Johnson–Schwartzman gap labeling for metric and discrete decorated graphs
Abstract We study Schrödinger operators on metric and discrete decorated graphs. The values taken by the integrated density of states (IDS) on spectral gaps are called gap labels. A natural question is which gap labels can occur. We answer this for graphs arising from uniquely ergodic one‐dimensional dynamical systems by proving Johnson–Schwartzman gap‐
Ram Band, Gilad Sofer
wiley +1 more source
Extended nonnegative matrix factorization for dynamic functional connectivity analysis of fMRI data. [PDF]
Long Z, Xu Y, Zou W, Duan Y, Yao L.
europepmc +1 more source
Selector form of Weaver's conjecture and frame sparsification
Abstract We show an extension of a probabilistic result of Marcus, Spielman, and Srivastava, which resolved the Kadison–Singer problem, to block diagonal positive semidefinite random matrices. We use this result to show several selector results, which generalize their partition counterparts.
Marcin Bownik
wiley +1 more source
ABSTRACT This study enhances a framework of surrogate computational homogenization (SCH) using decision tree‐based partition‐of‐unity radial basis function (PU‐RBF) interpolation for three‐dimensional finite‐deformation two‐scale analysis. The method addresses the scalability limitation of global RBF interpolation for large numerical material test (NMT)
Yosuke Yamanaka +2 more
wiley +1 more source
Cauchy hyper-graph Laplacian nonnegative matrix factorization for single-cell RNA-sequencing data analysis. [PDF]
Wang GF, Shen L.
europepmc +1 more source
Nonnegative matrix factorization for the identification of pressure ulcer risks from seating interface pressures in people with spinal cord injury. [PDF]
Yang TD, Jan YK.
europepmc +1 more source
Integration of Imaging (epi)Genomics Data for the Study of Schizophrenia Using Group Sparse Joint Nonnegative Matrix Factorization. [PDF]
Wang M +4 more
europepmc +1 more source
SNMFSMMA: using symmetric nonnegative matrix factorization and Kronecker regularized least squares to predict potential small molecule-microRNA association. [PDF]
Zhao Y, Chen X, Yin J, Qu J.
europepmc +1 more source
Supervised Nonnegative Matrix Factorization to Predict ICU Mortality Risk. [PDF]
Chao G, Mao C, Wang F, Zhao Y, Luo Y.
europepmc +1 more source

