

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• Organizers

  Yolanda Gil

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• Preface

  Will Bridewell, Yolanda Gil, Haym Hirsh, Kerstin Kleese van Dam, Karsten Steinhaeuser

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• Invited Talks

  Timothy W. Clark, William Cohen, Lawrence Hunter, Chris Lintott, Jude Shavlik

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• Discovery Informatics: AI Opportunities in Scientific Discovery

  Yolanda Gil, Haym Hirsh

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• On Causality Inference in Time Series

  Mohammad Taha Bahadori, Yan Liu

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