Browsing Tetherless World Publications by Author "New, Alexander"

Now showing items 1-5 of 5

    • Automating Population Health Studies through Semantics and Statistics Semantic Statistics (SemStats) 

      New, Alexander; Qi, Miao; Chari, Shruthi; Rashid, Sabbir; Seneviratne, Oshani; McCusker, Jamie; Erickson, John S.; McGuinness, Deborah L.; Bennett, Kristin P. (Springer, 2019-10)
      With the rapid development of the Semantic Web, machines are able to understand the contextual meaning of data, including in the field of automated semantics-driven statistical reasoning. This paper introduces a ...

    • Semantalytics: Multi-modal Experimental Data Integration and Analysis through Semantic Alignment 

      Erickson, John S.; Shang, Yao; Jackson, Meredith; Fede, Halley; Shahir, Munira; McCrae, Sarah; New, Alexander; Draper, Josh; Walf, Alicia A.; Arpels-Josiah, Ranjit; Rosner, Andrew; Pinheiro, Paulo; Dyson, Anna; McGuinness, Deborah L.; Bennett, Kristin P. (DSpace at RPI, 2017-12)
      We describe an event-based semantics-driven framework for heterogeneous dataset integration, alignment and data analysis. The testbed for this semantalytics prototype was the pilot study of a multi-step experiment examining ...

    • Semantically-aware population health risk analyses 

      New, Alexander; Rashid, Sabbir; Erickson, John S.; McGuinness, Deborah L.; Bennett, Kristin P. (arXiv, 2018-11-27)
      One primary task of population health analysis is the identification of risk factors that, for some subpopulation, have a significant association with some health condition. Examples include finding lifestyle factors ...

    • Semantically-targeted analytics for reproducible scientific discovery 

      New, Alexander; Chari, Shruthi; Qim, Miao; Rashid, Sabbir; Erickson, John S.; McGuinness, Deborah L.; Bennett, Kristin P. (2019-05-13)
      We develop a semantics-driven, automated approach for dynamically performing rigorous scientific studies. This framework may be applied to a wide variety of data and study types; here, we demonstrate its suitability for ...

    • Using semantics and analytics to drive dynamic health risk analyses 

      New, Alexander; Rashid, Sabbir; Erickson, John S.; McGuinness, Deborah L.; Bennett, Kristin P. (AMIA, 2018-11-03)