Browsing by Subject "missing data"

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  • Identification from data with periodically missing output samples 
    Markovsky, Ivan; Alsalti, Mohammad; Lopez, Victor G.; Müller, Matthias A. (Hannover : Institutionelles Repositorium der Leibniz Universität Hannover, 2024)
    The identification problem in case of data with missing values is challenging and currently not fully understood. For example, there are no general nonconservative identifiability results, nor provably correct data efficient ...
  • A physics-informed Bayesian framework for characterizing ground motion process in the presence of missing data 
    Chen, Yu; Patelli, Edoardo; Edwards, Benjamin; Beer, Michael (New York, NY [u.a.] : Wiley, 2023)
    A Bayesian framework to characterize ground motions even in the presence of missing data is developed. This approach features the combination of seismological knowledge (a priori knowledge) with empirical observations (even ...