GELATO and SAGE: An Integrated Framework for MS Annotation

no code implementations • 28 Dec 2015 • Khalifeh AlJadda, Rene Ranzinger, Melody Porterfield, Brent Weatherly, Mohammed Korayem, John A. Miller, Khaled Rasheed, Krys J. Kochut, William S. York

The first, is a free, semi-automated MSn data interpreter called the Glycomic Elucidation and Annotation Tool (GELATO).

Mining Massive Hierarchical Data Using a Scalable Probabilistic Graphical Model

no code implementations • 28 Dec 2015 • Khalifeh AlJadda, Mohammed Korayem, Camilo Ortiz, Trey Grainger, John A. Miller, Khaled Rasheed, Krys J. Kochut, William S. York, Rene Ranzinger, Melody Porterfield

In this paper we introduce an extension to Bayesian Networks to handle massive sets of hierarchical data in a reasonable amount of time and space.

BIG-bench Machine Learning