Browsing by Author "Gutierrez, Rene"

Now showing items 1-3 of 3

    • A Bayesian Covariance Based Clustering for High-Dimensional Tensors 
      Gutierrez, Rene; Scheffler, Aaron; Guhaniyogi, Rajarshi (2021-12-13)
    • A Covariance Based Clustering for Tensor Objects 
      Gutierrez, Rene; Scheffler, Aaron; Guhaniyogi, Rajarshi; Dickinson, Abigail; DiStefano, Charlotte; Jeste, Shafali (2023-03-03)
      Clustering of tensors with limited sample size has become prevalent in a variety of application areas. Existing Bayesian model based clustering of tensors yields less accurate clusters when the tensor dimensions are ...
    • Multi-object Data Integration in the Study of Primary Progressive Aphasia 
      Gutierrez, Rene; Scheffler, Aaron; Guhaniyogi, Rajarshi; Gorno-Tempini, Maria; Mandelli, Maria; Battistella, Giovanni (2023-03-02)
      This article focuses on a multi-modal imaging data application where structural/anatomical information from grey matter (GM) and brain connectivity information in the form of a brain connectome network from functional ...