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Location: Mishra
Work: Comparing dynamical features of biological objects/populations with respect to targeting and categorizing their particular dynamical states. Identification of typical or most significant properties (ioinic/molecular markers) of an evolving process of interest. Possible extension towards short-term predictions of the system's dynamical behavior. Advanced computational and statistical techniques will be applied or adapted for specific applications. In particular, algorithms developed for large data sets analyses as such used in different branches of bioinformatics or epidemiology will be studied and analyzed. The goal is to improve their performance with respect to sufficient sensitivity under dimensionality reduction, signal-to-noise ratio, and periodic patterns identification. At first, neighbor-joining methods and forward floating search will be targeted.
Work: Comparing dynamical features of biological objects/populations with respect to targeting and categorizing their particular dynamical states. Identification of typical or most significant properties (ioinic/molecular markers) of an evolving process of interest. Possible extension towards short-term predictions of the system's dynamical behavior. Advanced computational and statistical techniques will be applied or adapted for specific applications. In particular, algorithms developed for large data sets analyses as such used in different branches of bioinformatics or epidemiology will be studied and analyzed. The goal is to improve their performance with respect to sufficient sensitivity under dimensionality reduction, signal-to-noise ratio, and periodic patterns identification. At first, neighbor-joining methods and forward floating search will be targeted.