Now showing items 1-2 of 2

    • Addressing Scientific Rigor in Data Analytics Using Semantic Workflows 

      Erickson, John S.; Sheehan, John; Bennett, Kristin P.; McGuinness, Deborah L. (Springer, Cham, 2016-06-16)
      New NIH grants require establishing scientific rigor, i.e. applicants must provide evidence of strict application of the scientific method to ensure robust and unbiased experimental design, methodology, analysis, interpretation ...
    • 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 ...